diff --git a/Taskfile.yml b/Taskfile.yml
index 828a29952..3357da221 100644
--- a/Taskfile.yml
+++ b/Taskfile.yml
@@ -9,7 +9,7 @@ vars:
   GOIMPORTS_VERSION: v0.42.0
   DPRINT_VERSION: 0.48.0
   EXAMPLE_VERSION: "0.8.1"
-  RUNNER_VERSION: "0.8.0"
+  RUNNER_VERSION: "0.9.0rc3"
   VERSION: # if version is not passed we hack the semver by encoding the commit as pre-release
     sh: echo "${VERSION:-0.0.0-$(git rev-parse --short HEAD)}"
 
@@ -130,17 +130,17 @@ tasks:
     desc: "Clones the examples repo directly into the debian structure"
     cmds:
       - |
-          set -e
-          echo "Runner version set as: {{ .EXAMPLE_VERSION }}"
-          TMP_PATH="$(mktemp -d)"
-          DEST_PATH="debian/arduino-app-cli/var/lib/arduino-app-cli/"
-          echo "Cloning arduino/app-bricks-examples into temporary directory ${TMP_PATH}..."
-          git clone --depth 1 --branch "{{ .EXAMPLE_VERSION }}" https://github.com/arduino/app-bricks-examples "${TMP_PATH}"
-          rm -rf "${DEST_PATH}/examples"
-          mkdir -p "${DEST_PATH}"
-          mv "${TMP_PATH}/examples" "${DEST_PATH}"
-          rm -rf "${TMP_PATH}/examples"
-          echo "Examples successfully cloned."
+        set -e
+        echo "Runner version set as: {{ .EXAMPLE_VERSION }}"
+        TMP_PATH="$(mktemp -d)"
+        DEST_PATH="debian/arduino-app-cli/var/lib/arduino-app-cli/"
+        echo "Cloning arduino/app-bricks-examples into temporary directory ${TMP_PATH}..."
+        git clone --depth 1 --branch "{{ .EXAMPLE_VERSION }}" https://github.com/arduino/app-bricks-examples "${TMP_PATH}"
+        rm -rf "${DEST_PATH}/examples"
+        mkdir -p "${DEST_PATH}"
+        mv "${TMP_PATH}/examples" "${DEST_PATH}"
+        rm -rf "${TMP_PATH}/examples"
+        echo "Examples successfully cloned."
     silent: false
 
   build:
@@ -158,10 +158,10 @@ tasks:
     desc: Create a tag on the current commit and push it to the remote to create the release
     cmds:
       - |
-          if [ -z "{{.CLI_ARGS}}" ]; then
-            echo "Error: Version argument is required. Usage: task orchestrator:trigger:release -- <version>"
-            exit 1
-          fi
+        if [ -z "{{.CLI_ARGS}}" ]; then
+          echo "Error: Version argument is required. Usage: task orchestrator:trigger:release -- <version>"
+          exit 1
+        fi
       - git tag -a "{{.CLI_ARGS}}" -m "Release {{.CLI_ARGS}}"
       - git push origin "{{.CLI_ARGS}}"
 
@@ -201,25 +201,25 @@ tasks:
     desc: Download and locally install the official examples
     cmds:
       - |
-          set -e
-          DEST_PATH=$(case "$(uname)" in
-            Darwin) echo "$HOME/Library/Application Support/arduino-app-cli/" ;;
-            Linux) echo "$HOME/.config/arduino-app-cli/" ;;
-            *) echo "$AppData/arduino-app-cli/" ;;
-          esac)
-          TMP_PATH="$(mktemp -d)"
+        set -e
+        DEST_PATH=$(case "$(uname)" in
+          Darwin) echo "$HOME/Library/Application Support/arduino-app-cli/" ;;
+          Linux) echo "$HOME/.config/arduino-app-cli/" ;;
+          *) echo "$AppData/arduino-app-cli/" ;;
+        esac)
+        TMP_PATH="$(mktemp -d)"
 
-          echo "Cloning examples into temporary directory ${TMP_PATH}..."
-          git clone --depth 1 https://github.com/arduino/app-bricks-examples.git "${TMP_PATH}"
+        echo "Cloning examples into temporary directory ${TMP_PATH}..."
+        git clone --depth 1 https://github.com/arduino/app-bricks-examples.git "${TMP_PATH}"
 
-          echo "Installing examples to ${DEST_PATH}examples"
-          rm -rf "${DEST_PATH}examples"
-          mkdir -p "${DEST_PATH}"
+        echo "Installing examples to ${DEST_PATH}examples"
+        rm -rf "${DEST_PATH}examples"
+        mkdir -p "${DEST_PATH}"
 
-          mv "${TMP_PATH}/examples" "${DEST_PATH}"
+        mv "${TMP_PATH}/examples" "${DEST_PATH}"
 
-          rm -rf "${TMP_PATH}"
-          echo "Examples installed successfully."
+        rm -rf "${TMP_PATH}"
+        echo "Examples installed successfully."
 
   generate:assets:
     desc: This generates the models and bricks index. Also updates the corresponding testdata.
@@ -235,15 +235,15 @@ tasks:
         msg: "Both assets folder are already at version '{{.RUNNER_VERSION}}'. Nothing to do."
     cmds:
       - |
-          # Get the corresponding models and bricks release, and unzip it.
-          gh release download -R arduino/app-bricks-py "release/{{.SEMVER_TAG}}" -p '*.whl' -D "{{.TMPDIR}}" --clobber
-          unzip -o "{{.TMPDIR}}/arduino_app_bricks-{{.SEMVER_TAG}}-py3-none-any.whl" -d "{{.OUTPUT_DIR}}"
+        # Get the corresponding models and bricks release, and unzip it.
+        gh release download -R arduino/app-bricks-py "release/{{.SEMVER_TAG}}" -p '*.whl' -D "{{.TMPDIR}}" --clobber
+        unzip -o "{{.TMPDIR}}/arduino_app_bricks-{{.SEMVER_TAG}}-py3-none-any.whl" -d "{{.OUTPUT_DIR}}"
       - |
-          # Copy the assets to the assets dir and testdata dir, replacing the previous version.
-          rm -rf "{{.ASSETS_DIR}}" && mkdir -p "{{.ASSETS_DIR}}"
-          cp -r "{{.OUTPUT_DIR}}/arduino/app_bricks/static" "{{.ASSETS_DIR}}/{{.SEMVER_TAG}}"
-          rm -rf "{{.TESTDATA_DIR}}" && mkdir -p "{{.TESTDATA_DIR}}"
-          cp -r "{{.OUTPUT_DIR}}/arduino/app_bricks/static" "{{.TESTDATA_DIR}}/{{.SEMVER_TAG}}"
+        # Copy the assets to the assets dir and testdata dir, replacing the previous version.
+        rm -rf "{{.ASSETS_DIR}}" && mkdir -p "{{.ASSETS_DIR}}"
+        cp -r "{{.OUTPUT_DIR}}/arduino/app_bricks/static" "{{.ASSETS_DIR}}/{{.SEMVER_TAG}}"
+        rm -rf "{{.TESTDATA_DIR}}" && mkdir -p "{{.TESTDATA_DIR}}"
+        cp -r "{{.OUTPUT_DIR}}/arduino/app_bricks/static" "{{.TESTDATA_DIR}}/{{.SEMVER_TAG}}"
       - cmd: rm -rf {{.TMPDIR}}
       - cmd: echo "Updating the runnerVersion in config.go to '{{.RUNNER_VERSION}}'"
       - cmd: sed -i "{{.sed_replacement}}" internal/orchestrator/config/config.go
@@ -258,19 +258,19 @@ tasks:
       - task: general:prepare-deps
     cmds:
       - |
-          if
-            ! which licensed \
-            &>/dev/null
-          then
-            if [[ {{OS}} == "windows" ]]; then
-              echo "Licensed does not have Windows support."
-              echo "Please use Linux/macOS or download the dependencies cache from the GitHub Actions workflow artifact."
-            else
-              echo "licensed not found or not in PATH."
-              echo "Please install: https://github.com/licensee/licensed#installation"
-            fi
-            exit 1
+        if
+          ! which licensed \
+          &>/dev/null
+        then
+          if [[ {{OS}} == "windows" ]]; then
+            echo "Licensed does not have Windows support."
+            echo "Please use Linux/macOS or download the dependencies cache from the GitHub Actions workflow artifact."
+          else
+            echo "licensed not found or not in PATH."
+            echo "Please install: https://github.com/licensee/licensed#installation"
           fi
+          exit 1
+        fi
       - licensed cache
       - licensed notices
 
@@ -281,26 +281,26 @@ tasks:
       - task: general:cache-dep-licenses
     cmds:
       - |
-          MATCHES="$(
-            find \
-              .licenses \
-              -regex '.+\.yml' \
-              -type f \
-              -print0 \
-            | \
-              xargs \
-                --null \
-                go tool \
-                  github.com/mikefarah/yq/v4 \
-                    'select(.license == "other") | filename'
-          )"
-          if [[ "$MATCHES" != "" ]]; then
-            printf "%s" "$MATCHES"
-            echo
-            echo "The license cache files above have the license set to 'other'. Please manually define the license type and retry."
-            echo "See: https://github.com/arduino/tooling-project-assets/blob/main/workflow-templates/check-go-dependencies-task.md#unrecognized-licenses"
-            exit 1
-          fi
+        MATCHES="$(
+          find \
+            .licenses \
+            -regex '.+\.yml' \
+            -type f \
+            -print0 \
+          | \
+            xargs \
+              --null \
+              go tool \
+                github.com/mikefarah/yq/v4 \
+                  'select(.license == "other") | filename'
+        )"
+        if [[ "$MATCHES" != "" ]]; then
+          printf "%s" "$MATCHES"
+          echo
+          echo "The license cache files above have the license set to 'other'. Please manually define the license type and retry."
+          echo "See: https://github.com/arduino/tooling-project-assets/blob/main/workflow-templates/check-go-dependencies-task.md#unrecognized-licenses"
+          exit 1
+        fi
       - licensed status
 
   # Source: https://github.com/arduino/tooling-project-assets/blob/main/workflow-templates/assets/check-go-dependencies-task/Taskfile.yml
@@ -312,14 +312,14 @@ tasks:
     desc: "Generate Go client for Edge Impulse API using oapi-codegen and filtering by used paths"
     cmds:
       - |
-          curl -fsSL https://studio.edgeimpulse.com/openapi.yml | yq '.paths = {
-          "/api/{projectId}/deployment": .paths."/api/{projectId}/deployment",
-          "/api/{projectId}/deployment/download": .paths."/api/{projectId}/deployment/download",
-          "/api/{projectId}/jobs/build-ondevice-model": .paths."/api/{projectId}/jobs/build-ondevice-model",
-          "/api/{projectId}/jobs/{jobId}/status": .paths."/api/{projectId}/jobs/{jobId}/status",
-          "/api/{projectId}": .paths."/api/{projectId}",
-          "/api/{projectId}/jobs/{jobId}/stdout": .paths."/api/{projectId}/jobs/{jobId}/stdout",
-          "/api/{projectId}/deployment/last": .paths."/api/{projectId}/deployment/last"
-            }' > openapi-filtered.yml
+        curl -fsSL https://studio.edgeimpulse.com/openapi.yml | yq '.paths = {
+        "/api/{projectId}/deployment": .paths."/api/{projectId}/deployment",
+        "/api/{projectId}/deployment/download": .paths."/api/{projectId}/deployment/download",
+        "/api/{projectId}/jobs/build-ondevice-model": .paths."/api/{projectId}/jobs/build-ondevice-model",
+        "/api/{projectId}/jobs/{jobId}/status": .paths."/api/{projectId}/jobs/{jobId}/status",
+        "/api/{projectId}": .paths."/api/{projectId}",
+        "/api/{projectId}/jobs/{jobId}/stdout": .paths."/api/{projectId}/jobs/{jobId}/stdout",
+        "/api/{projectId}/deployment/last": .paths."/api/{projectId}/deployment/last"
+          }' > openapi-filtered.yml
       - oapi-codegen --package=edgeimpulse --generate types,client --response-type-suffix=HTTPResponse openapi-filtered.yml > internal/api/edgeimpulse/client.gen.go
       - rm openapi-filtered.yml
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/air_quality_monitoring/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/air_quality_monitoring/API.md
similarity index 98%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/air_quality_monitoring/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/air_quality_monitoring/API.md
index 2264acdcc..5f9cb44bd 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/air_quality_monitoring/API.md
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/air_quality_monitoring/API.md
@@ -46,9 +46,11 @@ Data class to represent air quality data.
 - **dominantpol** (*str*): Dominant pollutant in the air.
 - **iaqi** (*dict*): Individual AQI values for various pollutants.
 
-### Methods
+### Properties
+
+#### `pandas_dict: dict`
 
-#### `pandas_dict()`
+Access: read-only
 
 Return the data as a dictionary suitable for pandas DataFrame.
 
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/arduino_cloud/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/arduino_cloud/API.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/arduino_cloud/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/arduino_cloud/API.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/asr/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/asr/API.md
new file mode 100644
index 000000000..a09c0c77d
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/asr/API.md
@@ -0,0 +1,66 @@
+# asr API Reference
+
+## Index
+
+- Class `AutomaticSpeechRecognition`
+- Class `ASREvent`
+- Class `TranscriptionStream`
+
+---
+
+## `AutomaticSpeechRecognition` class
+
+```python
+class AutomaticSpeechRecognition(language: str)
+```
+
+### Parameters
+
+- **language**: The language code for the ASR model (e.g., "en" for English).
+
+### Methods
+
+#### `start()`
+
+Prepare the ASR for transcription.
+
+#### `stop()`
+
+Stop the ASR and clean up resources.
+
+#### `transcribe_mic(mic: BaseMicrophone, duration: int)`
+
+Transcribe audio data from the microphone and return the transcribed text.
+
+#### `transcribe_mic_stream(mic: BaseMicrophone, duration: int)`
+
+Transcribe audio data from the microphone and stream the results as soon as they are available.
+
+#### `transcribe_wav(wav_data: np.ndarray | bytes)`
+
+Transcribe audio from WAV data and return the transcribed text.
+
+#### `transcribe_wav_stream(wav_data: np.ndarray | bytes)`
+
+Transcribe audio from WAV data and stream the results.
+
+
+---
+
+## `ASREvent` class
+
+```python
+class ASREvent()
+```
+
+
+---
+
+## `TranscriptionStream` class
+
+```python
+class TranscriptionStream(generator: Generator[T, None, None])
+```
+
+Iterator wrapper that guarantees proper teardown on context exit.
+
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/audio_classification/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/audio_classification/API.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/audio_classification/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/audio_classification/API.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/camera_code_detection/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/camera_code_detection/API.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/camera_code_detection/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/camera_code_detection/API.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/cloud_asr/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/cloud_asr/API.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/cloud_asr/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/cloud_asr/API.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/cloud_llm/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/cloud_llm/API.md
similarity index 93%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/cloud_llm/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/cloud_llm/API.md
index 3eb7426c4..c50b8db3a 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/cloud_llm/API.md
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/cloud_llm/API.md
@@ -64,6 +64,17 @@ Defaults to 10.
 
 - (*CloudLLM*): The current instance, allowing for method chaining.
 
+#### `get_client()`
+
+Returns the underlying LangChain model instance.
+
+This allows for advanced users to access the full capabilities of the model
+directly, such as calling `generate()` or `stream()` with custom message formats.
+
+##### Returns
+
+- (*BaseChatModel*): The LangChain chat model instance used internally.
+
 #### `chat(message: str, images: List[str | bytes])`
 
 Sends a message to the AI and blocks until the complete response is received.
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/dbstorage_sqlstore/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/dbstorage_sqlstore/API.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/dbstorage_sqlstore/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/dbstorage_sqlstore/API.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/dbstorage_tsstore/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/dbstorage_tsstore/API.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/dbstorage_tsstore/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/dbstorage_tsstore/API.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/gesture_recognition/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/gesture_recognition/API.md
new file mode 100644
index 000000000..19d9bca92
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/gesture_recognition/API.md
@@ -0,0 +1,69 @@
+# gesture_recognition API Reference
+
+## Index
+
+- Class `GestureRecognition`
+
+---
+
+## `GestureRecognition` class
+
+```python
+class GestureRecognition(camera: BaseCamera | None)
+```
+
+### Methods
+
+#### `start()`
+
+Start the capture thread and asyncio event loop.
+
+#### `stop()`
+
+Stop all tracking and close connections.
+
+#### `on_gesture(gesture: str, callback: Callable[[dict], None], hand: Literal['left', 'right', 'both'])`
+
+Register or unregister a gesture callback.
+
+##### Parameters
+
+- **gesture** (*str*): The gesture name to detect
+- **callback** (*Callable[[dict], None]*): Function to call when gesture is detected. None to unregister.
+The callback receives a metadata dictionary with details about the detection, including:
+- "hand": Which hand performed the gesture ("left" or "right")
+- "gesture": Name of the detected gesture
+- "confidence": Confidence score of the detection (0.0 to 1.0)
+- "landmarks": List of key points of the detected hand (in (x, y, z) format where
+    x and y are pixel coordinates and z is normalized depth)
+- "bounding_box_xyxy": [x_min, y_min, x_max, y_max] of the detected hand bounding box
+- **hand** (*Literal["left", "right", "both"]*): Which hand(s) to track
+
+##### Raises
+
+- **ValueError**: If 'hand' argument is not valid
+
+#### `on_enter(callback: Callable[[], None])`
+
+Register a callback for when hands become visible.
+
+##### Parameters
+
+- **callback** (*Callable[[], None]*): Function to call when at least one hand is detected
+
+#### `on_exit(callback: Callable[[], None])`
+
+Register a callback for when hands are no longer visible.
+
+##### Parameters
+
+- **callback** (*Callable[[], None]*): Function to call when no hands are detected anymore
+
+#### `on_frame(callback: Callable[[np.ndarray], None])`
+
+Register a callback that receives each camera frame.
+
+##### Parameters
+
+- **callback** (*Callable[[np.ndarray], None]*): Function to call with camera frame data. None to unregister.
+
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/image_classification/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/image_classification/API.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/image_classification/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/image_classification/API.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/keyword_spotting/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/keyword_spotting/API.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/keyword_spotting/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/keyword_spotting/API.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/llm/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/llm/API.md
new file mode 100644
index 000000000..843cd65a3
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/llm/API.md
@@ -0,0 +1,137 @@
+# llm API Reference
+
+## Index
+
+- Class `LargeLanguageModel`
+
+---
+
+## `LargeLanguageModel` class
+
+```python
+class LargeLanguageModel(api_key: str, system_prompt: str, temperature: Optional[float], max_tokens: int, timeout: int, tools: List[Callable[..., Any]], model: str)
+```
+
+A Brick for interacting with locally-based Large Language Models (LLMs).
+
+This class wraps LangChain functionality to provide a simplified, unified interface
+for chatting with models like Qwenm, LLama, Gemma. It supports both synchronous
+'one-shot' responses and streaming output, with optional conversational memory.
+
+### Parameters
+
+- **api_key** (*str*): The API access key for the target LLM service. Defaults to the
+'LOCAL_LLM_API_KEY' environment variable.
+- **model** (*str*): The specific model name or identifier to use (e.g., "genie:qwen3-4b").
+If not provided, model will be determined from app configuration or default brick configuration.
+- **system_prompt** (*str*): A system-level instruction that defines the AI's persona
+and constraints (e.g., "You are a helpful assistant"). Defaults to empty.
+- **temperature** (*Optional[float]*): The sampling temperature between 0.0 and 1.0.
+Higher values make output more random/creative; lower values make it more
+deterministic. Defaults to 0.7.
+- **max_tokens** (*int*): The maximum number of tokens to generate in the response.
+Defaults to 512.
+- **timeout** (*int*): The maximum duration in seconds to wait for a response before
+timing out. Defaults to 30.
+- **tools** (*List[Callable[..., Any]]*), default=None: A list of callable tool functions to register. Defaults to None.
+- ****kwargs**: Additional arguments passed to the model constructor
+
+### Raises
+
+- **ValueError**: If `api_key` is not provided (empty string).
+
+### Methods
+
+#### `list_models()`
+
+Returns a list of supported local model identifiers.
+
+Note: LargeLanguageModel supports OpenAI-compatible API. This method uses the OpenAI client to query available models from the local server.
+LangChain's OpenAI wrapper does not provide a direct method to list models, so we need to use the underlying OpenAI client directly.
+
+##### Returns
+
+- (*List[str]*): A list of supported model names (e.g., ["qwen2.5-7b"]).
+
+#### `with_memory(max_messages: int)`
+
+Enables conversational memory for this instance.
+
+Configures the Brick to retain a window of previous messages, allowing the
+AI to maintain context across multiple interactions.
+
+##### Parameters
+
+- **max_messages** (*int*): The maximum number of messages (user + AI) to keep
+in history. Older messages are discarded. Set to 0 to disable memory.
+Defaults to 10.
+
+##### Returns
+
+- (*LargeLanguageModel*): The current instance, allowing for method chaining.
+
+#### `get_client()`
+
+Returns the underlying LangChain model instance.
+
+This allows for advanced users to access the full capabilities of the model
+directly, such as calling `generate()` or `stream()` with custom message formats.
+
+##### Returns
+
+- (*BaseChatModel*): The LangChain chat model instance used internally.
+
+#### `chat(message: str, images: List[str | bytes])`
+
+Sends a message to the AI and blocks until the complete response is received.
+
+This method automatically manages conversation history if memory is enabled.
+
+##### Parameters
+
+- **message** (*str*): The input text prompt from the user.
+- **images** (*List[str | bytes]*): Optional list of image file paths or raw bytes to include in the prompt.
+
+##### Returns
+
+- (*str*): The complete text response generated by the AI.
+
+##### Raises
+
+- **RuntimeError**: If the internal chain is not initialized or if the API request fails.
+
+#### `chat_stream(message: str, images: List[str | bytes])`
+
+Sends a message to the AI and yields response tokens as they are generated.
+
+This allows for processing or displaying the response in real-time (streaming).
+The generation can be interrupted by calling `stop_stream()`.
+
+##### Parameters
+
+- **message** (*str*): The input text prompt from the user.
+- **images** (*List[str | bytes]*): Optional list of image file paths or raw bytes to include in the prompt.
+
+##### Returns
+
+- (*str*): Chunks of text (tokens) from the AI response.
+
+##### Raises
+
+- **RuntimeError**: If the internal chain is not initialized or if the API request fails.
+- **AlreadyGenerating**: If a streaming session is already active.
+
+#### `stop_stream()`
+
+Signals the active streaming generation to stop.
+
+This sets an internal flag that causes the `chat_stream` iterator to break
+early. It has no effect if no stream is currently running.
+
+#### `clear_memory()`
+
+Clears the conversational memory history.
+
+Resets the stored context. This is useful for starting a new conversation
+topic without previous context interfering. Only applies if memory is enabled.
+
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/mood_detector/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/mood_detector/API.md
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diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/motion_detection/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/motion_detection/API.md
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diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/mqtt/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/mqtt/API.md
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diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/object_detection/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/object_detection/API.md
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diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/sound_generator/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/sound_generator/API.md
similarity index 95%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/sound_generator/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/sound_generator/API.md
index 11f0e66d9..0144a8e3d 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/sound_generator/API.md
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/sound_generator/API.md
@@ -189,6 +189,8 @@ class SoundGenerator(output_device: Speaker, bpm: int, time_signature: tuple, oc
 ### Parameters
 
 - **output_device** (*Speaker*) (optional): The output device to play sound through.
+When omitted, SoundGenerator creates an internal shared speaker so
+multiple instances can overlap playback on the same device.
 - **bpm** (*int*): The tempo in beats per minute for note duration calculations.
 - **time_signature** (*tuple*): The time signature as (numerator, denominator).
 - **octaves** (*int*): Number of octaves to generate notes for (starting from octave
@@ -240,7 +242,7 @@ Duration is in notes fractions (e.g., 1/4 for quarter note).
 - **volume** (*float*) (optional): Volume level (0.0 to 1.0). If None, uses master volume.
 - **block** (*bool*): If True, block until the entire sequence has been played.
 
-#### `play_composition(composition: 'MusicComposition', block: bool)`
+#### `play_composition(composition: 'MusicComposition', block: bool | None, loop: bool, play_for: float | None)`
 
 Play a MusicComposition object.
 
@@ -253,7 +255,21 @@ is a list of (note, duration) tuples to play simultaneously.
 ##### Parameters
 
 - **composition** (*MusicComposition*): The composition to play.
-- **block** (*bool*): If True, block until the entire composition has been played.
+- **block** (*bool | None*): Controls whether this call waits for playback.
+- True: wait until the current playback session ends. When
+  ``loop=True`` and ``play_for`` is not set, this may block
+  indefinitely until ``stop_sequence()`` or ``stop()`` is called
+  from another thread.
+- False: start playback and return immediately.
+- None: choose automatically based on the playback mode. Finite
+  playback blocks, infinite looping returns immediately, and
+  timed looping (``loop=True`` with ``play_for`` set) blocks
+  until the timed stop completes. This is the recommended
+  default for most scripts and examples.
+- **loop** (*bool*): If True, loop the composition until ``stop_sequence()``
+is called or until ``play_for`` expires.
+- **play_for** (*float | None*): When looping, stop automatically after the
+given number of seconds. Requires ``loop=True``.
 
 #### `play_chord(notes: list[str], note_duration: float | str, volume: float, block: bool)`
 
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/streamlit_ui/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/streamlit_ui/API.md
similarity index 100%
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diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/telegram_bot/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/telegram_bot/API.md
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diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/tts/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/tts/API.md
new file mode 100644
index 000000000..3169b8b3c
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/tts/API.md
@@ -0,0 +1,70 @@
+# tts API Reference
+
+## Index
+
+- Class `TextToSpeech`
+
+---
+
+## `TextToSpeech` class
+
+```python
+class TextToSpeech()
+```
+
+Text-to-Speech brick for offline speech synthesis using local TTS service.
+
+### Methods
+
+#### `speak(text: str, language: Literal['en', 'es', 'zh'], speaker: BaseSpeaker | None)`
+
+Synthesize speech from text and play it through the provided speaker.
+
+##### Parameters
+
+- **text** (*str*): The text to be synthesized into speech.
+- **language** (*Literal["en", "es", "zh"]*): The language of the text.
+- **speaker** (*BaseSpeaker*): The speaker instance to play the synthesized audio.
+If None, a default Speaker will be used.
+
+##### Raises
+
+- **ValueError**: If the specified language is not supported.
+- **RuntimeError**: If the synthesis fails or maximum concurrency is reached.
+
+#### `synthesize_wav(text: str, language: Literal['en', 'es', 'zh'])`
+
+Synthesize speech from text and return the audio in WAV format.
+
+##### Parameters
+
+- **text** (*str*): The text to be synthesized into speech.
+- **language** (*Literal["en", "es", "zh"]*): The language of the text.
+
+##### Returns
+
+- (*bytes*): The synthesized audio in WAV format.
+
+##### Raises
+
+- **ValueError**: If the specified language is not supported.
+- **RuntimeError**: If the synthesis fails or maximum concurrency is reached.
+
+#### `synthesize_pcm(text: str, language: Literal['en', 'es', 'zh'])`
+
+Synthesize speech from text and return the audio in PCM format (mono, 16-bit, 44.1kHz).
+
+##### Parameters
+
+- **text** (*str*): The text to be synthesized into speech.
+- **language** (*Literal["en", "es", "zh"]*): The language of the text.
+
+##### Returns
+
+- (*bytes*): The synthesized audio in PCM format.
+
+##### Raises
+
+- **ValueError**: If the specified language is not supported.
+- **RuntimeError**: If the synthesis fails or maximum concurrency is reached.
+
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/vibration_anomaly_detection/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/vibration_anomaly_detection/API.md
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diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/video_image_classification/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/video_image_classification/API.md
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diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/video_object_detection/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/video_object_detection/API.md
similarity index 100%
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diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/visual_anomaly_detection/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/visual_anomaly_detection/API.md
similarity index 100%
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diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/vlm/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/vlm/API.md
new file mode 100644
index 000000000..ac23765d0
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/vlm/API.md
@@ -0,0 +1,126 @@
+# vlm API Reference
+
+## Index
+
+- Class `VisionLanguageModel`
+
+---
+
+## `VisionLanguageModel` class
+
+```python
+class VisionLanguageModel(api_key: str, system_prompt: str, temperature: Optional[float], max_tokens: int, timeout: int, tools: List[Callable[..., Any]], model: str)
+```
+
+A Brick for interacting with locally-based Vision Language Models (VLMs).
+
+This class wraps LangChain functionality to provide a simplified, unified interface
+for chatting with models like Qwenm, LLama, Gemma. It supports both synchronous
+'one-shot' responses and streaming output, with optional conversational memory.
+
+### Parameters
+
+- **api_key** (*str*): The API access key for the target VLM service. Defaults to the
+'LOCAL_LLM_API_KEY' environment variable.
+- **model** (*str*): The specific model name or identifier to use (e.g., "genie:qwen3-4b").
+If not provided, model will be determined from app configuration or default brick configuration.
+- **system_prompt** (*str*): A system-level instruction that defines the AI's persona
+and constraints (e.g., "You are a helpful assistant"). Defaults to empty.
+- **temperature** (*Optional[float]*): The sampling temperature between 0.0 and 1.0.
+Higher values make output more random/creative; lower values make it more
+deterministic. Defaults to 0.7.
+- **max_tokens** (*int*): The maximum number of tokens to generate in the response.
+Defaults to 256.
+- **timeout** (*int*): The maximum duration in seconds to wait for a response before
+timing out. Defaults to 30.
+- **tools** (*List[Callable[..., Any]]*), default=None: A list of callable tool functions to register. Defaults to None.
+- ****kwargs**: Additional arguments passed to the model constructor
+
+### Raises
+
+- **ValueError**: If `api_key` is not provided (empty string).
+
+### Methods
+
+#### `get_client()`
+
+Returns the underlying LangChain model instance.
+
+This allows for advanced users to access the full capabilities of the model
+directly, such as calling `generate()` or `stream()` with custom message formats.
+
+##### Returns
+
+- (*BaseChatModel*): The LangChain chat model instance used internally.
+
+#### `chat(message: str, images: List[str | bytes])`
+
+Sends a message to the AI and blocks until the complete response is received.
+
+This method automatically manages conversation history if memory is enabled.
+
+##### Parameters
+
+- **message** (*str*): The input text prompt from the user.
+- **images** (*List[str | bytes]*): Optional list of image file paths or raw bytes to include in the prompt.
+
+##### Returns
+
+- (*str*): The complete text response generated by the AI.
+
+##### Raises
+
+- **RuntimeError**: If the internal chain is not initialized or if the API request fails.
+
+#### `chat_stream(message: str, images: List[str | bytes])`
+
+Sends a message to the AI and yields response tokens as they are generated.
+
+This allows for processing or displaying the response in real-time (streaming).
+The generation can be interrupted by calling `stop_stream()`.
+
+##### Parameters
+
+- **message** (*str*): The input text prompt from the user.
+- **images** (*List[str | bytes]*): Optional list of image file paths or raw bytes to include in the prompt.
+
+##### Returns
+
+- (*str*): Chunks of text (tokens) from the AI response.
+
+##### Raises
+
+- **RuntimeError**: If the internal chain is not initialized or if the API request fails.
+- **AlreadyGenerating**: If a streaming session is already active.
+
+#### `stop_stream()`
+
+Signals the active streaming generation to stop.
+
+This sets an internal flag that causes the `chat_stream` iterator to break
+early. It has no effect if no stream is currently running.
+
+#### `clear_memory()`
+
+Clears the conversational memory history.
+
+Resets the stored context. This is useful for starting a new conversation
+topic without previous context interfering. Only applies if memory is enabled.
+
+#### `with_memory(max_messages: int)`
+
+Enables conversational memory for this instance.
+
+Configures the Brick to retain a window of previous messages, allowing the
+AI to maintain context across multiple interactions.
+
+##### Parameters
+
+- **max_messages** (*int*): The maximum number of messages (user + AI) to keep
+in history. Older messages are discarded. Set to 0 to disable memory.
+Defaults to 0.
+
+##### Returns
+
+- (*VisionLanguageModel*): The current instance, allowing for method chaining.
+
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/wave_generator/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/wave_generator/API.md
similarity index 88%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/wave_generator/API.md
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index 944e202b5..85d363ce0 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/wave_generator/API.md
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/wave_generator/API.md
@@ -21,9 +21,11 @@ between frequency and amplitude changes using configurable envelope parameters.
 The generator runs continuously in a background thread, producing audio blocks
 with minimal latency.
 
-### Methods
+### Properties
+
+#### `wave_type: WaveType`
 
-#### `wave_type()`
+Access: read/write
 
 Get or set the current waveform type.
 
@@ -35,7 +37,9 @@ Get or set the current waveform type.
 
 - (*WaveType*): Current waveform type ("sine", "square", "sawtooth", "triangle").
 
-#### `sample_rate()`
+#### `sample_rate: int`
+
+Access: read-only
 
 Get the audio sample rate in Hz.
 
@@ -47,7 +51,9 @@ Get the audio sample rate in Hz.
 
 - **RuntimeError**: If no speaker is configured.
 
-#### `block_duration()`
+#### `block_duration: float`
+
+Access: read-only
 
 Get the duration of each audio block in seconds.
 
@@ -55,7 +61,9 @@ Get the duration of each audio block in seconds.
 
 - (*float*): Block duration in seconds.
 
-#### `frequency()`
+#### `frequency: float`
+
+Access: read/write
 
 Get or set the current output frequency in Hz.
 
@@ -74,7 +82,9 @@ configured glide time.
 
 - **ValueError**: If the frequency is negative.
 
-#### `amplitude()`
+#### `amplitude: float`
+
+Access: read/write
 
 Get or set the current output amplitude.
 
@@ -93,7 +103,9 @@ configured attack/release time.
 
 - **ValueError**: If the amplitude is not in range [0.0, 1.0].
 
-#### `attack()`
+#### `attack: float`
+
+Access: read/write
 
 Get or set the current attack time in seconds.
 
@@ -111,7 +123,9 @@ Attack time controls how quickly the amplitude rises to the target value.
 
 - **ValueError**: If the attack time is negative.
 
-#### `release()`
+#### `release: float`
+
+Access: read/write
 
 Get or set the current release time in seconds.
 
@@ -129,7 +143,9 @@ Release time controls how quickly the amplitude falls to the target value.
 
 - **ValueError**: If the release time is negative.
 
-#### `glide()`
+#### `glide: float`
+
+Access: read/write
 
 Get the current frequency glide time in seconds (portamento).
 
@@ -147,7 +163,9 @@ Glide time controls how quickly the frequency transitions to the target value.
 
 - **ValueError**: If the glide time is negative.
 
-#### `volume()`
+#### `volume: int | None`
+
+Access: read/write
 
 Get or set the wave generator volume level.
 
@@ -163,7 +181,9 @@ Get or set the wave generator volume level.
 
 - **ValueError**: If the volume is not in range [0, 100].
 
-#### `state()`
+#### `state: dict`
+
+Access: read-only
 
 Get current generator state.
 
@@ -171,6 +191,8 @@ Get current generator state.
 
 - (*dict*): Dictionary containing current frequency, amplitude, wave type, etc.
 
+### Methods
+
 #### `start()`
 
 Start the wave generator and audio output.
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/weather_forecast/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/weather_forecast/API.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/weather_forecast/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/weather_forecast/API.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/web_ui/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/web_ui/API.md
similarity index 93%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/web_ui/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/web_ui/API.md
index ec08afdb2..773d0b3d4 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/web_ui/API.md
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_bricks/web_ui/API.md
@@ -9,7 +9,7 @@
 ## `WebUI` class
 
 ```python
-class WebUI(addr: str, port: int, ui_path_prefix: str, api_path_prefix: str, assets_dir_path: str, certs_dir_path: str, use_tls: bool, use_ssl: bool | None)
+class WebUI(addr: str, port: int, ui_path_prefix: str, api_path_prefix: str, assets_dir_path: str, certs_dir_path: str, use_tls: bool, use_ssl: bool | None, cors_origins: str)
 ```
 
 Module for deploying a web server that can host a web application and expose APIs to its clients.
@@ -27,10 +27,14 @@ and support real-time communication between the client and the server.
 - **certs_dir_path** (*str*) (optional), default="/app/certs": Path to TLS certificates directory. Defaults to "/app/certs".
 - **use_tls** (*bool*) (optional), default=False: Enable TLS/HTTPS. Defaults to False.
 - **use_ssl** (*bool*) (optional), default=None: Deprecated. Use use_tls instead. Defaults to None.
+- **cors_origins** (*str*) (optional): CORS allowed origins. Can be "*" for all origins, a
+comma-separated list of origins, or an empty string to disable CORS. Defaults to "*".
 
-### Methods
+### Properties
+
+#### `local_url: str`
 
-#### `local_url()`
+Access: read-only
 
 Get the locally addressable URL of the web server.
 
@@ -38,7 +42,9 @@ Get the locally addressable URL of the web server.
 
 - (*str*): The server's URL (including protocol, address, and port).
 
-#### `url()`
+#### `url: str`
+
+Access: read-only
 
 Get the externally addressable URL of the web server.
 
@@ -46,6 +52,8 @@ Get the externally addressable URL of the web server.
 
 - (*str*): The server's URL (including protocol, address, and port).
 
+### Methods
+
 #### `start()`
 
 Start the web server asynchronously.
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_peripherals/camera/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_peripherals/camera/API.md
similarity index 97%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_peripherals/camera/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_peripherals/camera/API.md
index 307eab7e8..34352b850 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_peripherals/camera/API.md
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_peripherals/camera/API.md
@@ -56,12 +56,16 @@ providing a unified API regardless of the underlying camera protocol or type.
 a numpy array and returns a numpy array. Default: None
 - **auto_reconnect** (*bool*) (optional): Enable automatic reconnection on failure. Default: True.
 
-### Methods
+### Properties
+
+#### `status: Literal['disconnected', 'connected', 'streaming', 'paused']`
 
-#### `status()`
+Access: read-only
 
 Read-only property for camera status.
 
+### Methods
+
 #### `start()`
 
 Start the camera capture with retries, if enabled.
@@ -279,13 +283,17 @@ accept self-signed certificates or when supplying your own certificates.
 - **adjustments** (*Callable[[np.ndarray], np.ndarray] | None*): Function to adjust frames
 - **auto_reconnect** (*bool*): Enable automatic reconnection on failure
 
-### Methods
+### Properties
+
+#### `url: str`
 
-#### `url()`
+Access: read-only
 
 Return the WebSocket server address.
 
-#### `security_mode()`
+#### `security_mode: str`
+
+Access: read-only
 
 Return current security mode for logging/debugging.
 
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_peripherals/microphone/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_peripherals/microphone/API.md
similarity index 97%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_peripherals/microphone/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_peripherals/microphone/API.md
index 6c5bda82f..901038e5a 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_peripherals/microphone/API.md
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_peripherals/microphone/API.md
@@ -130,9 +130,11 @@ The output is always a NumPy array with the ALSA PCM format.
 - **buffer_size** (*int*): Size of the audio buffer.
 - **auto_reconnect** (*bool*) (optional): Enable automatic reconnection on failure. Default: True.
 
-### Methods
+### Properties
+
+#### `volume: int`
 
-#### `volume()`
+Access: read/write
 
 Get or set the microphone volume level.
 
@@ -150,10 +152,14 @@ This controls the software volume of the microphone device.
 
 - **ValueError**: If the volume is not valid.
 
-#### `status()`
+#### `status: Literal['disconnected', 'connected', 'streaming', 'paused']`
+
+Access: read-only
 
 Read-only property for camera status.
 
+### Methods
+
 #### `start()`
 
 Start the microphone capture.
@@ -304,16 +310,22 @@ ALSA limitations (~2000).
 
 - **MicrophoneConfigError**: If the format is not supported.
 
-### Methods
+### Properties
+
+#### `alsa_format_idx: int`
 
-#### `alsa_format_idx()`
+Access: read-only
 
 Get the ALSA format index corresponding to the current numpy dtype format.
 
-#### `alsa_format_name()`
+#### `alsa_format_name: str`
+
+Access: read-only
 
 Get the ALSA format string corresponding to the current numpy dtype format.
 
+### Methods
+
 #### `list_devices()`
 
 Return a list of available ALSA microphones (plughw only).
@@ -382,13 +394,17 @@ it's sent to clients to suggest an optimal buffer size but clients may ignore it
 Default: Microphone.BUFFER_SIZE_BALANCED - 1024.
 - **auto_reconnect** (*bool*): Enable automatic reconnection on failure.
 
-### Methods
+### Properties
+
+#### `url: str`
 
-#### `url()`
+Access: read-only
 
 Return the WebSocket server address.
 
-#### `security_mode()`
+#### `security_mode: str`
+
+Access: read-only
 
 Return current security mode for logging/debugging.
 
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_peripherals/speaker/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_peripherals/speaker/API.md
similarity index 96%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_peripherals/speaker/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_peripherals/speaker/API.md
index d855ccf6d..c7f9a6ca5 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_peripherals/speaker/API.md
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_peripherals/speaker/API.md
@@ -115,9 +115,11 @@ The input is always a NumPy array with the PCM format.
 
 - **SpeakerConfigError**: If the provided configuration is not valid.
 
-### Methods
+### Properties
+
+#### `volume: int`
 
-#### `volume()`
+Access: read/write
 
 Get or set the speaker volume level.
 
@@ -135,10 +137,14 @@ This controls the software volume of the speaker device.
 
 - **ValueError**: If the volume is not valid.
 
-#### `status()`
+#### `status: Literal['disconnected', 'connected']`
+
+Access: read-only
 
 Read-only property for camera status.
 
+### Methods
+
 #### `start()`
 
 Start the speaker capture.
@@ -264,23 +270,29 @@ parameter. Low values increase CPU usage but reduce latency. Default: 1024.
 Default: True.
 - **auto_reconnect** (*bool*): Enable automatic reconnection on failure.
 Default: True.
-- **Note**: When shared=True, only higher buffer size values are supported due to
-ALSA limitations (~2000).
+- **Note**: When shared=True, buffer size is auto-negotiated due to
+ALSA limitations to reach 125ms of latency.
 
 ### Raises
 
 - **SpeakerConfigError**: If the format is not supported.
 
-### Methods
+### Properties
+
+#### `alsa_format_idx: int`
 
-#### `alsa_format_idx()`
+Access: read-only
 
 Get the ALSA format index corresponding to the current numpy dtype format.
 
-#### `alsa_format_name()`
+#### `alsa_format_name: str`
+
+Access: read-only
 
 Get the ALSA format string corresponding to the current numpy dtype format.
 
+### Methods
+
 #### `list_devices()`
 
 Return a list of available ALSA speakers (plughw only).
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_peripherals/usb_camera/API.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_peripherals/usb_camera/API.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_peripherals/usb_camera/API.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/api-docs/arduino/app_peripherals/usb_camera/API.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/bricks-list.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/bricks-list.yaml
similarity index 87%
rename from internal/e2e/daemon/testdata/assets/0.8.0/bricks-list.yaml
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/bricks-list.yaml
index 298671215..f044412ea 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/bricks-list.yaml
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/bricks-list.yaml
@@ -1,24 +1,19 @@
 bricks:
-- id: arduino:motion_detection
-  name: Motion detection
-  description: 'This Brick is designed for motion detection and recognition, leveraging
-    pre-trained models.
-
-    It takes input from accelerometer sensors to identify various motion patterns.
-
-    You can use it with pre-trained models provided by the framework or with your
-    custom motion classification models trained on the Edge Impulse platform.
-
-    '
+- id: arduino:visual_anomaly_detection
+  name: Visual Anomaly Detection
+  description: "Brick for visual anomaly detection using a pre-trained model. It processes\
+    \ images to identify unusual patterns and returns detected anomalies with bounding\
+    \ boxes. \nSupports pre-trained models provided by the framework or custom anomaly\
+    \ detection models trained on the Edge Impulse platform. \n"
   require_container: true
   require_model: true
   mount_devices_into_container: false
   ports: []
-  category: null
-  model_name: updown-wave-motion-detection
+  category: image
+  model_name: concrete-crack-anomaly-detection
   variables:
-  - name: EI_MOTION_DETECTION_MODEL
-    default_value: /models/ootb/ei/updown-wave-motion-detection.eim
+  - name: EI_V_ANOMALY_DETECTION_MODEL
+    default_value: /models/ootb/ei/concrete-crack-anomaly-detection.eim
     description: Path to the model file
     hidden: true
   - name: CUSTOM_MODEL_PATH
@@ -29,26 +24,27 @@ bricks:
     default_value: 127.0.0.1
     description: Bind address
     hidden: true
-- id: arduino:keyword_spotting
-  name: Keyword Spotting
-  description: 'Brick for keyword spotting using a pre-trained model. It processes
-    audio input to detect specific keywords or phrases.
+- id: arduino:vibration_anomaly_detection
+  name: Vibration Anomaly detection
+  description: 'This Brick is designed for vibration anomaly detection and recognition,
+    leveraging pre-trained models.
 
-    Brick is designed to work with pre-trained models provided by framework or with
-    custom audio classification models trained on Edge Impulse platform.
+    It takes input from sensors (accelerometer) to identify possible anomalies based
+    on vibration patterns.
+
+    You can use it with pre-trained models provided by the framework or with your
+    own custom anomaly detections models trained on the Edge Impulse platform.
 
     '
   require_container: true
   require_model: true
   mount_devices_into_container: false
   ports: []
-  category: audio
-  model_name: keyword-spotting-hey-arduino
-  required_devices:
-  - microphone
+  category: null
+  model_name: fan-anomaly-detection
   variables:
-  - name: EI_KEYWORD_SPOTTING_MODEL
-    default_value: /models/ootb/ei/keyword-spotting-hey-arduino.eim
+  - name: EI_VIBRATION_ANOMALY_DETECTION_MODEL
+    default_value: /models/ootb/ei/fan-anomaly-detection.eim
     description: Path to the model file
     hidden: true
   - name: CUSTOM_MODEL_PATH
@@ -59,6 +55,25 @@ bricks:
     default_value: 127.0.0.1
     description: Bind address
     hidden: true
+- id: arduino:streamlit_ui
+  name: WebUI - Streamlit
+  description: A simplified user interface based on Streamlit and Python.
+  require_container: false
+  require_model: false
+  mount_devices_into_container: false
+  ports:
+  - 7000
+  category: ui
+  requires_display: webview
+- id: arduino:weather_forecast
+  name: Weather Forecast
+  description: Online weather forecast module for Arduino using open-meteo.com geolocation
+    and weather APIs. Requires an internet connection.
+  require_container: false
+  require_model: false
+  mount_devices_into_container: false
+  ports: []
+  category: miscellaneous
 - id: arduino:wave_generator
   name: Wave Generator
   description: Continuous wave generator for audio synthesis. Generates sine, square,
@@ -70,56 +85,6 @@ bricks:
   category: audio
   required_devices:
   - speaker
-- id: arduino:image_classification
-  name: Image Classification
-  description: "Brick for image classification using a pre-trained model. It processes\
-    \ images and returns the predicted class label and confidence score.\nBrick is\
-    \ designed to work with pre-trained models provided by framework or with custom\
-    \ image classification models trained on Edge Impulse platform. \n"
-  require_container: true
-  require_model: true
-  mount_devices_into_container: false
-  ports: []
-  category: video
-  model_name: mobilenet-image-classification
-  variables:
-  - name: EI_CLASSIFICATION_MODEL
-    default_value: /models/ootb/ei/mobilenet-v2-224px.eim
-    description: Path to the model file
-    hidden: true
-  - name: CUSTOM_MODEL_PATH
-    default_value: /home/arduino/.arduino-bricks/ei-models
-    description: Path to the custom model directory
-    hidden: true
-  - name: BIND_ADDRESS
-    default_value: 127.0.0.1
-    description: Bind address
-    hidden: true
-- id: arduino:visual_anomaly_detection
-  name: Visual Anomaly Detection
-  description: "Brick for visual anomaly detection using a pre-trained model. It processes\
-    \ images to identify unusual patterns and returns detected anomalies with bounding\
-    \ boxes. \nSupports pre-trained models provided by the framework or custom anomaly\
-    \ detection models trained on the Edge Impulse platform. \n"
-  require_container: true
-  require_model: true
-  mount_devices_into_container: false
-  ports: []
-  category: image
-  model_name: concrete-crack-anomaly-detection
-  variables:
-  - name: EI_V_ANOMALY_DETECTION_MODEL
-    default_value: /models/ootb/ei/concrete-crack-anomaly-detection.eim
-    description: Path to the model file
-    hidden: true
-  - name: CUSTOM_MODEL_PATH
-    default_value: /home/arduino/.arduino-bricks/ei-models
-    description: Path to the custom model directory
-    hidden: true
-  - name: BIND_ADDRESS
-    default_value: 127.0.0.1
-    description: Bind address
-    hidden: true
 - id: arduino:cloud_llm
   name: Cloud LLM
   description: Cloud LLM Brick enables seamless integration with cloud-based Large
@@ -133,56 +98,24 @@ bricks:
   - name: API_KEY
     description: API Key for the cloud-based LLM service
     secret: true
-- id: arduino:weather_forecast
-  name: Weather Forecast
-  description: Online weather forecast module for Arduino using open-meteo.com geolocation
-    and weather APIs. Requires an internet connection.
-  require_container: false
-  require_model: false
-  mount_devices_into_container: false
-  ports: []
-  category: miscellaneous
-- id: arduino:arduino_cloud
-  name: Arduino Cloud
-  description: Connects to Arduino Cloud
-  require_container: false
-  require_model: false
-  mount_devices_into_container: false
-  ports: []
-  category: null
-  variables:
-  - name: ARDUINO_DEVICE_ID
-    description: Arduino Cloud Device ID
-    secret: true
-  - name: ARDUINO_SECRET
-    description: Arduino Cloud Secret
-    secret: true
-- id: arduino:video_object_detection
-  name: Video Object Detection
-  description: 'This object detection brick utilizes a pre-trained model to analyze
-    video streams from a camera.
-
-    It identifies objects, returning their predicted class labels, bounding boxes,
-    and confidence scores.
-
-    The output is a video stream featuring bounding boxes around detected objects,
-    with the added capability to trigger actions based on these detections.
+- id: arduino:audio_classification
+  name: Audio Classification
+  description: 'Brick for audio classification using a pre-trained model. It processes
+    audio input to classify different sounds.
 
-    It supports pre-trained models provided by the framework and custom object detection
-    models trained on the Edge Impulse platform.
+    Brick is designed to work with pre-trained models provided by framework or with
+    custom audio classification models trained on Edge Impulse platform.
 
     '
   require_container: true
   require_model: true
-  mount_devices_into_container: true
+  mount_devices_into_container: false
   ports: []
-  category: video
-  model_name: yolox-object-detection
-  required_devices:
-  - camera
+  category: audio
+  model_name: glass-breaking
   variables:
-  - name: EI_V_OBJ_DETECTION_MODEL
-    default_value: /models/ootb/ei/yolo-x-nano.eim
+  - name: EI_AUDIO_CLASSIFICATION_MODEL
+    default_value: /models/ootb/ei/glass-breaking.eim
     description: Path to the model file
     hidden: true
   - name: CUSTOM_MODEL_PATH
@@ -190,23 +123,38 @@ bricks:
     description: Path to the custom model directory
     hidden: true
   - name: BIND_ADDRESS
-    default_value: 0.0.0.0
+    default_value: 127.0.0.1
     description: Bind address
     hidden: true
-  - name: VIDEO_DEVICE
-    default_value: /dev/video1
-    description: Video device path
-    hidden: true
-- id: arduino:vibration_anomaly_detection
-  name: Vibration Anomaly detection
-  description: 'This Brick is designed for vibration anomaly detection and recognition,
-    leveraging pre-trained models.
+- id: arduino:dbstorage_sqlstore
+  name: Database - SQL
+  description: Simplified database storage layer for Arduino sensor data using SQLite
+    local database.
+  require_container: false
+  require_model: false
+  mount_devices_into_container: false
+  ports: []
+  category: storage
+- id: arduino:web_ui
+  name: WebUI - HTML
+  description: A user interface based on HTML and JavaScript that can rely on additional
+    APIs and a WebSocket exposed by a web server.
+  require_container: false
+  require_model: false
+  mount_devices_into_container: false
+  ports:
+  - 7000
+  category: ui
+  requires_display: webview
+- id: arduino:motion_detection
+  name: Motion detection
+  description: 'This Brick is designed for motion detection and recognition, leveraging
+    pre-trained models.
 
-    It takes input from sensors (accelerometer) to identify possible anomalies based
-    on vibration patterns.
+    It takes input from accelerometer sensors to identify various motion patterns.
 
     You can use it with pre-trained models provided by the framework or with your
-    own custom anomaly detections models trained on the Edge Impulse platform.
+    custom motion classification models trained on the Edge Impulse platform.
 
     '
   require_container: true
@@ -214,10 +162,10 @@ bricks:
   mount_devices_into_container: false
   ports: []
   category: null
-  model_name: fan-anomaly-detection
+  model_name: updown-wave-motion-detection
   variables:
-  - name: EI_VIBRATION_ANOMALY_DETECTION_MODEL
-    default_value: /models/ootb/ei/fan-anomaly-detection.eim
+  - name: EI_MOTION_DETECTION_MODEL
+    default_value: /models/ootb/ei/updown-wave-motion-detection.eim
     description: Path to the model file
     hidden: true
   - name: CUSTOM_MODEL_PATH
@@ -228,27 +176,54 @@ bricks:
     default_value: 127.0.0.1
     description: Bind address
     hidden: true
-- id: arduino:web_ui
-  name: WebUI - HTML
-  description: A user interface based on HTML and JavaScript that can rely on additional
-    APIs and a WebSocket exposed by a web server.
+- id: arduino:mood_detector
+  name: Mood Detection
+  description: 'This brick analyzes text sentiment to detect the mood expressed.
+
+    It classifies text as positive, negative, or neutral.
+
+    '
   require_container: false
   require_model: false
   mount_devices_into_container: false
-  ports:
-  - 7000
-  category: ui
-  requires_display: webview
-- id: arduino:sound_generator
-  name: Sound Generator
-  description: Generate sounds like notes, tones, or melodies using waveforms.
+  ports: []
+  category: text
+- id: arduino:arduino_cloud
+  name: Arduino Cloud
+  description: Connects to Arduino Cloud
   require_container: false
   require_model: false
   mount_devices_into_container: false
   ports: []
+  category: null
+  variables:
+  - name: ARDUINO_DEVICE_ID
+    description: Arduino Cloud Device ID
+    secret: true
+  - name: ARDUINO_SECRET
+    description: Arduino Cloud Secret
+    secret: true
+- id: arduino:cloud_asr
+  name: Cloud ASR
+  description: 'Cloud ASR Brick provides a unified and flexible way to connect cloud-based
+    Automatic Speech Recognition (ASR) services and transform spoken audio into text.
+
+    It enables real-time, streaming transcription from a connected microphone, leveraging
+    leading cloud providers to deliver low-latency speech-to-text processing.
+
+    '
+  require_container: false
+  require_model: false
+  mount_devices_into_container: true
+  ports: []
   category: audio
   required_devices:
-  - speaker
+  - microphone
+  variables:
+  - name: API_KEY
+    description: API Key for the cloud-based Speech to Text service
+  - name: LANGUAGE
+    description: 'Language code for transcription (e.g., en, it). Default: en'
 - id: arduino:telegram_bot
   name: Telegram Bot
   description: A brick to interact with Telegram Bot API
@@ -261,25 +236,25 @@ bricks:
   - name: TELEGRAM_BOT_TOKEN
     description: Telegram Bot Token
     secret: true
-- id: arduino:camera_code_detection
-  name: Camera Code Detection
-  description: Scans a camera for barcodes and QR codes
+- id: arduino:llm
+  name: Large Language Model (LLM)
+  description: Large Language Model (LLM) Brick enables seamless integration with
+    locally hosted LLMs for advanced AI capabilities in your Arduino projects.
   require_container: false
-  require_model: false
-  mount_devices_into_container: false
-  ports: []
-  category: video
-  required_devices:
-  - camera
-- id: arduino:dbstorage_sqlstore
-  name: Database - SQL
-  description: Simplified database storage layer for Arduino sensor data using SQLite
-    local database.
-  require_container: false
-  require_model: false
+  require_model: true
   mount_devices_into_container: false
   ports: []
-  category: storage
+  category: null
+  model_name: genie:qwen3-4b
+  supported_boards:
+  - ventunoq
+  requires_services:
+  - arduino:genie
+  variables:
+  - name: LOCAL_LLM_API_KEY
+    default_value: api_key
+    description: API Key for the local LLM service
+    secret: true
 - id: arduino:video_image_classification
   name: Video Image Classification
   description: 'This image classification brick utilizes a pre-trained model to analyze
@@ -319,27 +294,75 @@ bricks:
     default_value: /dev/video1
     description: Video device path
     hidden: true
-- id: arduino:cloud_asr
-  name: Cloud ASR
-  description: 'Cloud ASR Brick provides a unified and flexible way to connect cloud-based
-    Automatic Speech Recognition (ASR) services and transform spoken audio into text.
+- id: arduino:asr
+  name: Automatic Speech Recognition (ASR)
+  description: Automatic Speech Recognition brick for offline speech-to-text processing
+  require_container: false
+  require_model: true
+  mount_devices_into_container: false
+  ports: []
+  category: audio
+  model_name: whisper-small
+  supported_boards:
+  - ventunoq
+  requires_services:
+  - arduino:genie_audio
+  variables:
+  - name: VAD_LEN_HANGOVER
+    default_value: 70
+    description: Length of hangover for Voice Activity Detection (in number of frames
+      of 10ms duration)
+    hidden: true
+- id: arduino:video_object_detection
+  name: Video Object Detection
+  description: 'This object detection brick utilizes a pre-trained model to analyze
+    video streams from a camera.
 
-    It enables real-time, streaming transcription from a connected microphone, leveraging
-    leading cloud providers to deliver low-latency speech-to-text processing.
+    It identifies objects, returning their predicted class labels, bounding boxes,
+    and confidence scores.
+
+    The output is a video stream featuring bounding boxes around detected objects,
+    with the added capability to trigger actions based on these detections.
+
+    It supports pre-trained models provided by the framework and custom object detection
+    models trained on the Edge Impulse platform.
 
     '
-  require_container: false
-  require_model: false
+  require_container: true
+  require_model: true
   mount_devices_into_container: true
   ports: []
-  category: audio
+  category: video
+  model_name: yolox-object-detection
   required_devices:
-  - microphone
+  - camera
   variables:
-  - name: API_KEY
-    description: API Key for the cloud-based Speech to Text service
-  - name: LANGUAGE
-    description: 'Language code for transcription (e.g., en, it). Default: en'
+  - name: EI_V_OBJ_DETECTION_MODEL
+    default_value: /models/ootb/ei/yolo-x-nano.eim
+    description: Path to the model file
+    hidden: true
+  - name: CUSTOM_MODEL_PATH
+    default_value: /home/arduino/.arduino-bricks/ei-models
+    description: Path to the custom model directory
+    hidden: true
+  - name: BIND_ADDRESS
+    default_value: 0.0.0.0
+    description: Bind address
+    hidden: true
+  - name: VIDEO_DEVICE
+    default_value: /dev/video1
+    description: Video device path
+    hidden: true
+- id: arduino:camera_code_detection
+  name: Camera Code Detection
+  description: Scans a camera for barcodes and QR codes
+  require_container: false
+  require_model: false
+  mount_devices_into_container: false
+  ports: []
+  category: video
+  required_devices:
+  - camera
 - id: arduino:dbstorage_tsstore
   name: Database - Time Series
   description: Simplified time series database storage layer for Arduino sensor samples
@@ -366,28 +389,16 @@ bricks:
     default_value: 127.0.0.1
     description: External container address
     hidden: true
-- id: arduino:mood_detector
-  name: Mood Detection
-  description: 'This brick analyzes text sentiment to detect the mood expressed.
-
-    It classifies text as positive, negative, or neutral.
-
-    '
+- id: arduino:sound_generator
+  name: Sound Generator
+  description: Generate sounds like notes, tones, or melodies using waveforms.
   require_container: false
   require_model: false
   mount_devices_into_container: false
   ports: []
-  category: text
-- id: arduino:streamlit_ui
-  name: WebUI - Streamlit
-  description: A simplified user interface based on Streamlit and Python.
-  require_container: false
-  require_model: false
-  mount_devices_into_container: false
-  ports:
-  - 7000
-  category: ui
-  requires_display: webview
+  category: audio
+  required_devices:
+  - speaker
 - id: arduino:object_detection
   name: Object Detection
   description: "Brick for object detection using a pre-trained model. It processes\
@@ -413,10 +424,69 @@ bricks:
     default_value: 127.0.0.1
     description: Bind address
     hidden: true
-- id: arduino:audio_classification
-  name: Audio Classification
-  description: 'Brick for audio classification using a pre-trained model. It processes
-    audio input to classify different sounds.
+- id: arduino:gesture_recognition
+  name: Gesture Recognition
+  description: 'This gesture recognition brick utilizes a pre-trained model to analyze
+    video streams from a camera.
+
+    The output is a video stream featuring gesture recognition as overlay, with the
+    added capability to
+
+    trigger actions based on these detections.
+
+    '
+  require_container: true
+  require_model: false
+  mount_devices_into_container: false
+  ports: []
+  category: video
+  required_devices:
+  - camera
+  supported_boards:
+  - ventunoq
+- id: arduino:image_classification
+  name: Image Classification
+  description: "Brick for image classification using a pre-trained model. It processes\
+    \ images and returns the predicted class label and confidence score.\nBrick is\
+    \ designed to work with pre-trained models provided by framework or with custom\
+    \ image classification models trained on Edge Impulse platform. \n"
+  require_container: true
+  require_model: true
+  mount_devices_into_container: false
+  ports: []
+  category: video
+  model_name: mobilenet-image-classification
+  variables:
+  - name: EI_CLASSIFICATION_MODEL
+    default_value: /models/ootb/ei/mobilenet-v2-224px.eim
+    description: Path to the model file
+    hidden: true
+  - name: CUSTOM_MODEL_PATH
+    default_value: /home/arduino/.arduino-bricks/ei-models
+    description: Path to the custom model directory
+    hidden: true
+  - name: BIND_ADDRESS
+    default_value: 127.0.0.1
+    description: Bind address
+    hidden: true
+- id: arduino:vlm
+  name: Visual Language Model (VLM)
+  description: Visual Language Model (VLM) Brick enables seamless integration with
+    locally hosted VLMs for advanced AI capabilities in your Arduino projects.
+  require_container: false
+  require_model: true
+  mount_devices_into_container: false
+  ports: []
+  category: null
+  model_name: genie:qwen3-vl-4b
+  supported_boards:
+  - ventunoq
+  requires_services:
+  - arduino:genie
+- id: arduino:keyword_spotting
+  name: Keyword Spotting
+  description: 'Brick for keyword spotting using a pre-trained model. It processes
+    audio input to detect specific keywords or phrases.
 
     Brick is designed to work with pre-trained models provided by framework or with
     custom audio classification models trained on Edge Impulse platform.
@@ -427,10 +497,12 @@ bricks:
   mount_devices_into_container: false
   ports: []
   category: audio
-  model_name: glass-breaking
+  model_name: keyword-spotting-hey-arduino
+  required_devices:
+  - microphone
   variables:
-  - name: EI_AUDIO_CLASSIFICATION_MODEL
-    default_value: /models/ootb/ei/glass-breaking.eim
+  - name: EI_KEYWORD_SPOTTING_MODEL
+    default_value: /models/ootb/ei/keyword-spotting-hey-arduino.eim
     description: Path to the model file
     hidden: true
   - name: CUSTOM_MODEL_PATH
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/audio_classification/brick_compose.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/audio_classification/brick_compose.yaml
similarity index 91%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/audio_classification/brick_compose.yaml
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/audio_classification/brick_compose.yaml
index 8887b1c18..86d6ef972 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/audio_classification/brick_compose.yaml
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/audio_classification/brick_compose.yaml
@@ -1,13 +1,11 @@
 services:
   ei-audio-classifier-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"     
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1339:1337
     volumes:
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/dbstorage_tsstore/brick_compose.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/dbstorage_tsstore/brick_compose.yaml
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/dbstorage_tsstore/brick_compose.yaml
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/dbstorage_tsstore/brick_compose.yaml
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/gesture_recognition/brick_compose.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/gesture_recognition/brick_compose.yaml
new file mode 100644
index 000000000..6ea5c2079
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/gesture_recognition/brick_compose.yaml
@@ -0,0 +1,19 @@
+services:
+  gesture_recognition:
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/gesture-recognition:dev-next
+    logging:
+      driver: "json-file"
+      options:
+        max-size: "5m"
+        max-file: "2"
+    ports:
+      - ${BIND_ADDRESS:-0.0.0.0}:5002:5002
+    devices:
+      - /dev/dma_heap/system
+      - /dev/dma_heap/qcom,system
+      - /dev/fastrpc-cdsp    
+    healthcheck:
+      test: [ "CMD-SHELL", "nc -zv gesture_recognition 5002 || exit 1" ]
+      interval: 1s
+      timeout: 2s
+      retries: 30
\ No newline at end of file
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/image_classification/brick_compose.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/image_classification/brick_compose.yaml
similarity index 91%
rename from internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/image_classification/brick_compose.yaml
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/image_classification/brick_compose.yaml
index 742c6474d..4893e246e 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/image_classification/brick_compose.yaml
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/image_classification/brick_compose.yaml
@@ -1,13 +1,11 @@
 services:
   ei-classification-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"     
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1338:1337
     volumes:
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/keyword_spotting/brick_compose.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/keyword_spotting/brick_compose.yaml
similarity index 91%
rename from internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/keyword_spotting/brick_compose.yaml
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/keyword_spotting/brick_compose.yaml
index ef3d418cc..c1d00f8d8 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/keyword_spotting/brick_compose.yaml
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/keyword_spotting/brick_compose.yaml
@@ -1,13 +1,11 @@
 services:
   ei-keyword-spot-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"     
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1340:1337
     volumes:
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/motion_detection/brick_compose.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/motion_detection/brick_compose.yaml
similarity index 91%
rename from internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/motion_detection/brick_compose.yaml
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/motion_detection/brick_compose.yaml
index 1943c9785..fb4dd245e 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/motion_detection/brick_compose.yaml
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/motion_detection/brick_compose.yaml
@@ -1,13 +1,11 @@
 services:
   ei-motion-detection-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"     
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1341:1337
     volumes:
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/object_detection/brick_compose.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/object_detection/brick_compose.yaml
similarity index 91%
rename from internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/object_detection/brick_compose.yaml
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/object_detection/brick_compose.yaml
index bfe701204..7a7e1ff7b 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/object_detection/brick_compose.yaml
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/object_detection/brick_compose.yaml
@@ -1,13 +1,11 @@
 services:
   ei-obj-detection-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"     
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1337:1337
     volumes:
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/vibration_anomaly_detection/brick_compose.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/vibration_anomaly_detection/brick_compose.yaml
similarity index 92%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/vibration_anomaly_detection/brick_compose.yaml
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/vibration_anomaly_detection/brick_compose.yaml
index 3a4c2a245..edc0e9fd9 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/vibration_anomaly_detection/brick_compose.yaml
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/vibration_anomaly_detection/brick_compose.yaml
@@ -2,14 +2,12 @@
 # CUSTOM_MODEL_PATH = path to the custom model directory
 services:
   ei-anomaly-detection-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"     
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1342:1337
     volumes:
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/video_image_classification/brick_compose.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/video_image_classification/brick_compose.yaml
similarity index 84%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/video_image_classification/brick_compose.yaml
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/video_image_classification/brick_compose.yaml
index 158464641..3584d13bf 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/video_image_classification/brick_compose.yaml
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/video_image_classification/brick_compose.yaml
@@ -1,6 +1,6 @@
 services:
   ei-video-classification-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
@@ -13,7 +13,7 @@ services:
       - "/run/udev:/run/udev"
     command: ["--model-file", "${EI_V_CLASSIFICATION_MODEL:-/models/ootb/ei/mobilenet-v2-224px.eim}", "--gst-source", "tcpserversrc host=0.0.0.0 port=5050 ! jpegdec", "--dont-print-predictions", "--preview-original-resolution"]
     healthcheck:
-      test: [ "CMD-SHELL", "netstat -tuln | grep :5050 || exit 1" ]
+      test: [ "CMD-SHELL", "grep -i ':13BA' /proc/net/tcp | grep ' 0A ' || exit 1" ] # Hex encoding of port 5050
       interval: 2s
       timeout: 2s
       retries: 25
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/video_object_detection/brick_compose.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/video_object_detection/brick_compose.yaml
similarity index 84%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/video_object_detection/brick_compose.yaml
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/video_object_detection/brick_compose.yaml
index cff716a92..6c35e5db9 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/video_object_detection/brick_compose.yaml
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/video_object_detection/brick_compose.yaml
@@ -1,6 +1,6 @@
 services:
   ei-video-obj-detection-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
@@ -13,7 +13,7 @@ services:
       - "/run/udev:/run/udev"
     command: ["--model-file", "${EI_V_OBJ_DETECTION_MODEL:-/models/ootb/ei/yolo-x-nano.eim}", "--gst-source", "tcpserversrc host=0.0.0.0 port=5050 ! jpegdec", "--dont-print-predictions", "--preview-original-resolution"]
     healthcheck:
-      test: [ "CMD-SHELL", "netstat -tuln | grep :5050 || exit 1" ]
+      test: [ "CMD-SHELL", "grep -i ':13BA' /proc/net/tcp | grep ' 0A ' || exit 1" ] # Hex encoding of port 5050
       interval: 2s
       timeout: 2s
       retries: 25
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/visual_anomaly_detection/brick_compose.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/visual_anomaly_detection/brick_compose.yaml
similarity index 92%
rename from internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/visual_anomaly_detection/brick_compose.yaml
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/visual_anomaly_detection/brick_compose.yaml
index d62ec03f3..e0b3f6231 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/visual_anomaly_detection/brick_compose.yaml
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/compose/arduino/visual_anomaly_detection/brick_compose.yaml
@@ -1,13 +1,11 @@
 services:
   ei-obj-video-anomalies-det-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"    
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1343:1337
     volumes:
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/arduino_cloud/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/arduino_cloud/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/arduino_cloud/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/arduino_cloud/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/asr/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/asr/README.md
new file mode 100644
index 000000000..177c21334
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/asr/README.md
@@ -0,0 +1,10 @@
+# Automatic Speech Recognition Brick
+
+The `AutomaticSpeechRecognition` brick provides on-device automatic speech recognition (ASR) capabilities for audio streams and files. It offers a high-level interface for transcribing audio using a local model, with support for both real-time and batch processing.
+
+## LocalASR Class Features
+
+- **Offline Operation:** All transcriptions are performed locally, ensuring data privacy and eliminating network dependencies.
+- **Multi Language Support:** Supports the transcription of spoken multiple languages.
+- **Audio Input Formats**: Designed to work with the Microphone peripheral, WAV and PCM audio.
+- **Concurrency Control**: Limits the number of simultaneous transcription sessions to avoid resource exhaustion.
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/audio_classification/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/audio_classification/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/audio_classification/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/audio_classification/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/camera_code_detection/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/camera_code_detection/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/camera_code_detection/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/camera_code_detection/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/cloud_asr/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/cloud_asr/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/cloud_asr/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/cloud_asr/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/cloud_llm/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/cloud_llm/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/cloud_llm/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/cloud_llm/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/dbstorage_sqlstore/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/dbstorage_sqlstore/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/dbstorage_sqlstore/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/dbstorage_sqlstore/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/dbstorage_tsstore/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/dbstorage_tsstore/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/dbstorage_tsstore/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/dbstorage_tsstore/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/gesture_recognition/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/gesture_recognition/README.md
new file mode 100644
index 000000000..8ed176d39
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/gesture_recognition/README.md
@@ -0,0 +1,5 @@
+# Gesture Recognition Brick
+
+This gesture recognition brick utilizes a pre-trained model to analyze video streams from a camera.
+The output is a video stream featuring gesture recognition as overlay, with the added capability to
+trigger actions based on these detections.
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/image_classification/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/image_classification/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/image_classification/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/image_classification/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/keyword_spotting/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/keyword_spotting/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/keyword_spotting/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/keyword_spotting/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/llm/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/llm/README.md
new file mode 100644
index 000000000..cdfddf309
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/llm/README.md
@@ -0,0 +1,7 @@
+# Large Language Model (LLMs) Brick
+
+A Brick for interacting with locally-based Large Language Models (LLMs).
+
+This class wraps LangChain functionality to provide a simplified, unified interface for chatting with models like Qwenm, LLama, Gemma.
+It supports both synchronous 'one-shot' responses and streaming output, with optional conversational memory.
+
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/mood_detector/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/mood_detector/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/mood_detector/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/mood_detector/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/motion_detection/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/motion_detection/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/motion_detection/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/motion_detection/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/object_detection/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/object_detection/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/object_detection/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/object_detection/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/sound_generator/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/sound_generator/README.md
similarity index 93%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/sound_generator/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/sound_generator/README.md
index 378b010cb..864fa7e77 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/sound_generator/README.md
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/sound_generator/README.md
@@ -8,9 +8,9 @@ Sound Generator is a lightweight and expressive audio generation brick that lets
 
 - Generate tones and melodies from notes or frequencies
 - Choose your waveform — sine, square, triangle, sawtooth
-- Add sound effects such as chorus, overdrive, delay, vibrato, or distortion
+- Add sound effects such as ADSR, bitcrusher, chorus, tremolo, vibrato, or overdrive
 - Compose procedural music directly from code
-- Real-time playback over speaker
+- Playback over speaker
 
 ## Code example and usage
 
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/streamlit_ui/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/streamlit_ui/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/streamlit_ui/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/streamlit_ui/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/telegram_bot/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/telegram_bot/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/telegram_bot/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/telegram_bot/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/vibration_anomaly_detection/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/vibration_anomaly_detection/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/vibration_anomaly_detection/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/vibration_anomaly_detection/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/video_image_classification/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/video_image_classification/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/video_image_classification/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/video_image_classification/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/video_object_detection/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/video_object_detection/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/video_object_detection/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/video_object_detection/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/visual_anomaly_detection/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/visual_anomaly_detection/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/visual_anomaly_detection/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/visual_anomaly_detection/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/vlm/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/vlm/README.md
new file mode 100644
index 000000000..5f7b41e1f
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/vlm/README.md
@@ -0,0 +1,3 @@
+# Vision Language Model (VLM) Brick
+
+Visual Language Model (VLM) Brick enables seamless integration with locally hosted VLMs for advanced AI capabilities in your Arduino projects.
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/wave_generator/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/wave_generator/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/wave_generator/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/wave_generator/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/weather_forecast/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/weather_forecast/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/weather_forecast/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/weather_forecast/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/web_ui/README.md b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/web_ui/README.md
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/docs/arduino/web_ui/README.md
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/docs/arduino/web_ui/README.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/arduino_cloud/1_led_blink.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/arduino_cloud/1_led_blink.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/arduino_cloud/1_led_blink.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/arduino_cloud/1_led_blink.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/arduino_cloud/2_light_with_colors_monitor.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/arduino_cloud/2_light_with_colors_monitor.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/arduino_cloud/2_light_with_colors_monitor.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/arduino_cloud/2_light_with_colors_monitor.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/arduino_cloud/3_light_with_colors_command.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/arduino_cloud/3_light_with_colors_command.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/arduino_cloud/3_light_with_colors_command.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/arduino_cloud/3_light_with_colors_command.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/asr/00_transcribe_wav.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/asr/00_transcribe_wav.py
new file mode 100644
index 000000000..83d54bc83
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/asr/00_transcribe_wav.py
@@ -0,0 +1,13 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Transcribe a wav file"
+# EXAMPLE_REQUIRES = "Requires a WAV file with a voice recording"
+from arduino.app_bricks.asr import AutomaticSpeechRecognition
+
+
+asr = AutomaticSpeechRecognition()
+with open("recording_01.wav", "rb") as wav_file:
+    text = asr.transcribe_wav(wav_file.read())
+    print(f"Transcription: {text}")
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/asr/01_stream_wav_transcription.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/asr/01_stream_wav_transcription.py
new file mode 100644
index 000000000..0b624732b
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/asr/01_stream_wav_transcription.py
@@ -0,0 +1,19 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Transcribe a wav file and stream the results"
+# EXAMPLE_REQUIRES = "Requires a WAV file with a voice recording"
+from arduino.app_bricks.asr import AutomaticSpeechRecognition
+
+
+asr = AutomaticSpeechRecognition()
+with open("recording_01.wav", "rb") as wav_file:
+    with asr.transcribe_wav_stream(wav_file.read()) as stream:
+        for chunk in stream:
+            match chunk.type:
+                case "partial_text":
+                    print(f"Partial: {chunk.data}")
+                case "full_text":
+                    print(f"Final: {chunk.data}")
+                    break
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/asr/02_transcribe_mic.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/asr/02_transcribe_mic.py
new file mode 100644
index 000000000..8c91655ef
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/asr/02_transcribe_mic.py
@@ -0,0 +1,18 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Transcribe audio from microphone"
+# EXAMPLE_REQUIRES = "Requires a microphone device"
+from arduino.app_bricks.asr import AutomaticSpeechRecognition
+from arduino.app_peripherals.microphone import Microphone
+
+
+mic = Microphone()
+mic.start()
+
+asr = AutomaticSpeechRecognition()
+text = asr.transcribe_mic(mic, duration=5)
+print(f"Transcription: {text}")
+
+mic.stop()
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/asr/03_stream_mic_transcription.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/asr/03_stream_mic_transcription.py
new file mode 100644
index 000000000..8f0f8414c
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/asr/03_stream_mic_transcription.py
@@ -0,0 +1,24 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Transcribe audio from microphone and stream the results"
+# EXAMPLE_REQUIRES = "Requires a microphone device"
+from arduino.app_bricks.asr import AutomaticSpeechRecognition
+from arduino.app_peripherals.microphone import Microphone
+
+
+mic = Microphone()
+mic.start()
+
+asr = AutomaticSpeechRecognition()
+with asr.transcribe_mic_stream(mic, duration=5) as stream:
+    for chunk in stream:
+        match chunk.type:
+            case "partial_text":
+                print(f"Partial: {chunk.data}")
+            case "full_text":
+                print(f"Final: {chunk.data}")
+                break
+
+mic.stop()
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/audio_classification/1_glass_breaking_from_mic.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/audio_classification/1_glass_breaking_from_mic.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/audio_classification/1_glass_breaking_from_mic.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/audio_classification/1_glass_breaking_from_mic.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/audio_classification/2_glass_breaking_from_file.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/audio_classification/2_glass_breaking_from_file.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/audio_classification/2_glass_breaking_from_file.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/audio_classification/2_glass_breaking_from_file.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/camera_code_detection/1_detection.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/camera_code_detection/1_detection.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/camera_code_detection/1_detection.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/camera_code_detection/1_detection.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/camera_code_detection/2_detection_list.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/camera_code_detection/2_detection_list.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/camera_code_detection/2_detection_list.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/camera_code_detection/2_detection_list.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/camera_code_detection/3_detection_with_overrides.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/camera_code_detection/3_detection_with_overrides.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/camera_code_detection/3_detection_with_overrides.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/camera_code_detection/3_detection_with_overrides.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_asr/1_asr.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_asr/1_asr.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_asr/1_asr.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_asr/1_asr.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_asr/2_multilingual_asr.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_asr/2_multilingual_asr.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_asr/2_multilingual_asr.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_asr/2_multilingual_asr.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_asr/3_event_stream.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_asr/3_event_stream.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_asr/3_event_stream.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_asr/3_event_stream.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_asr/4_different_providers.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_asr/4_different_providers.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_asr/4_different_providers.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_asr/4_different_providers.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_llm/1_simple_prompt.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_llm/1_simple_prompt.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_llm/1_simple_prompt.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_llm/1_simple_prompt.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_llm/2_streaming_responses.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_llm/2_streaming_responses.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_llm/2_streaming_responses.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_llm/2_streaming_responses.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_llm/3_no_memory.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_llm/3_no_memory.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_llm/3_no_memory.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_llm/3_no_memory.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_llm/4_model_selection.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_llm/4_model_selection.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_llm/4_model_selection.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_llm/4_model_selection.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_llm/5_tool_calling.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_llm/5_tool_calling.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_llm/5_tool_calling.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_llm/5_tool_calling.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_llm/6_multimodal.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_llm/6_multimodal.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/cloud_llm/6_multimodal.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/cloud_llm/6_multimodal.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/dbstorage_sqlstore/store_and_read_example.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/dbstorage_sqlstore/store_and_read_example.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/dbstorage_sqlstore/store_and_read_example.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/dbstorage_sqlstore/store_and_read_example.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/dbstorage_tsstore/1_write_read.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/dbstorage_tsstore/1_write_read.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/dbstorage_tsstore/1_write_read.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/dbstorage_tsstore/1_write_read.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/dbstorage_tsstore/2_read_all_samples.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/dbstorage_tsstore/2_read_all_samples.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/dbstorage_tsstore/2_read_all_samples.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/dbstorage_tsstore/2_read_all_samples.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/gesture_recognition/01_gesture.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/gesture_recognition/01_gesture.py
new file mode 100644
index 000000000..912506140
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/gesture_recognition/01_gesture.py
@@ -0,0 +1,16 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Gesture recognition"
+# EXAMPLE_REQUIRES = "Requires a connected camera"
+
+from arduino.app_bricks.gesture_recognition import GestureRecognition
+from arduino.app_utils.app import App
+
+pd = GestureRecognition()
+pd.on_gesture("Victory", lambda meta: print("All your bases are belong to us"))
+pd.on_gesture("Open_Palm", lambda meta: print("Moving left!"), hand="left")
+pd.on_gesture("Open_Palm", lambda meta: print("Moving right!"), hand="right")
+
+App.run()
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/gesture_recognition/02_enter_exit.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/gesture_recognition/02_enter_exit.py
new file mode 100644
index 000000000..fa4a4662a
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/gesture_recognition/02_enter_exit.py
@@ -0,0 +1,15 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Gesture recognition hand enter/exit detection"
+# EXAMPLE_REQUIRES = "Requires a connected camera"
+
+from arduino.app_bricks.gesture_recognition import GestureRecognition
+from arduino.app_utils.app import App
+
+pd = GestureRecognition()
+pd.on_enter(lambda: print("Hi there!"))
+pd.on_exit(lambda: print("Goodbye!"))
+
+App.run()
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/gesture_recognition/03_confirm_deny.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/gesture_recognition/03_confirm_deny.py
new file mode 100644
index 000000000..0d24c6065
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/gesture_recognition/03_confirm_deny.py
@@ -0,0 +1,15 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Get user confirmation with hand gestures"
+# EXAMPLE_REQUIRES = "Requires a connected camera"
+
+from arduino.app_bricks.gesture_recognition import GestureRecognition
+from arduino.app_utils.app import App
+
+pd = GestureRecognition()
+pd.on_gesture("Thumb_Up", lambda meta: print("Operation confirmed!"))
+pd.on_gesture("Thumb_Down", lambda meta: print("Operation denied!"))
+
+App.run()
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/image_classification/image_classification_example.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/image_classification/image_classification_example.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/image_classification/image_classification_example.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/image_classification/image_classification_example.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/keyword_spotting/1_hello_world.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/keyword_spotting/1_hello_world.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/keyword_spotting/1_hello_world.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/keyword_spotting/1_hello_world.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/01_simple_chat.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/01_simple_chat.py
new file mode 100644
index 000000000..392d13ebe
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/01_simple_chat.py
@@ -0,0 +1,22 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with a Local LLM"
+# EXAMPLE_REQUIRES = "Models must be downloaded and available locally."
+
+from arduino.app_bricks.llm import LargeLanguageModel
+from arduino.app_utils import App
+
+llm = LargeLanguageModel()
+
+
+def ask_prompt():
+    prompt = input("Enter your prompt (or type 'exit' to quit): ")
+    if prompt.lower() == "exit":
+        raise StopIteration()
+    print(llm.chat(prompt))
+    print()
+
+
+App.run(ask_prompt)
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/02_simple_streaming_chat.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/02_simple_streaming_chat.py
new file mode 100644
index 000000000..7352d2ce5
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/02_simple_streaming_chat.py
@@ -0,0 +1,23 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with a Local LLM"
+# EXAMPLE_REQUIRES = "Models must be downloaded and available locally."
+
+from arduino.app_bricks.llm import LargeLanguageModel
+from arduino.app_utils import App
+
+llm = LargeLanguageModel()
+
+
+def ask_prompt():
+    prompt = input("Enter your prompt (or type 'exit' to quit): ")
+    if prompt.lower() == "exit":
+        raise StopIteration()
+    for chunk in llm.chat_stream(prompt):
+        print(chunk, end="", flush=True)
+    print()
+
+
+App.run(ask_prompt)
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/03_external_provider_streaming_chat.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/03_external_provider_streaming_chat.py
new file mode 100644
index 000000000..c30eacbfb
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/03_external_provider_streaming_chat.py
@@ -0,0 +1,23 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with a Local LLM"
+# EXAMPLE_REQUIRES = "Models must be downloaded and available locally."
+
+from arduino.app_bricks.llm import LargeLanguageModel
+from arduino.app_utils import App
+
+llm = LargeLanguageModel(model="genie:qwen3:4b")
+
+
+def ask_prompt():
+    prompt = input("Enter your prompt (or type 'exit' to quit): ")
+    if prompt.lower() == "exit":
+        raise StopIteration()
+    for chunk in llm.chat_stream(prompt):
+        print(chunk, end="", flush=True)
+    print()
+
+
+App.run(ask_prompt)
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/04_streaming_with_tools.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/04_streaming_with_tools.py
new file mode 100644
index 000000000..32b353597
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/04_streaming_with_tools.py
@@ -0,0 +1,48 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with tools and streaming"
+# EXAMPLE_REQUIRES = "Models must be downloaded and available locally."
+
+from arduino.app_bricks.llm import LargeLanguageModel, tool
+from arduino.app_utils import App
+
+
+# Tool definition - simulates a simple weather API - please replace with actual API calls in a real application
+@tool
+def get_current_weather(location: str) -> str:
+    """
+    Get the current weather in a given location.
+    The output is a string with a summary of the weather.
+
+    Args:
+        location (str): The location to get the weather for.
+
+    Returns:
+        str: A summary of the current weather in the specified location.
+
+    """
+    if "boston" in location.lower():
+        return "The current weather in Boston is 15°C and partly cloudy."
+    elif "paris" in location.lower():
+        return "The current weather in Paris is 8°C and rainy."
+    elif "turin" in location.lower():
+        return "The current weather in Turin is 8°C and rainy."
+    else:
+        return f"Sorry, I do not have real-time weather data for {location}. Assuming it's a sunny day!"
+
+
+llm = LargeLanguageModel(max_tokens=512, tools=[get_current_weather])
+
+
+def ask_prompt():
+    prompt = input("Enter your prompt (or type 'exit' to quit): ")
+    if prompt.lower() == "exit":
+        raise StopIteration()
+    for chunk in llm.chat_stream(prompt):
+        print(chunk, end="", flush=True)
+    print()
+
+
+App.run(ask_prompt)
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/04_tool_calling.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/04_tool_calling.py
new file mode 100644
index 000000000..1caefe548
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/llm/04_tool_calling.py
@@ -0,0 +1,41 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with an LLM using Tool Calling"
+# EXAMPLE_REQUIRES = "Requires a valid API key to a cloud LLM service."
+
+from arduino.app_bricks.llm import LargeLanguageModel, tool
+from arduino.app_utils import App
+
+
+@tool
+def get_current_weather(location: str) -> str:
+    """
+    Get the current weather in a given location.
+    The output is a string with a summary of the weather.
+    """
+    if "boston" in location.lower():
+        return "The current weather in Boston is -5°C and rainy."
+    elif "paris" in location.lower():
+        return "The current weather in Paris is 8°C and rainy."
+    elif "turin" in location.lower():
+        return "The current weather in Turin is 8°C and rainy."
+    else:
+        return f"Sorry, I do not have real-time weather data for {location}. Assuming it's a sunny day!"
+
+
+llm = LargeLanguageModel(
+    tools=[get_current_weather],
+)
+
+
+def ask_prompt():
+    prompt = input("Enter your prompt (or type 'exit' to quit): ")
+    if prompt.lower() == "exit":
+        raise StopIteration()
+    print(llm.chat(prompt))
+    print()
+
+
+App.run(ask_prompt)
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/mood_detector/1_basic_usage.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/mood_detector/1_basic_usage.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/mood_detector/1_basic_usage.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/mood_detector/1_basic_usage.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/motion_detection/1_basic_usage.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/motion_detection/1_basic_usage.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/motion_detection/1_basic_usage.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/motion_detection/1_basic_usage.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/object_detection/object_detection_example.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/object_detection/object_detection_example.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/object_detection/object_detection_example.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/object_detection/object_detection_example.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/1_play_sequence.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/1_play_sequence.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/1_play_sequence.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/1_play_sequence.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/2_stream_sequence.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/2_stream_sequence.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/2_stream_sequence.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/2_stream_sequence.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/3_play_abc_notation.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/3_play_abc_notation.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/3_play_abc_notation.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/3_play_abc_notation.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/4_effects.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/4_effects.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/4_effects.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/4_effects.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/5_play_chords.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/5_play_chords.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/5_play_chords.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/5_play_chords.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/6_play_polyphonic.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/6_play_polyphonic.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/6_play_polyphonic.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/6_play_polyphonic.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/7_play_step_sequence.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/7_play_step_sequence.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/7_play_step_sequence.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/7_play_step_sequence.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/8_play_composition.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/8_play_composition.py
similarity index 59%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/8_play_composition.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/8_play_composition.py
index fbab43772..adf832b5c 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/8_play_composition.py
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/8_play_composition.py
@@ -29,6 +29,21 @@
 )
 
 player = SoundGenerator()
-player.play_composition(comp, block=True)
+
+# Choose how to play the composition:
+# - "once": play it once and wait automatically until it finishes
+# - "timed_loop": loop it for a fixed duration and wait automatically
+# - "loop": loop forever until the app is stopped
+PLAY_MODE = "timed_loop"
+LOOP_DURATION_SECONDS = 10.0
+
+if PLAY_MODE == "once":
+    player.play_composition(comp)
+elif PLAY_MODE == "timed_loop":
+    player.play_composition(comp, loop=True, play_for=LOOP_DURATION_SECONDS)
+elif PLAY_MODE == "loop":
+    player.play_composition(comp, loop=True)
+else:
+    raise ValueError(f"Unsupported PLAY_MODE: {PLAY_MODE}")
 
 App.run()
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/9_play_wav.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/9_play_wav.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/9_play_wav.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/sound_generator/9_play_wav.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/streamlit_ui/1_basic_usage.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/streamlit_ui/1_basic_usage.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/streamlit_ui/1_basic_usage.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/streamlit_ui/1_basic_usage.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/1_text_echo.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/1_text_echo.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/1_text_echo.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/1_text_echo.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/2_command_handler.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/2_command_handler.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/2_command_handler.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/2_command_handler.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/3_whitelist_auth.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/3_whitelist_auth.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/3_whitelist_auth.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/3_whitelist_auth.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/4_scheduled_messages.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/4_scheduled_messages.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/4_scheduled_messages.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/4_scheduled_messages.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/5_photo_echo.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/5_photo_echo.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/5_photo_echo.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/5_photo_echo.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/6_audio_echo.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/6_audio_echo.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/6_audio_echo.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/6_audio_echo.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/7_video_echo.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/7_video_echo.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/7_video_echo.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/7_video_echo.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/8_document_echo.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/8_document_echo.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/telegram_bot/8_document_echo.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/telegram_bot/8_document_echo.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/vibration_anomaly_detection/1_basic_usage.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/vibration_anomaly_detection/1_basic_usage.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/vibration_anomaly_detection/1_basic_usage.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/vibration_anomaly_detection/1_basic_usage.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/video_image_classification/1_basic_usage.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/video_image_classification/1_basic_usage.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/video_image_classification/1_basic_usage.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/video_image_classification/1_basic_usage.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/video_object_detection/1_basic_usage.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/video_object_detection/1_basic_usage.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/video_object_detection/1_basic_usage.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/video_object_detection/1_basic_usage.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/video_object_detection/2_count_objects.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/video_object_detection/2_count_objects.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/video_object_detection/2_count_objects.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/video_object_detection/2_count_objects.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/video_object_detection/3_get_image.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/video_object_detection/3_get_image.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/video_object_detection/3_get_image.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/video_object_detection/3_get_image.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/visual_anomaly_detection/object_detection_example.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/visual_anomaly_detection/object_detection_example.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/visual_anomaly_detection/object_detection_example.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/visual_anomaly_detection/object_detection_example.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/visual_anomaly_detection/visual_anomaly_example.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/visual_anomaly_detection/visual_anomaly_example.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/visual_anomaly_detection/visual_anomaly_example.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/visual_anomaly_detection/visual_anomaly_example.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/vlm/01_simple_chat.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/vlm/01_simple_chat.py
new file mode 100644
index 000000000..dd053e26f
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/vlm/01_simple_chat.py
@@ -0,0 +1,12 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with a Local VLM"
+# EXAMPLE_REQUIRES = "Models must be downloaded and available locally."
+
+from arduino.app_bricks.vlm import VisionLanguageModel
+
+vlm = VisionLanguageModel()
+
+print(vlm.chat("Describe the image.", images=["chair.jpg"]))
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/vlm/02_simple_streaming_chat.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/vlm/02_simple_streaming_chat.py
new file mode 100644
index 000000000..32ed2f679
--- /dev/null
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/vlm/02_simple_streaming_chat.py
@@ -0,0 +1,13 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with a Local VLM"
+# EXAMPLE_REQUIRES = "Models must be downloaded and available locally."
+
+from arduino.app_bricks.vlm import VisionLanguageModel
+
+vlm = VisionLanguageModel()
+
+for chunk in vlm.chat_stream("Describe the image.", images=["chair.jpg"]):
+    print(chunk, end="", flush=True)
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/wave_generator/01_basic_tone.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/wave_generator/01_basic_tone.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/wave_generator/01_basic_tone.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/wave_generator/01_basic_tone.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/wave_generator/02_waveform_types.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/wave_generator/02_waveform_types.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/wave_generator/02_waveform_types.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/wave_generator/02_waveform_types.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/wave_generator/03_frequency_sweep.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/wave_generator/03_frequency_sweep.py
similarity index 99%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/wave_generator/03_frequency_sweep.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/wave_generator/03_frequency_sweep.py
index 005d3360a..33078b928 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/wave_generator/03_frequency_sweep.py
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/wave_generator/03_frequency_sweep.py
@@ -32,7 +32,6 @@ def frequency_sweep():
     for freq in range(880, 219, -20):
         wave_gen.frequency = float(freq)
         time.sleep(0.1)
-
     wave_gen.amplitude = 0.0  # Fade out
     time.sleep(2)
 
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/wave_generator/04_envelope_control.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/wave_generator/04_envelope_control.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/wave_generator/04_envelope_control.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/wave_generator/04_envelope_control.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/wave_generator/05_custom_speaker.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/wave_generator/05_custom_speaker.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/wave_generator/05_custom_speaker.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/wave_generator/05_custom_speaker.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/weather_forecast/weather_forecast_by_city_example.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/weather_forecast/weather_forecast_by_city_example.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/weather_forecast/weather_forecast_by_city_example.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/weather_forecast/weather_forecast_by_city_example.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/weather_forecast/weather_forecast_by_coords_example.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/weather_forecast/weather_forecast_by_coords_example.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/weather_forecast/weather_forecast_by_coords_example.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/weather_forecast/weather_forecast_by_coords_example.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/web_ui/1_serve_webapp.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/web_ui/1_serve_webapp.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/web_ui/1_serve_webapp.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/web_ui/1_serve_webapp.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/web_ui/2_serve_webapp_and_api.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/web_ui/2_serve_webapp_and_api.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/web_ui/2_serve_webapp_and_api.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/web_ui/2_serve_webapp_and_api.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/web_ui/3_connect_disconnect.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/web_ui/3_connect_disconnect.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/web_ui/3_connect_disconnect.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/web_ui/3_connect_disconnect.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/web_ui/4_on_message.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/web_ui/4_on_message.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/web_ui/4_on_message.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/web_ui/4_on_message.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/web_ui/5_send_message.py b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/web_ui/5_send_message.py
similarity index 100%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/web_ui/5_send_message.py
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/examples/arduino/web_ui/5_send_message.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/models-list.yaml b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/models-list.yaml
similarity index 88%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/models-list.yaml
rename to debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/models-list.yaml
index 366474aa1..3d81d236e 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/models-list.yaml
+++ b/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.9.0rc3/models-list.yaml
@@ -1077,7 +1077,7 @@ models:
       source: "edgeimpulse"
       ei-project-id: 708500
       ei-model-url: "https://studio.edgeimpulse.com/public/708500/live"
-      ei-gpu-mode: true
+      ei-gpu-mode: false
       source-model-id: "MobileNetV2"
       source-model-url: "https://www.tensorflow.org/api_docs/python/tf/keras/applications/MobileNetV2"
     bricks:
@@ -1098,7 +1098,7 @@ models:
       source: "edgeimpulse"
       ei-project-id: 755016
       ei-model-url: "https://studio.edgeimpulse.com/public/755016/live"
-      ei-gpu-mode: true
+      ei-gpu-mode: false
       source-model-id: "person-classification-wakevision"
       source-model-url: "https://studio.edgeimpulse.com/public/755016/live"
     bricks:
@@ -1215,4 +1215,83 @@ models:
       ei-project-id: 842271
       ei-model-url: "https://studio.edgeimpulse.com/public/842271/live"      
       source-model-id: "hand-gestures"
-      source-model-url: "https://studio.edgeimpulse.com/public/842271/live"
\ No newline at end of file
+      source-model-url: "https://studio.edgeimpulse.com/public/842271/live"
+ - "genie:qwen3-4b":
+    runner: genie
+    name : "Qwen 3-4B Instruct"
+    description: >-
+      The Qwen3-4B is a state-of-the-art multilingual base language model with 4 billion
+      parameters, excelling in language understanding, generation, coding, and mathematics.
+    supported_boards: ["ventunoq"]
+    bricks:
+      - id: "arduino:llm"
+    download_location: /var/lib/arduino-app-cli/models/genai
+    metadata:
+      source: "qualcomm-ai-hub"
+      source-model-id: "qwen3_4b_instruct_2507"
+      source-model-url: "https://aihub.qualcomm.com/models/qwen3_4b_instruct_2507"      
+ - "genie:qwen3-vl-4b":
+    runner: genie
+    name : "Qwen 3-VL-4B VLM"
+    description: >-
+      The Qwen3 4B VLM is a state-of-the-art multilingual vision-language model with 4
+      billion parameters, excelling in language understanding, generation, coding, and
+      mathematics.
+    supported_boards: ["ventunoq"]
+    bricks:
+      - id: "arduino:vlm"
+    download_location: /var/lib/arduino-app-cli/models/genai  
+    metadata:
+      source: "qualcomm-ai-hub"
+      source-model-id: "qwen3_vl_4b"
+      source-model-url: "https://aihub.qualcomm.com/models/qwen3_vl_4b"
+ - gesture-recognition:
+    runner: brick
+    name : "MediaPipe Hand-Gesture Recognition"
+    description: >-
+      The MediaPipe Gesture Recognizer is a real-time machine learning pipeline that detects hands, predicts 21 hand landmarks, determines handedness (left/right),
+      and classifies gestures from a predefined set.
+    model_labels:
+      - Thumb_Up
+      - Thumb_Down
+      - Victory
+      - Pointing_Up
+      - Open_Palm
+      - ILoveYou
+    bricks:
+      - id: "arduino:gesture_recognition"
+    download_location: /var/lib/arduino-app-cli/models/genai
+    metadata:
+      source: "qualcomm-ai-hub"  
+      source-model-id: "mediapipe_hand_gesture"
+      source-model-url: "https://aihub.qualcomm.com/models/mediapipe_hand_gesture"
+ - whisper-small:
+    runner: audio-analytics
+    name : "Whisper Small"
+    description: >-
+      Whisper-Small ASR (Automatic Speech Recognition) model is a state-of-the-art system designed for transcribing spoken language into written text.
+      This model is based on the transformer architecture and has been optimized for edge inference by replacing Multi-Head Attention (MHA)
+      with Single-Head Attention (SHA) and linear layers with convolutional (conv) layers. It exhibits robust performance in realistic, noisy environments,
+      making it highly reliable for real-world applications.
+      Specifically, it excels in long-form transcription, capable of accurately transcribing audio clips up to 30 seconds long.
+    supported_boards: ["ventunoq"]
+    bricks:
+      - id: "arduino:asr"
+    download_location: /var/lib/arduino-app-cli/models/audio-analytics/asr 
+    metadata:
+      source: "qualcomm-ai-hub"
+      source-model-id: "whisper_small"
+      source-model-url: "https://aihub.qualcomm.com/models/whisper_small"
+ - melo-tts-en:
+    runner: audio-analytics
+    name : "Melo TTS (English)"
+    description: >-
+      MeloTTS is a high-quality multi-lingual text-to-speech library - English version.
+    supported_boards: ["ventunoq"]
+    bricks:
+      - id: "arduino:tts"
+    download_location: /var/lib/arduino-app-cli/models/audio-analytics/tts 
+    metadata:
+      source: "qualcomm-ai-hub"
+      source-model-id: "melo_tts"
+      source-model-url: "https://aihub.qualcomm.com/models/melo_tts"      
\ No newline at end of file
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/air_quality_monitoring/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/air_quality_monitoring/API.md
similarity index 98%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/air_quality_monitoring/API.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/air_quality_monitoring/API.md
index 2264acdcc..5f9cb44bd 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/air_quality_monitoring/API.md
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/air_quality_monitoring/API.md
@@ -46,9 +46,11 @@ Data class to represent air quality data.
 - **dominantpol** (*str*): Dominant pollutant in the air.
 - **iaqi** (*dict*): Individual AQI values for various pollutants.
 
-### Methods
+### Properties
+
+#### `pandas_dict: dict`
 
-#### `pandas_dict()`
+Access: read-only
 
 Return the data as a dictionary suitable for pandas DataFrame.
 
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/arduino_cloud/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/arduino_cloud/API.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/arduino_cloud/API.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/arduino_cloud/API.md
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/asr/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/asr/API.md
new file mode 100644
index 000000000..a09c0c77d
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/asr/API.md
@@ -0,0 +1,66 @@
+# asr API Reference
+
+## Index
+
+- Class `AutomaticSpeechRecognition`
+- Class `ASREvent`
+- Class `TranscriptionStream`
+
+---
+
+## `AutomaticSpeechRecognition` class
+
+```python
+class AutomaticSpeechRecognition(language: str)
+```
+
+### Parameters
+
+- **language**: The language code for the ASR model (e.g., "en" for English).
+
+### Methods
+
+#### `start()`
+
+Prepare the ASR for transcription.
+
+#### `stop()`
+
+Stop the ASR and clean up resources.
+
+#### `transcribe_mic(mic: BaseMicrophone, duration: int)`
+
+Transcribe audio data from the microphone and return the transcribed text.
+
+#### `transcribe_mic_stream(mic: BaseMicrophone, duration: int)`
+
+Transcribe audio data from the microphone and stream the results as soon as they are available.
+
+#### `transcribe_wav(wav_data: np.ndarray | bytes)`
+
+Transcribe audio from WAV data and return the transcribed text.
+
+#### `transcribe_wav_stream(wav_data: np.ndarray | bytes)`
+
+Transcribe audio from WAV data and stream the results.
+
+
+---
+
+## `ASREvent` class
+
+```python
+class ASREvent()
+```
+
+
+---
+
+## `TranscriptionStream` class
+
+```python
+class TranscriptionStream(generator: Generator[T, None, None])
+```
+
+Iterator wrapper that guarantees proper teardown on context exit.
+
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/audio_classification/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/audio_classification/API.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/audio_classification/API.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/audio_classification/API.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/camera_code_detection/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/camera_code_detection/API.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/camera_code_detection/API.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/camera_code_detection/API.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/cloud_asr/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/cloud_asr/API.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/cloud_asr/API.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/cloud_asr/API.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/cloud_llm/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/cloud_llm/API.md
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--- a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/cloud_llm/API.md
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/cloud_llm/API.md
@@ -64,6 +64,17 @@ Defaults to 10.
 
 - (*CloudLLM*): The current instance, allowing for method chaining.
 
+#### `get_client()`
+
+Returns the underlying LangChain model instance.
+
+This allows for advanced users to access the full capabilities of the model
+directly, such as calling `generate()` or `stream()` with custom message formats.
+
+##### Returns
+
+- (*BaseChatModel*): The LangChain chat model instance used internally.
+
 #### `chat(message: str, images: List[str | bytes])`
 
 Sends a message to the AI and blocks until the complete response is received.
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/dbstorage_sqlstore/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/dbstorage_sqlstore/API.md
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diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/dbstorage_tsstore/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/dbstorage_tsstore/API.md
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diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/gesture_recognition/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/gesture_recognition/API.md
new file mode 100644
index 000000000..19d9bca92
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/gesture_recognition/API.md
@@ -0,0 +1,69 @@
+# gesture_recognition API Reference
+
+## Index
+
+- Class `GestureRecognition`
+
+---
+
+## `GestureRecognition` class
+
+```python
+class GestureRecognition(camera: BaseCamera | None)
+```
+
+### Methods
+
+#### `start()`
+
+Start the capture thread and asyncio event loop.
+
+#### `stop()`
+
+Stop all tracking and close connections.
+
+#### `on_gesture(gesture: str, callback: Callable[[dict], None], hand: Literal['left', 'right', 'both'])`
+
+Register or unregister a gesture callback.
+
+##### Parameters
+
+- **gesture** (*str*): The gesture name to detect
+- **callback** (*Callable[[dict], None]*): Function to call when gesture is detected. None to unregister.
+The callback receives a metadata dictionary with details about the detection, including:
+- "hand": Which hand performed the gesture ("left" or "right")
+- "gesture": Name of the detected gesture
+- "confidence": Confidence score of the detection (0.0 to 1.0)
+- "landmarks": List of key points of the detected hand (in (x, y, z) format where
+    x and y are pixel coordinates and z is normalized depth)
+- "bounding_box_xyxy": [x_min, y_min, x_max, y_max] of the detected hand bounding box
+- **hand** (*Literal["left", "right", "both"]*): Which hand(s) to track
+
+##### Raises
+
+- **ValueError**: If 'hand' argument is not valid
+
+#### `on_enter(callback: Callable[[], None])`
+
+Register a callback for when hands become visible.
+
+##### Parameters
+
+- **callback** (*Callable[[], None]*): Function to call when at least one hand is detected
+
+#### `on_exit(callback: Callable[[], None])`
+
+Register a callback for when hands are no longer visible.
+
+##### Parameters
+
+- **callback** (*Callable[[], None]*): Function to call when no hands are detected anymore
+
+#### `on_frame(callback: Callable[[np.ndarray], None])`
+
+Register a callback that receives each camera frame.
+
+##### Parameters
+
+- **callback** (*Callable[[np.ndarray], None]*): Function to call with camera frame data. None to unregister.
+
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/image_classification/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/image_classification/API.md
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diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/keyword_spotting/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/keyword_spotting/API.md
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diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/llm/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/llm/API.md
new file mode 100644
index 000000000..843cd65a3
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/llm/API.md
@@ -0,0 +1,137 @@
+# llm API Reference
+
+## Index
+
+- Class `LargeLanguageModel`
+
+---
+
+## `LargeLanguageModel` class
+
+```python
+class LargeLanguageModel(api_key: str, system_prompt: str, temperature: Optional[float], max_tokens: int, timeout: int, tools: List[Callable[..., Any]], model: str)
+```
+
+A Brick for interacting with locally-based Large Language Models (LLMs).
+
+This class wraps LangChain functionality to provide a simplified, unified interface
+for chatting with models like Qwenm, LLama, Gemma. It supports both synchronous
+'one-shot' responses and streaming output, with optional conversational memory.
+
+### Parameters
+
+- **api_key** (*str*): The API access key for the target LLM service. Defaults to the
+'LOCAL_LLM_API_KEY' environment variable.
+- **model** (*str*): The specific model name or identifier to use (e.g., "genie:qwen3-4b").
+If not provided, model will be determined from app configuration or default brick configuration.
+- **system_prompt** (*str*): A system-level instruction that defines the AI's persona
+and constraints (e.g., "You are a helpful assistant"). Defaults to empty.
+- **temperature** (*Optional[float]*): The sampling temperature between 0.0 and 1.0.
+Higher values make output more random/creative; lower values make it more
+deterministic. Defaults to 0.7.
+- **max_tokens** (*int*): The maximum number of tokens to generate in the response.
+Defaults to 512.
+- **timeout** (*int*): The maximum duration in seconds to wait for a response before
+timing out. Defaults to 30.
+- **tools** (*List[Callable[..., Any]]*), default=None: A list of callable tool functions to register. Defaults to None.
+- ****kwargs**: Additional arguments passed to the model constructor
+
+### Raises
+
+- **ValueError**: If `api_key` is not provided (empty string).
+
+### Methods
+
+#### `list_models()`
+
+Returns a list of supported local model identifiers.
+
+Note: LargeLanguageModel supports OpenAI-compatible API. This method uses the OpenAI client to query available models from the local server.
+LangChain's OpenAI wrapper does not provide a direct method to list models, so we need to use the underlying OpenAI client directly.
+
+##### Returns
+
+- (*List[str]*): A list of supported model names (e.g., ["qwen2.5-7b"]).
+
+#### `with_memory(max_messages: int)`
+
+Enables conversational memory for this instance.
+
+Configures the Brick to retain a window of previous messages, allowing the
+AI to maintain context across multiple interactions.
+
+##### Parameters
+
+- **max_messages** (*int*): The maximum number of messages (user + AI) to keep
+in history. Older messages are discarded. Set to 0 to disable memory.
+Defaults to 10.
+
+##### Returns
+
+- (*LargeLanguageModel*): The current instance, allowing for method chaining.
+
+#### `get_client()`
+
+Returns the underlying LangChain model instance.
+
+This allows for advanced users to access the full capabilities of the model
+directly, such as calling `generate()` or `stream()` with custom message formats.
+
+##### Returns
+
+- (*BaseChatModel*): The LangChain chat model instance used internally.
+
+#### `chat(message: str, images: List[str | bytes])`
+
+Sends a message to the AI and blocks until the complete response is received.
+
+This method automatically manages conversation history if memory is enabled.
+
+##### Parameters
+
+- **message** (*str*): The input text prompt from the user.
+- **images** (*List[str | bytes]*): Optional list of image file paths or raw bytes to include in the prompt.
+
+##### Returns
+
+- (*str*): The complete text response generated by the AI.
+
+##### Raises
+
+- **RuntimeError**: If the internal chain is not initialized or if the API request fails.
+
+#### `chat_stream(message: str, images: List[str | bytes])`
+
+Sends a message to the AI and yields response tokens as they are generated.
+
+This allows for processing or displaying the response in real-time (streaming).
+The generation can be interrupted by calling `stop_stream()`.
+
+##### Parameters
+
+- **message** (*str*): The input text prompt from the user.
+- **images** (*List[str | bytes]*): Optional list of image file paths or raw bytes to include in the prompt.
+
+##### Returns
+
+- (*str*): Chunks of text (tokens) from the AI response.
+
+##### Raises
+
+- **RuntimeError**: If the internal chain is not initialized or if the API request fails.
+- **AlreadyGenerating**: If a streaming session is already active.
+
+#### `stop_stream()`
+
+Signals the active streaming generation to stop.
+
+This sets an internal flag that causes the `chat_stream` iterator to break
+early. It has no effect if no stream is currently running.
+
+#### `clear_memory()`
+
+Clears the conversational memory history.
+
+Resets the stored context. This is useful for starting a new conversation
+topic without previous context interfering. Only applies if memory is enabled.
+
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/mood_detector/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/mood_detector/API.md
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diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/sound_generator/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/sound_generator/API.md
similarity index 95%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/sound_generator/API.md
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index 11f0e66d9..0144a8e3d 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/sound_generator/API.md
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/sound_generator/API.md
@@ -189,6 +189,8 @@ class SoundGenerator(output_device: Speaker, bpm: int, time_signature: tuple, oc
 ### Parameters
 
 - **output_device** (*Speaker*) (optional): The output device to play sound through.
+When omitted, SoundGenerator creates an internal shared speaker so
+multiple instances can overlap playback on the same device.
 - **bpm** (*int*): The tempo in beats per minute for note duration calculations.
 - **time_signature** (*tuple*): The time signature as (numerator, denominator).
 - **octaves** (*int*): Number of octaves to generate notes for (starting from octave
@@ -240,7 +242,7 @@ Duration is in notes fractions (e.g., 1/4 for quarter note).
 - **volume** (*float*) (optional): Volume level (0.0 to 1.0). If None, uses master volume.
 - **block** (*bool*): If True, block until the entire sequence has been played.
 
-#### `play_composition(composition: 'MusicComposition', block: bool)`
+#### `play_composition(composition: 'MusicComposition', block: bool | None, loop: bool, play_for: float | None)`
 
 Play a MusicComposition object.
 
@@ -253,7 +255,21 @@ is a list of (note, duration) tuples to play simultaneously.
 ##### Parameters
 
 - **composition** (*MusicComposition*): The composition to play.
-- **block** (*bool*): If True, block until the entire composition has been played.
+- **block** (*bool | None*): Controls whether this call waits for playback.
+- True: wait until the current playback session ends. When
+  ``loop=True`` and ``play_for`` is not set, this may block
+  indefinitely until ``stop_sequence()`` or ``stop()`` is called
+  from another thread.
+- False: start playback and return immediately.
+- None: choose automatically based on the playback mode. Finite
+  playback blocks, infinite looping returns immediately, and
+  timed looping (``loop=True`` with ``play_for`` set) blocks
+  until the timed stop completes. This is the recommended
+  default for most scripts and examples.
+- **loop** (*bool*): If True, loop the composition until ``stop_sequence()``
+is called or until ``play_for`` expires.
+- **play_for** (*float | None*): When looping, stop automatically after the
+given number of seconds. Requires ``loop=True``.
 
 #### `play_chord(notes: list[str], note_duration: float | str, volume: float, block: bool)`
 
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/streamlit_ui/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/streamlit_ui/API.md
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diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/tts/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/tts/API.md
new file mode 100644
index 000000000..3169b8b3c
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+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/tts/API.md
@@ -0,0 +1,70 @@
+# tts API Reference
+
+## Index
+
+- Class `TextToSpeech`
+
+---
+
+## `TextToSpeech` class
+
+```python
+class TextToSpeech()
+```
+
+Text-to-Speech brick for offline speech synthesis using local TTS service.
+
+### Methods
+
+#### `speak(text: str, language: Literal['en', 'es', 'zh'], speaker: BaseSpeaker | None)`
+
+Synthesize speech from text and play it through the provided speaker.
+
+##### Parameters
+
+- **text** (*str*): The text to be synthesized into speech.
+- **language** (*Literal["en", "es", "zh"]*): The language of the text.
+- **speaker** (*BaseSpeaker*): The speaker instance to play the synthesized audio.
+If None, a default Speaker will be used.
+
+##### Raises
+
+- **ValueError**: If the specified language is not supported.
+- **RuntimeError**: If the synthesis fails or maximum concurrency is reached.
+
+#### `synthesize_wav(text: str, language: Literal['en', 'es', 'zh'])`
+
+Synthesize speech from text and return the audio in WAV format.
+
+##### Parameters
+
+- **text** (*str*): The text to be synthesized into speech.
+- **language** (*Literal["en", "es", "zh"]*): The language of the text.
+
+##### Returns
+
+- (*bytes*): The synthesized audio in WAV format.
+
+##### Raises
+
+- **ValueError**: If the specified language is not supported.
+- **RuntimeError**: If the synthesis fails or maximum concurrency is reached.
+
+#### `synthesize_pcm(text: str, language: Literal['en', 'es', 'zh'])`
+
+Synthesize speech from text and return the audio in PCM format (mono, 16-bit, 44.1kHz).
+
+##### Parameters
+
+- **text** (*str*): The text to be synthesized into speech.
+- **language** (*Literal["en", "es", "zh"]*): The language of the text.
+
+##### Returns
+
+- (*bytes*): The synthesized audio in PCM format.
+
+##### Raises
+
+- **ValueError**: If the specified language is not supported.
+- **RuntimeError**: If the synthesis fails or maximum concurrency is reached.
+
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/vibration_anomaly_detection/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/vibration_anomaly_detection/API.md
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diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/vlm/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/vlm/API.md
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index 000000000..ac23765d0
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+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/vlm/API.md
@@ -0,0 +1,126 @@
+# vlm API Reference
+
+## Index
+
+- Class `VisionLanguageModel`
+
+---
+
+## `VisionLanguageModel` class
+
+```python
+class VisionLanguageModel(api_key: str, system_prompt: str, temperature: Optional[float], max_tokens: int, timeout: int, tools: List[Callable[..., Any]], model: str)
+```
+
+A Brick for interacting with locally-based Vision Language Models (VLMs).
+
+This class wraps LangChain functionality to provide a simplified, unified interface
+for chatting with models like Qwenm, LLama, Gemma. It supports both synchronous
+'one-shot' responses and streaming output, with optional conversational memory.
+
+### Parameters
+
+- **api_key** (*str*): The API access key for the target VLM service. Defaults to the
+'LOCAL_LLM_API_KEY' environment variable.
+- **model** (*str*): The specific model name or identifier to use (e.g., "genie:qwen3-4b").
+If not provided, model will be determined from app configuration or default brick configuration.
+- **system_prompt** (*str*): A system-level instruction that defines the AI's persona
+and constraints (e.g., "You are a helpful assistant"). Defaults to empty.
+- **temperature** (*Optional[float]*): The sampling temperature between 0.0 and 1.0.
+Higher values make output more random/creative; lower values make it more
+deterministic. Defaults to 0.7.
+- **max_tokens** (*int*): The maximum number of tokens to generate in the response.
+Defaults to 256.
+- **timeout** (*int*): The maximum duration in seconds to wait for a response before
+timing out. Defaults to 30.
+- **tools** (*List[Callable[..., Any]]*), default=None: A list of callable tool functions to register. Defaults to None.
+- ****kwargs**: Additional arguments passed to the model constructor
+
+### Raises
+
+- **ValueError**: If `api_key` is not provided (empty string).
+
+### Methods
+
+#### `get_client()`
+
+Returns the underlying LangChain model instance.
+
+This allows for advanced users to access the full capabilities of the model
+directly, such as calling `generate()` or `stream()` with custom message formats.
+
+##### Returns
+
+- (*BaseChatModel*): The LangChain chat model instance used internally.
+
+#### `chat(message: str, images: List[str | bytes])`
+
+Sends a message to the AI and blocks until the complete response is received.
+
+This method automatically manages conversation history if memory is enabled.
+
+##### Parameters
+
+- **message** (*str*): The input text prompt from the user.
+- **images** (*List[str | bytes]*): Optional list of image file paths or raw bytes to include in the prompt.
+
+##### Returns
+
+- (*str*): The complete text response generated by the AI.
+
+##### Raises
+
+- **RuntimeError**: If the internal chain is not initialized or if the API request fails.
+
+#### `chat_stream(message: str, images: List[str | bytes])`
+
+Sends a message to the AI and yields response tokens as they are generated.
+
+This allows for processing or displaying the response in real-time (streaming).
+The generation can be interrupted by calling `stop_stream()`.
+
+##### Parameters
+
+- **message** (*str*): The input text prompt from the user.
+- **images** (*List[str | bytes]*): Optional list of image file paths or raw bytes to include in the prompt.
+
+##### Returns
+
+- (*str*): Chunks of text (tokens) from the AI response.
+
+##### Raises
+
+- **RuntimeError**: If the internal chain is not initialized or if the API request fails.
+- **AlreadyGenerating**: If a streaming session is already active.
+
+#### `stop_stream()`
+
+Signals the active streaming generation to stop.
+
+This sets an internal flag that causes the `chat_stream` iterator to break
+early. It has no effect if no stream is currently running.
+
+#### `clear_memory()`
+
+Clears the conversational memory history.
+
+Resets the stored context. This is useful for starting a new conversation
+topic without previous context interfering. Only applies if memory is enabled.
+
+#### `with_memory(max_messages: int)`
+
+Enables conversational memory for this instance.
+
+Configures the Brick to retain a window of previous messages, allowing the
+AI to maintain context across multiple interactions.
+
+##### Parameters
+
+- **max_messages** (*int*): The maximum number of messages (user + AI) to keep
+in history. Older messages are discarded. Set to 0 to disable memory.
+Defaults to 0.
+
+##### Returns
+
+- (*VisionLanguageModel*): The current instance, allowing for method chaining.
+
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/wave_generator/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/wave_generator/API.md
similarity index 88%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/wave_generator/API.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/wave_generator/API.md
index 944e202b5..85d363ce0 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/wave_generator/API.md
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/wave_generator/API.md
@@ -21,9 +21,11 @@ between frequency and amplitude changes using configurable envelope parameters.
 The generator runs continuously in a background thread, producing audio blocks
 with minimal latency.
 
-### Methods
+### Properties
+
+#### `wave_type: WaveType`
 
-#### `wave_type()`
+Access: read/write
 
 Get or set the current waveform type.
 
@@ -35,7 +37,9 @@ Get or set the current waveform type.
 
 - (*WaveType*): Current waveform type ("sine", "square", "sawtooth", "triangle").
 
-#### `sample_rate()`
+#### `sample_rate: int`
+
+Access: read-only
 
 Get the audio sample rate in Hz.
 
@@ -47,7 +51,9 @@ Get the audio sample rate in Hz.
 
 - **RuntimeError**: If no speaker is configured.
 
-#### `block_duration()`
+#### `block_duration: float`
+
+Access: read-only
 
 Get the duration of each audio block in seconds.
 
@@ -55,7 +61,9 @@ Get the duration of each audio block in seconds.
 
 - (*float*): Block duration in seconds.
 
-#### `frequency()`
+#### `frequency: float`
+
+Access: read/write
 
 Get or set the current output frequency in Hz.
 
@@ -74,7 +82,9 @@ configured glide time.
 
 - **ValueError**: If the frequency is negative.
 
-#### `amplitude()`
+#### `amplitude: float`
+
+Access: read/write
 
 Get or set the current output amplitude.
 
@@ -93,7 +103,9 @@ configured attack/release time.
 
 - **ValueError**: If the amplitude is not in range [0.0, 1.0].
 
-#### `attack()`
+#### `attack: float`
+
+Access: read/write
 
 Get or set the current attack time in seconds.
 
@@ -111,7 +123,9 @@ Attack time controls how quickly the amplitude rises to the target value.
 
 - **ValueError**: If the attack time is negative.
 
-#### `release()`
+#### `release: float`
+
+Access: read/write
 
 Get or set the current release time in seconds.
 
@@ -129,7 +143,9 @@ Release time controls how quickly the amplitude falls to the target value.
 
 - **ValueError**: If the release time is negative.
 
-#### `glide()`
+#### `glide: float`
+
+Access: read/write
 
 Get the current frequency glide time in seconds (portamento).
 
@@ -147,7 +163,9 @@ Glide time controls how quickly the frequency transitions to the target value.
 
 - **ValueError**: If the glide time is negative.
 
-#### `volume()`
+#### `volume: int | None`
+
+Access: read/write
 
 Get or set the wave generator volume level.
 
@@ -163,7 +181,9 @@ Get or set the wave generator volume level.
 
 - **ValueError**: If the volume is not in range [0, 100].
 
-#### `state()`
+#### `state: dict`
+
+Access: read-only
 
 Get current generator state.
 
@@ -171,6 +191,8 @@ Get current generator state.
 
 - (*dict*): Dictionary containing current frequency, amplitude, wave type, etc.
 
+### Methods
+
 #### `start()`
 
 Start the wave generator and audio output.
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/weather_forecast/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/weather_forecast/API.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_bricks/weather_forecast/API.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/weather_forecast/API.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/web_ui/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/web_ui/API.md
similarity index 93%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/web_ui/API.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/web_ui/API.md
index ec08afdb2..773d0b3d4 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_bricks/web_ui/API.md
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_bricks/web_ui/API.md
@@ -9,7 +9,7 @@
 ## `WebUI` class
 
 ```python
-class WebUI(addr: str, port: int, ui_path_prefix: str, api_path_prefix: str, assets_dir_path: str, certs_dir_path: str, use_tls: bool, use_ssl: bool | None)
+class WebUI(addr: str, port: int, ui_path_prefix: str, api_path_prefix: str, assets_dir_path: str, certs_dir_path: str, use_tls: bool, use_ssl: bool | None, cors_origins: str)
 ```
 
 Module for deploying a web server that can host a web application and expose APIs to its clients.
@@ -27,10 +27,14 @@ and support real-time communication between the client and the server.
 - **certs_dir_path** (*str*) (optional), default="/app/certs": Path to TLS certificates directory. Defaults to "/app/certs".
 - **use_tls** (*bool*) (optional), default=False: Enable TLS/HTTPS. Defaults to False.
 - **use_ssl** (*bool*) (optional), default=None: Deprecated. Use use_tls instead. Defaults to None.
+- **cors_origins** (*str*) (optional): CORS allowed origins. Can be "*" for all origins, a
+comma-separated list of origins, or an empty string to disable CORS. Defaults to "*".
 
-### Methods
+### Properties
+
+#### `local_url: str`
 
-#### `local_url()`
+Access: read-only
 
 Get the locally addressable URL of the web server.
 
@@ -38,7 +42,9 @@ Get the locally addressable URL of the web server.
 
 - (*str*): The server's URL (including protocol, address, and port).
 
-#### `url()`
+#### `url: str`
+
+Access: read-only
 
 Get the externally addressable URL of the web server.
 
@@ -46,6 +52,8 @@ Get the externally addressable URL of the web server.
 
 - (*str*): The server's URL (including protocol, address, and port).
 
+### Methods
+
 #### `start()`
 
 Start the web server asynchronously.
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_peripherals/camera/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_peripherals/camera/API.md
similarity index 97%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_peripherals/camera/API.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_peripherals/camera/API.md
index 307eab7e8..34352b850 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_peripherals/camera/API.md
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_peripherals/camera/API.md
@@ -56,12 +56,16 @@ providing a unified API regardless of the underlying camera protocol or type.
 a numpy array and returns a numpy array. Default: None
 - **auto_reconnect** (*bool*) (optional): Enable automatic reconnection on failure. Default: True.
 
-### Methods
+### Properties
+
+#### `status: Literal['disconnected', 'connected', 'streaming', 'paused']`
 
-#### `status()`
+Access: read-only
 
 Read-only property for camera status.
 
+### Methods
+
 #### `start()`
 
 Start the camera capture with retries, if enabled.
@@ -279,13 +283,17 @@ accept self-signed certificates or when supplying your own certificates.
 - **adjustments** (*Callable[[np.ndarray], np.ndarray] | None*): Function to adjust frames
 - **auto_reconnect** (*bool*): Enable automatic reconnection on failure
 
-### Methods
+### Properties
+
+#### `url: str`
 
-#### `url()`
+Access: read-only
 
 Return the WebSocket server address.
 
-#### `security_mode()`
+#### `security_mode: str`
+
+Access: read-only
 
 Return current security mode for logging/debugging.
 
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_peripherals/microphone/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_peripherals/microphone/API.md
similarity index 97%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_peripherals/microphone/API.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_peripherals/microphone/API.md
index 6c5bda82f..901038e5a 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/api-docs/arduino/app_peripherals/microphone/API.md
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_peripherals/microphone/API.md
@@ -130,9 +130,11 @@ The output is always a NumPy array with the ALSA PCM format.
 - **buffer_size** (*int*): Size of the audio buffer.
 - **auto_reconnect** (*bool*) (optional): Enable automatic reconnection on failure. Default: True.
 
-### Methods
+### Properties
+
+#### `volume: int`
 
-#### `volume()`
+Access: read/write
 
 Get or set the microphone volume level.
 
@@ -150,10 +152,14 @@ This controls the software volume of the microphone device.
 
 - **ValueError**: If the volume is not valid.
 
-#### `status()`
+#### `status: Literal['disconnected', 'connected', 'streaming', 'paused']`
+
+Access: read-only
 
 Read-only property for camera status.
 
+### Methods
+
 #### `start()`
 
 Start the microphone capture.
@@ -304,16 +310,22 @@ ALSA limitations (~2000).
 
 - **MicrophoneConfigError**: If the format is not supported.
 
-### Methods
+### Properties
+
+#### `alsa_format_idx: int`
 
-#### `alsa_format_idx()`
+Access: read-only
 
 Get the ALSA format index corresponding to the current numpy dtype format.
 
-#### `alsa_format_name()`
+#### `alsa_format_name: str`
+
+Access: read-only
 
 Get the ALSA format string corresponding to the current numpy dtype format.
 
+### Methods
+
 #### `list_devices()`
 
 Return a list of available ALSA microphones (plughw only).
@@ -382,13 +394,17 @@ it's sent to clients to suggest an optimal buffer size but clients may ignore it
 Default: Microphone.BUFFER_SIZE_BALANCED - 1024.
 - **auto_reconnect** (*bool*): Enable automatic reconnection on failure.
 
-### Methods
+### Properties
+
+#### `url: str`
 
-#### `url()`
+Access: read-only
 
 Return the WebSocket server address.
 
-#### `security_mode()`
+#### `security_mode: str`
+
+Access: read-only
 
 Return current security mode for logging/debugging.
 
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_peripherals/speaker/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_peripherals/speaker/API.md
similarity index 96%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_peripherals/speaker/API.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_peripherals/speaker/API.md
index d855ccf6d..c7f9a6ca5 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_peripherals/speaker/API.md
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_peripherals/speaker/API.md
@@ -115,9 +115,11 @@ The input is always a NumPy array with the PCM format.
 
 - **SpeakerConfigError**: If the provided configuration is not valid.
 
-### Methods
+### Properties
+
+#### `volume: int`
 
-#### `volume()`
+Access: read/write
 
 Get or set the speaker volume level.
 
@@ -135,10 +137,14 @@ This controls the software volume of the speaker device.
 
 - **ValueError**: If the volume is not valid.
 
-#### `status()`
+#### `status: Literal['disconnected', 'connected']`
+
+Access: read-only
 
 Read-only property for camera status.
 
+### Methods
+
 #### `start()`
 
 Start the speaker capture.
@@ -264,23 +270,29 @@ parameter. Low values increase CPU usage but reduce latency. Default: 1024.
 Default: True.
 - **auto_reconnect** (*bool*): Enable automatic reconnection on failure.
 Default: True.
-- **Note**: When shared=True, only higher buffer size values are supported due to
-ALSA limitations (~2000).
+- **Note**: When shared=True, buffer size is auto-negotiated due to
+ALSA limitations to reach 125ms of latency.
 
 ### Raises
 
 - **SpeakerConfigError**: If the format is not supported.
 
-### Methods
+### Properties
+
+#### `alsa_format_idx: int`
 
-#### `alsa_format_idx()`
+Access: read-only
 
 Get the ALSA format index corresponding to the current numpy dtype format.
 
-#### `alsa_format_name()`
+#### `alsa_format_name: str`
+
+Access: read-only
 
 Get the ALSA format string corresponding to the current numpy dtype format.
 
+### Methods
+
 #### `list_devices()`
 
 Return a list of available ALSA speakers (plughw only).
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_peripherals/usb_camera/API.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_peripherals/usb_camera/API.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/api-docs/arduino/app_peripherals/usb_camera/API.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/api-docs/arduino/app_peripherals/usb_camera/API.md
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/bricks-list.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/bricks-list.yaml
similarity index 87%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/bricks-list.yaml
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/bricks-list.yaml
index 298671215..f044412ea 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/bricks-list.yaml
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/bricks-list.yaml
@@ -1,24 +1,19 @@
 bricks:
-- id: arduino:motion_detection
-  name: Motion detection
-  description: 'This Brick is designed for motion detection and recognition, leveraging
-    pre-trained models.
-
-    It takes input from accelerometer sensors to identify various motion patterns.
-
-    You can use it with pre-trained models provided by the framework or with your
-    custom motion classification models trained on the Edge Impulse platform.
-
-    '
+- id: arduino:visual_anomaly_detection
+  name: Visual Anomaly Detection
+  description: "Brick for visual anomaly detection using a pre-trained model. It processes\
+    \ images to identify unusual patterns and returns detected anomalies with bounding\
+    \ boxes. \nSupports pre-trained models provided by the framework or custom anomaly\
+    \ detection models trained on the Edge Impulse platform. \n"
   require_container: true
   require_model: true
   mount_devices_into_container: false
   ports: []
-  category: null
-  model_name: updown-wave-motion-detection
+  category: image
+  model_name: concrete-crack-anomaly-detection
   variables:
-  - name: EI_MOTION_DETECTION_MODEL
-    default_value: /models/ootb/ei/updown-wave-motion-detection.eim
+  - name: EI_V_ANOMALY_DETECTION_MODEL
+    default_value: /models/ootb/ei/concrete-crack-anomaly-detection.eim
     description: Path to the model file
     hidden: true
   - name: CUSTOM_MODEL_PATH
@@ -29,26 +24,27 @@ bricks:
     default_value: 127.0.0.1
     description: Bind address
     hidden: true
-- id: arduino:keyword_spotting
-  name: Keyword Spotting
-  description: 'Brick for keyword spotting using a pre-trained model. It processes
-    audio input to detect specific keywords or phrases.
+- id: arduino:vibration_anomaly_detection
+  name: Vibration Anomaly detection
+  description: 'This Brick is designed for vibration anomaly detection and recognition,
+    leveraging pre-trained models.
 
-    Brick is designed to work with pre-trained models provided by framework or with
-    custom audio classification models trained on Edge Impulse platform.
+    It takes input from sensors (accelerometer) to identify possible anomalies based
+    on vibration patterns.
+
+    You can use it with pre-trained models provided by the framework or with your
+    own custom anomaly detections models trained on the Edge Impulse platform.
 
     '
   require_container: true
   require_model: true
   mount_devices_into_container: false
   ports: []
-  category: audio
-  model_name: keyword-spotting-hey-arduino
-  required_devices:
-  - microphone
+  category: null
+  model_name: fan-anomaly-detection
   variables:
-  - name: EI_KEYWORD_SPOTTING_MODEL
-    default_value: /models/ootb/ei/keyword-spotting-hey-arduino.eim
+  - name: EI_VIBRATION_ANOMALY_DETECTION_MODEL
+    default_value: /models/ootb/ei/fan-anomaly-detection.eim
     description: Path to the model file
     hidden: true
   - name: CUSTOM_MODEL_PATH
@@ -59,6 +55,25 @@ bricks:
     default_value: 127.0.0.1
     description: Bind address
     hidden: true
+- id: arduino:streamlit_ui
+  name: WebUI - Streamlit
+  description: A simplified user interface based on Streamlit and Python.
+  require_container: false
+  require_model: false
+  mount_devices_into_container: false
+  ports:
+  - 7000
+  category: ui
+  requires_display: webview
+- id: arduino:weather_forecast
+  name: Weather Forecast
+  description: Online weather forecast module for Arduino using open-meteo.com geolocation
+    and weather APIs. Requires an internet connection.
+  require_container: false
+  require_model: false
+  mount_devices_into_container: false
+  ports: []
+  category: miscellaneous
 - id: arduino:wave_generator
   name: Wave Generator
   description: Continuous wave generator for audio synthesis. Generates sine, square,
@@ -70,56 +85,6 @@ bricks:
   category: audio
   required_devices:
   - speaker
-- id: arduino:image_classification
-  name: Image Classification
-  description: "Brick for image classification using a pre-trained model. It processes\
-    \ images and returns the predicted class label and confidence score.\nBrick is\
-    \ designed to work with pre-trained models provided by framework or with custom\
-    \ image classification models trained on Edge Impulse platform. \n"
-  require_container: true
-  require_model: true
-  mount_devices_into_container: false
-  ports: []
-  category: video
-  model_name: mobilenet-image-classification
-  variables:
-  - name: EI_CLASSIFICATION_MODEL
-    default_value: /models/ootb/ei/mobilenet-v2-224px.eim
-    description: Path to the model file
-    hidden: true
-  - name: CUSTOM_MODEL_PATH
-    default_value: /home/arduino/.arduino-bricks/ei-models
-    description: Path to the custom model directory
-    hidden: true
-  - name: BIND_ADDRESS
-    default_value: 127.0.0.1
-    description: Bind address
-    hidden: true
-- id: arduino:visual_anomaly_detection
-  name: Visual Anomaly Detection
-  description: "Brick for visual anomaly detection using a pre-trained model. It processes\
-    \ images to identify unusual patterns and returns detected anomalies with bounding\
-    \ boxes. \nSupports pre-trained models provided by the framework or custom anomaly\
-    \ detection models trained on the Edge Impulse platform. \n"
-  require_container: true
-  require_model: true
-  mount_devices_into_container: false
-  ports: []
-  category: image
-  model_name: concrete-crack-anomaly-detection
-  variables:
-  - name: EI_V_ANOMALY_DETECTION_MODEL
-    default_value: /models/ootb/ei/concrete-crack-anomaly-detection.eim
-    description: Path to the model file
-    hidden: true
-  - name: CUSTOM_MODEL_PATH
-    default_value: /home/arduino/.arduino-bricks/ei-models
-    description: Path to the custom model directory
-    hidden: true
-  - name: BIND_ADDRESS
-    default_value: 127.0.0.1
-    description: Bind address
-    hidden: true
 - id: arduino:cloud_llm
   name: Cloud LLM
   description: Cloud LLM Brick enables seamless integration with cloud-based Large
@@ -133,56 +98,24 @@ bricks:
   - name: API_KEY
     description: API Key for the cloud-based LLM service
     secret: true
-- id: arduino:weather_forecast
-  name: Weather Forecast
-  description: Online weather forecast module for Arduino using open-meteo.com geolocation
-    and weather APIs. Requires an internet connection.
-  require_container: false
-  require_model: false
-  mount_devices_into_container: false
-  ports: []
-  category: miscellaneous
-- id: arduino:arduino_cloud
-  name: Arduino Cloud
-  description: Connects to Arduino Cloud
-  require_container: false
-  require_model: false
-  mount_devices_into_container: false
-  ports: []
-  category: null
-  variables:
-  - name: ARDUINO_DEVICE_ID
-    description: Arduino Cloud Device ID
-    secret: true
-  - name: ARDUINO_SECRET
-    description: Arduino Cloud Secret
-    secret: true
-- id: arduino:video_object_detection
-  name: Video Object Detection
-  description: 'This object detection brick utilizes a pre-trained model to analyze
-    video streams from a camera.
-
-    It identifies objects, returning their predicted class labels, bounding boxes,
-    and confidence scores.
-
-    The output is a video stream featuring bounding boxes around detected objects,
-    with the added capability to trigger actions based on these detections.
+- id: arduino:audio_classification
+  name: Audio Classification
+  description: 'Brick for audio classification using a pre-trained model. It processes
+    audio input to classify different sounds.
 
-    It supports pre-trained models provided by the framework and custom object detection
-    models trained on the Edge Impulse platform.
+    Brick is designed to work with pre-trained models provided by framework or with
+    custom audio classification models trained on Edge Impulse platform.
 
     '
   require_container: true
   require_model: true
-  mount_devices_into_container: true
+  mount_devices_into_container: false
   ports: []
-  category: video
-  model_name: yolox-object-detection
-  required_devices:
-  - camera
+  category: audio
+  model_name: glass-breaking
   variables:
-  - name: EI_V_OBJ_DETECTION_MODEL
-    default_value: /models/ootb/ei/yolo-x-nano.eim
+  - name: EI_AUDIO_CLASSIFICATION_MODEL
+    default_value: /models/ootb/ei/glass-breaking.eim
     description: Path to the model file
     hidden: true
   - name: CUSTOM_MODEL_PATH
@@ -190,23 +123,38 @@ bricks:
     description: Path to the custom model directory
     hidden: true
   - name: BIND_ADDRESS
-    default_value: 0.0.0.0
+    default_value: 127.0.0.1
     description: Bind address
     hidden: true
-  - name: VIDEO_DEVICE
-    default_value: /dev/video1
-    description: Video device path
-    hidden: true
-- id: arduino:vibration_anomaly_detection
-  name: Vibration Anomaly detection
-  description: 'This Brick is designed for vibration anomaly detection and recognition,
-    leveraging pre-trained models.
+- id: arduino:dbstorage_sqlstore
+  name: Database - SQL
+  description: Simplified database storage layer for Arduino sensor data using SQLite
+    local database.
+  require_container: false
+  require_model: false
+  mount_devices_into_container: false
+  ports: []
+  category: storage
+- id: arduino:web_ui
+  name: WebUI - HTML
+  description: A user interface based on HTML and JavaScript that can rely on additional
+    APIs and a WebSocket exposed by a web server.
+  require_container: false
+  require_model: false
+  mount_devices_into_container: false
+  ports:
+  - 7000
+  category: ui
+  requires_display: webview
+- id: arduino:motion_detection
+  name: Motion detection
+  description: 'This Brick is designed for motion detection and recognition, leveraging
+    pre-trained models.
 
-    It takes input from sensors (accelerometer) to identify possible anomalies based
-    on vibration patterns.
+    It takes input from accelerometer sensors to identify various motion patterns.
 
     You can use it with pre-trained models provided by the framework or with your
-    own custom anomaly detections models trained on the Edge Impulse platform.
+    custom motion classification models trained on the Edge Impulse platform.
 
     '
   require_container: true
@@ -214,10 +162,10 @@ bricks:
   mount_devices_into_container: false
   ports: []
   category: null
-  model_name: fan-anomaly-detection
+  model_name: updown-wave-motion-detection
   variables:
-  - name: EI_VIBRATION_ANOMALY_DETECTION_MODEL
-    default_value: /models/ootb/ei/fan-anomaly-detection.eim
+  - name: EI_MOTION_DETECTION_MODEL
+    default_value: /models/ootb/ei/updown-wave-motion-detection.eim
     description: Path to the model file
     hidden: true
   - name: CUSTOM_MODEL_PATH
@@ -228,27 +176,54 @@ bricks:
     default_value: 127.0.0.1
     description: Bind address
     hidden: true
-- id: arduino:web_ui
-  name: WebUI - HTML
-  description: A user interface based on HTML and JavaScript that can rely on additional
-    APIs and a WebSocket exposed by a web server.
+- id: arduino:mood_detector
+  name: Mood Detection
+  description: 'This brick analyzes text sentiment to detect the mood expressed.
+
+    It classifies text as positive, negative, or neutral.
+
+    '
   require_container: false
   require_model: false
   mount_devices_into_container: false
-  ports:
-  - 7000
-  category: ui
-  requires_display: webview
-- id: arduino:sound_generator
-  name: Sound Generator
-  description: Generate sounds like notes, tones, or melodies using waveforms.
+  ports: []
+  category: text
+- id: arduino:arduino_cloud
+  name: Arduino Cloud
+  description: Connects to Arduino Cloud
   require_container: false
   require_model: false
   mount_devices_into_container: false
   ports: []
+  category: null
+  variables:
+  - name: ARDUINO_DEVICE_ID
+    description: Arduino Cloud Device ID
+    secret: true
+  - name: ARDUINO_SECRET
+    description: Arduino Cloud Secret
+    secret: true
+- id: arduino:cloud_asr
+  name: Cloud ASR
+  description: 'Cloud ASR Brick provides a unified and flexible way to connect cloud-based
+    Automatic Speech Recognition (ASR) services and transform spoken audio into text.
+
+    It enables real-time, streaming transcription from a connected microphone, leveraging
+    leading cloud providers to deliver low-latency speech-to-text processing.
+
+    '
+  require_container: false
+  require_model: false
+  mount_devices_into_container: true
+  ports: []
   category: audio
   required_devices:
-  - speaker
+  - microphone
+  variables:
+  - name: API_KEY
+    description: API Key for the cloud-based Speech to Text service
+  - name: LANGUAGE
+    description: 'Language code for transcription (e.g., en, it). Default: en'
 - id: arduino:telegram_bot
   name: Telegram Bot
   description: A brick to interact with Telegram Bot API
@@ -261,25 +236,25 @@ bricks:
   - name: TELEGRAM_BOT_TOKEN
     description: Telegram Bot Token
     secret: true
-- id: arduino:camera_code_detection
-  name: Camera Code Detection
-  description: Scans a camera for barcodes and QR codes
+- id: arduino:llm
+  name: Large Language Model (LLM)
+  description: Large Language Model (LLM) Brick enables seamless integration with
+    locally hosted LLMs for advanced AI capabilities in your Arduino projects.
   require_container: false
-  require_model: false
-  mount_devices_into_container: false
-  ports: []
-  category: video
-  required_devices:
-  - camera
-- id: arduino:dbstorage_sqlstore
-  name: Database - SQL
-  description: Simplified database storage layer for Arduino sensor data using SQLite
-    local database.
-  require_container: false
-  require_model: false
+  require_model: true
   mount_devices_into_container: false
   ports: []
-  category: storage
+  category: null
+  model_name: genie:qwen3-4b
+  supported_boards:
+  - ventunoq
+  requires_services:
+  - arduino:genie
+  variables:
+  - name: LOCAL_LLM_API_KEY
+    default_value: api_key
+    description: API Key for the local LLM service
+    secret: true
 - id: arduino:video_image_classification
   name: Video Image Classification
   description: 'This image classification brick utilizes a pre-trained model to analyze
@@ -319,27 +294,75 @@ bricks:
     default_value: /dev/video1
     description: Video device path
     hidden: true
-- id: arduino:cloud_asr
-  name: Cloud ASR
-  description: 'Cloud ASR Brick provides a unified and flexible way to connect cloud-based
-    Automatic Speech Recognition (ASR) services and transform spoken audio into text.
+- id: arduino:asr
+  name: Automatic Speech Recognition (ASR)
+  description: Automatic Speech Recognition brick for offline speech-to-text processing
+  require_container: false
+  require_model: true
+  mount_devices_into_container: false
+  ports: []
+  category: audio
+  model_name: whisper-small
+  supported_boards:
+  - ventunoq
+  requires_services:
+  - arduino:genie_audio
+  variables:
+  - name: VAD_LEN_HANGOVER
+    default_value: 70
+    description: Length of hangover for Voice Activity Detection (in number of frames
+      of 10ms duration)
+    hidden: true
+- id: arduino:video_object_detection
+  name: Video Object Detection
+  description: 'This object detection brick utilizes a pre-trained model to analyze
+    video streams from a camera.
 
-    It enables real-time, streaming transcription from a connected microphone, leveraging
-    leading cloud providers to deliver low-latency speech-to-text processing.
+    It identifies objects, returning their predicted class labels, bounding boxes,
+    and confidence scores.
+
+    The output is a video stream featuring bounding boxes around detected objects,
+    with the added capability to trigger actions based on these detections.
+
+    It supports pre-trained models provided by the framework and custom object detection
+    models trained on the Edge Impulse platform.
 
     '
-  require_container: false
-  require_model: false
+  require_container: true
+  require_model: true
   mount_devices_into_container: true
   ports: []
-  category: audio
+  category: video
+  model_name: yolox-object-detection
   required_devices:
-  - microphone
+  - camera
   variables:
-  - name: API_KEY
-    description: API Key for the cloud-based Speech to Text service
-  - name: LANGUAGE
-    description: 'Language code for transcription (e.g., en, it). Default: en'
+  - name: EI_V_OBJ_DETECTION_MODEL
+    default_value: /models/ootb/ei/yolo-x-nano.eim
+    description: Path to the model file
+    hidden: true
+  - name: CUSTOM_MODEL_PATH
+    default_value: /home/arduino/.arduino-bricks/ei-models
+    description: Path to the custom model directory
+    hidden: true
+  - name: BIND_ADDRESS
+    default_value: 0.0.0.0
+    description: Bind address
+    hidden: true
+  - name: VIDEO_DEVICE
+    default_value: /dev/video1
+    description: Video device path
+    hidden: true
+- id: arduino:camera_code_detection
+  name: Camera Code Detection
+  description: Scans a camera for barcodes and QR codes
+  require_container: false
+  require_model: false
+  mount_devices_into_container: false
+  ports: []
+  category: video
+  required_devices:
+  - camera
 - id: arduino:dbstorage_tsstore
   name: Database - Time Series
   description: Simplified time series database storage layer for Arduino sensor samples
@@ -366,28 +389,16 @@ bricks:
     default_value: 127.0.0.1
     description: External container address
     hidden: true
-- id: arduino:mood_detector
-  name: Mood Detection
-  description: 'This brick analyzes text sentiment to detect the mood expressed.
-
-    It classifies text as positive, negative, or neutral.
-
-    '
+- id: arduino:sound_generator
+  name: Sound Generator
+  description: Generate sounds like notes, tones, or melodies using waveforms.
   require_container: false
   require_model: false
   mount_devices_into_container: false
   ports: []
-  category: text
-- id: arduino:streamlit_ui
-  name: WebUI - Streamlit
-  description: A simplified user interface based on Streamlit and Python.
-  require_container: false
-  require_model: false
-  mount_devices_into_container: false
-  ports:
-  - 7000
-  category: ui
-  requires_display: webview
+  category: audio
+  required_devices:
+  - speaker
 - id: arduino:object_detection
   name: Object Detection
   description: "Brick for object detection using a pre-trained model. It processes\
@@ -413,10 +424,69 @@ bricks:
     default_value: 127.0.0.1
     description: Bind address
     hidden: true
-- id: arduino:audio_classification
-  name: Audio Classification
-  description: 'Brick for audio classification using a pre-trained model. It processes
-    audio input to classify different sounds.
+- id: arduino:gesture_recognition
+  name: Gesture Recognition
+  description: 'This gesture recognition brick utilizes a pre-trained model to analyze
+    video streams from a camera.
+
+    The output is a video stream featuring gesture recognition as overlay, with the
+    added capability to
+
+    trigger actions based on these detections.
+
+    '
+  require_container: true
+  require_model: false
+  mount_devices_into_container: false
+  ports: []
+  category: video
+  required_devices:
+  - camera
+  supported_boards:
+  - ventunoq
+- id: arduino:image_classification
+  name: Image Classification
+  description: "Brick for image classification using a pre-trained model. It processes\
+    \ images and returns the predicted class label and confidence score.\nBrick is\
+    \ designed to work with pre-trained models provided by framework or with custom\
+    \ image classification models trained on Edge Impulse platform. \n"
+  require_container: true
+  require_model: true
+  mount_devices_into_container: false
+  ports: []
+  category: video
+  model_name: mobilenet-image-classification
+  variables:
+  - name: EI_CLASSIFICATION_MODEL
+    default_value: /models/ootb/ei/mobilenet-v2-224px.eim
+    description: Path to the model file
+    hidden: true
+  - name: CUSTOM_MODEL_PATH
+    default_value: /home/arduino/.arduino-bricks/ei-models
+    description: Path to the custom model directory
+    hidden: true
+  - name: BIND_ADDRESS
+    default_value: 127.0.0.1
+    description: Bind address
+    hidden: true
+- id: arduino:vlm
+  name: Visual Language Model (VLM)
+  description: Visual Language Model (VLM) Brick enables seamless integration with
+    locally hosted VLMs for advanced AI capabilities in your Arduino projects.
+  require_container: false
+  require_model: true
+  mount_devices_into_container: false
+  ports: []
+  category: null
+  model_name: genie:qwen3-vl-4b
+  supported_boards:
+  - ventunoq
+  requires_services:
+  - arduino:genie
+- id: arduino:keyword_spotting
+  name: Keyword Spotting
+  description: 'Brick for keyword spotting using a pre-trained model. It processes
+    audio input to detect specific keywords or phrases.
 
     Brick is designed to work with pre-trained models provided by framework or with
     custom audio classification models trained on Edge Impulse platform.
@@ -427,10 +497,12 @@ bricks:
   mount_devices_into_container: false
   ports: []
   category: audio
-  model_name: glass-breaking
+  model_name: keyword-spotting-hey-arduino
+  required_devices:
+  - microphone
   variables:
-  - name: EI_AUDIO_CLASSIFICATION_MODEL
-    default_value: /models/ootb/ei/glass-breaking.eim
+  - name: EI_KEYWORD_SPOTTING_MODEL
+    default_value: /models/ootb/ei/keyword-spotting-hey-arduino.eim
     description: Path to the model file
     hidden: true
   - name: CUSTOM_MODEL_PATH
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/audio_classification/brick_compose.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/audio_classification/brick_compose.yaml
similarity index 91%
rename from internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/audio_classification/brick_compose.yaml
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/audio_classification/brick_compose.yaml
index 8887b1c18..86d6ef972 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/audio_classification/brick_compose.yaml
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/audio_classification/brick_compose.yaml
@@ -1,13 +1,11 @@
 services:
   ei-audio-classifier-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"     
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1339:1337
     volumes:
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/dbstorage_tsstore/brick_compose.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/dbstorage_tsstore/brick_compose.yaml
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/dbstorage_tsstore/brick_compose.yaml
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/dbstorage_tsstore/brick_compose.yaml
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/gesture_recognition/brick_compose.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/gesture_recognition/brick_compose.yaml
new file mode 100644
index 000000000..6ea5c2079
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/gesture_recognition/brick_compose.yaml
@@ -0,0 +1,19 @@
+services:
+  gesture_recognition:
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/gesture-recognition:dev-next
+    logging:
+      driver: "json-file"
+      options:
+        max-size: "5m"
+        max-file: "2"
+    ports:
+      - ${BIND_ADDRESS:-0.0.0.0}:5002:5002
+    devices:
+      - /dev/dma_heap/system
+      - /dev/dma_heap/qcom,system
+      - /dev/fastrpc-cdsp    
+    healthcheck:
+      test: [ "CMD-SHELL", "nc -zv gesture_recognition 5002 || exit 1" ]
+      interval: 1s
+      timeout: 2s
+      retries: 30
\ No newline at end of file
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/image_classification/brick_compose.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/image_classification/brick_compose.yaml
similarity index 91%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/image_classification/brick_compose.yaml
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/image_classification/brick_compose.yaml
index 742c6474d..4893e246e 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/image_classification/brick_compose.yaml
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/image_classification/brick_compose.yaml
@@ -1,13 +1,11 @@
 services:
   ei-classification-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"     
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1338:1337
     volumes:
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/keyword_spotting/brick_compose.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/keyword_spotting/brick_compose.yaml
similarity index 91%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/keyword_spotting/brick_compose.yaml
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/keyword_spotting/brick_compose.yaml
index ef3d418cc..c1d00f8d8 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/keyword_spotting/brick_compose.yaml
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/keyword_spotting/brick_compose.yaml
@@ -1,13 +1,11 @@
 services:
   ei-keyword-spot-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"     
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1340:1337
     volumes:
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/motion_detection/brick_compose.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/motion_detection/brick_compose.yaml
similarity index 91%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/motion_detection/brick_compose.yaml
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/motion_detection/brick_compose.yaml
index 1943c9785..fb4dd245e 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/motion_detection/brick_compose.yaml
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/motion_detection/brick_compose.yaml
@@ -1,13 +1,11 @@
 services:
   ei-motion-detection-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"     
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1341:1337
     volumes:
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/object_detection/brick_compose.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/object_detection/brick_compose.yaml
similarity index 91%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/object_detection/brick_compose.yaml
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/object_detection/brick_compose.yaml
index bfe701204..7a7e1ff7b 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/object_detection/brick_compose.yaml
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/object_detection/brick_compose.yaml
@@ -1,13 +1,11 @@
 services:
   ei-obj-detection-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"     
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1337:1337
     volumes:
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/vibration_anomaly_detection/brick_compose.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/vibration_anomaly_detection/brick_compose.yaml
similarity index 92%
rename from internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/vibration_anomaly_detection/brick_compose.yaml
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/vibration_anomaly_detection/brick_compose.yaml
index 3a4c2a245..edc0e9fd9 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/vibration_anomaly_detection/brick_compose.yaml
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/vibration_anomaly_detection/brick_compose.yaml
@@ -2,14 +2,12 @@
 # CUSTOM_MODEL_PATH = path to the custom model directory
 services:
   ei-anomaly-detection-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"     
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1342:1337
     volumes:
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/video_image_classification/brick_compose.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/video_image_classification/brick_compose.yaml
similarity index 84%
rename from internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/video_image_classification/brick_compose.yaml
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/video_image_classification/brick_compose.yaml
index 158464641..3584d13bf 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/video_image_classification/brick_compose.yaml
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/video_image_classification/brick_compose.yaml
@@ -1,6 +1,6 @@
 services:
   ei-video-classification-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
@@ -13,7 +13,7 @@ services:
       - "/run/udev:/run/udev"
     command: ["--model-file", "${EI_V_CLASSIFICATION_MODEL:-/models/ootb/ei/mobilenet-v2-224px.eim}", "--gst-source", "tcpserversrc host=0.0.0.0 port=5050 ! jpegdec", "--dont-print-predictions", "--preview-original-resolution"]
     healthcheck:
-      test: [ "CMD-SHELL", "netstat -tuln | grep :5050 || exit 1" ]
+      test: [ "CMD-SHELL", "grep -i ':13BA' /proc/net/tcp | grep ' 0A ' || exit 1" ] # Hex encoding of port 5050
       interval: 2s
       timeout: 2s
       retries: 25
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/video_object_detection/brick_compose.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/video_object_detection/brick_compose.yaml
similarity index 84%
rename from internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/video_object_detection/brick_compose.yaml
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/video_object_detection/brick_compose.yaml
index cff716a92..6c35e5db9 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/compose/arduino/video_object_detection/brick_compose.yaml
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/video_object_detection/brick_compose.yaml
@@ -1,6 +1,6 @@
 services:
   ei-video-obj-detection-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
@@ -13,7 +13,7 @@ services:
       - "/run/udev:/run/udev"
     command: ["--model-file", "${EI_V_OBJ_DETECTION_MODEL:-/models/ootb/ei/yolo-x-nano.eim}", "--gst-source", "tcpserversrc host=0.0.0.0 port=5050 ! jpegdec", "--dont-print-predictions", "--preview-original-resolution"]
     healthcheck:
-      test: [ "CMD-SHELL", "netstat -tuln | grep :5050 || exit 1" ]
+      test: [ "CMD-SHELL", "grep -i ':13BA' /proc/net/tcp | grep ' 0A ' || exit 1" ] # Hex encoding of port 5050
       interval: 2s
       timeout: 2s
       retries: 25
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/visual_anomaly_detection/brick_compose.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/visual_anomaly_detection/brick_compose.yaml
similarity index 92%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/visual_anomaly_detection/brick_compose.yaml
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/visual_anomaly_detection/brick_compose.yaml
index d62ec03f3..e0b3f6231 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/compose/arduino/visual_anomaly_detection/brick_compose.yaml
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/compose/arduino/visual_anomaly_detection/brick_compose.yaml
@@ -1,13 +1,11 @@
 services:
   ei-obj-video-anomalies-det-runner:
-    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.8.0
+    image: ${DOCKER_REGISTRY_BASE:-ghcr.io/arduino/}app-bricks/ei-models-runner:0.9.0
     logging:
       driver: "json-file"
       options:
         max-size: "5m"
         max-file: "2"    
-    devices:
-      - "/dev/dri:/dev/dri"
     ports:
       - ${BIND_ADDRESS:-127.0.0.1}:1343:1337
     volumes:
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/arduino_cloud/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/arduino_cloud/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/arduino_cloud/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/arduino_cloud/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/asr/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/asr/README.md
new file mode 100644
index 000000000..177c21334
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/asr/README.md
@@ -0,0 +1,10 @@
+# Automatic Speech Recognition Brick
+
+The `AutomaticSpeechRecognition` brick provides on-device automatic speech recognition (ASR) capabilities for audio streams and files. It offers a high-level interface for transcribing audio using a local model, with support for both real-time and batch processing.
+
+## LocalASR Class Features
+
+- **Offline Operation:** All transcriptions are performed locally, ensuring data privacy and eliminating network dependencies.
+- **Multi Language Support:** Supports the transcription of spoken multiple languages.
+- **Audio Input Formats**: Designed to work with the Microphone peripheral, WAV and PCM audio.
+- **Concurrency Control**: Limits the number of simultaneous transcription sessions to avoid resource exhaustion.
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/audio_classification/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/audio_classification/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/audio_classification/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/audio_classification/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/camera_code_detection/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/camera_code_detection/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/camera_code_detection/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/camera_code_detection/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/cloud_asr/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/cloud_asr/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/cloud_asr/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/cloud_asr/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/cloud_llm/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/cloud_llm/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/cloud_llm/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/cloud_llm/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/dbstorage_sqlstore/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/dbstorage_sqlstore/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/dbstorage_sqlstore/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/dbstorage_sqlstore/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/dbstorage_tsstore/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/dbstorage_tsstore/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/dbstorage_tsstore/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/dbstorage_tsstore/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/gesture_recognition/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/gesture_recognition/README.md
new file mode 100644
index 000000000..8ed176d39
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/gesture_recognition/README.md
@@ -0,0 +1,5 @@
+# Gesture Recognition Brick
+
+This gesture recognition brick utilizes a pre-trained model to analyze video streams from a camera.
+The output is a video stream featuring gesture recognition as overlay, with the added capability to
+trigger actions based on these detections.
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/image_classification/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/image_classification/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/image_classification/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/image_classification/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/keyword_spotting/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/keyword_spotting/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/keyword_spotting/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/keyword_spotting/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/llm/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/llm/README.md
new file mode 100644
index 000000000..cdfddf309
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/llm/README.md
@@ -0,0 +1,7 @@
+# Large Language Model (LLMs) Brick
+
+A Brick for interacting with locally-based Large Language Models (LLMs).
+
+This class wraps LangChain functionality to provide a simplified, unified interface for chatting with models like Qwenm, LLama, Gemma.
+It supports both synchronous 'one-shot' responses and streaming output, with optional conversational memory.
+
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/mood_detector/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/mood_detector/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/mood_detector/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/mood_detector/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/motion_detection/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/motion_detection/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/motion_detection/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/motion_detection/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/object_detection/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/object_detection/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/object_detection/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/object_detection/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/sound_generator/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/sound_generator/README.md
similarity index 93%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/sound_generator/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/sound_generator/README.md
index 378b010cb..864fa7e77 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/sound_generator/README.md
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/sound_generator/README.md
@@ -8,9 +8,9 @@ Sound Generator is a lightweight and expressive audio generation brick that lets
 
 - Generate tones and melodies from notes or frequencies
 - Choose your waveform — sine, square, triangle, sawtooth
-- Add sound effects such as chorus, overdrive, delay, vibrato, or distortion
+- Add sound effects such as ADSR, bitcrusher, chorus, tremolo, vibrato, or overdrive
 - Compose procedural music directly from code
-- Real-time playback over speaker
+- Playback over speaker
 
 ## Code example and usage
 
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/streamlit_ui/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/streamlit_ui/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/streamlit_ui/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/streamlit_ui/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/telegram_bot/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/telegram_bot/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/telegram_bot/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/telegram_bot/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/vibration_anomaly_detection/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/vibration_anomaly_detection/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/vibration_anomaly_detection/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/vibration_anomaly_detection/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/video_image_classification/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/video_image_classification/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/video_image_classification/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/video_image_classification/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/video_object_detection/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/video_object_detection/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/video_object_detection/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/video_object_detection/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/visual_anomaly_detection/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/visual_anomaly_detection/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/visual_anomaly_detection/README.md
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/visual_anomaly_detection/README.md
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/vlm/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/vlm/README.md
new file mode 100644
index 000000000..5f7b41e1f
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/vlm/README.md
@@ -0,0 +1,3 @@
+# Vision Language Model (VLM) Brick
+
+Visual Language Model (VLM) Brick enables seamless integration with locally hosted VLMs for advanced AI capabilities in your Arduino projects.
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/wave_generator/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/wave_generator/README.md
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/wave_generator/README.md
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diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/weather_forecast/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/weather_forecast/README.md
similarity index 100%
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diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/docs/arduino/web_ui/README.md b/internal/e2e/daemon/testdata/assets/0.9.0rc3/docs/arduino/web_ui/README.md
similarity index 100%
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diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/arduino_cloud/1_led_blink.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/arduino_cloud/1_led_blink.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/arduino_cloud/1_led_blink.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/arduino_cloud/1_led_blink.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/arduino_cloud/2_light_with_colors_monitor.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/arduino_cloud/2_light_with_colors_monitor.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/arduino_cloud/2_light_with_colors_monitor.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/arduino_cloud/2_light_with_colors_monitor.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/arduino_cloud/3_light_with_colors_command.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/arduino_cloud/3_light_with_colors_command.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/arduino_cloud/3_light_with_colors_command.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/arduino_cloud/3_light_with_colors_command.py
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/asr/00_transcribe_wav.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/asr/00_transcribe_wav.py
new file mode 100644
index 000000000..83d54bc83
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/asr/00_transcribe_wav.py
@@ -0,0 +1,13 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Transcribe a wav file"
+# EXAMPLE_REQUIRES = "Requires a WAV file with a voice recording"
+from arduino.app_bricks.asr import AutomaticSpeechRecognition
+
+
+asr = AutomaticSpeechRecognition()
+with open("recording_01.wav", "rb") as wav_file:
+    text = asr.transcribe_wav(wav_file.read())
+    print(f"Transcription: {text}")
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/asr/01_stream_wav_transcription.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/asr/01_stream_wav_transcription.py
new file mode 100644
index 000000000..0b624732b
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/asr/01_stream_wav_transcription.py
@@ -0,0 +1,19 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Transcribe a wav file and stream the results"
+# EXAMPLE_REQUIRES = "Requires a WAV file with a voice recording"
+from arduino.app_bricks.asr import AutomaticSpeechRecognition
+
+
+asr = AutomaticSpeechRecognition()
+with open("recording_01.wav", "rb") as wav_file:
+    with asr.transcribe_wav_stream(wav_file.read()) as stream:
+        for chunk in stream:
+            match chunk.type:
+                case "partial_text":
+                    print(f"Partial: {chunk.data}")
+                case "full_text":
+                    print(f"Final: {chunk.data}")
+                    break
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/asr/02_transcribe_mic.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/asr/02_transcribe_mic.py
new file mode 100644
index 000000000..8c91655ef
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/asr/02_transcribe_mic.py
@@ -0,0 +1,18 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Transcribe audio from microphone"
+# EXAMPLE_REQUIRES = "Requires a microphone device"
+from arduino.app_bricks.asr import AutomaticSpeechRecognition
+from arduino.app_peripherals.microphone import Microphone
+
+
+mic = Microphone()
+mic.start()
+
+asr = AutomaticSpeechRecognition()
+text = asr.transcribe_mic(mic, duration=5)
+print(f"Transcription: {text}")
+
+mic.stop()
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/asr/03_stream_mic_transcription.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/asr/03_stream_mic_transcription.py
new file mode 100644
index 000000000..8f0f8414c
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/asr/03_stream_mic_transcription.py
@@ -0,0 +1,24 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Transcribe audio from microphone and stream the results"
+# EXAMPLE_REQUIRES = "Requires a microphone device"
+from arduino.app_bricks.asr import AutomaticSpeechRecognition
+from arduino.app_peripherals.microphone import Microphone
+
+
+mic = Microphone()
+mic.start()
+
+asr = AutomaticSpeechRecognition()
+with asr.transcribe_mic_stream(mic, duration=5) as stream:
+    for chunk in stream:
+        match chunk.type:
+            case "partial_text":
+                print(f"Partial: {chunk.data}")
+            case "full_text":
+                print(f"Final: {chunk.data}")
+                break
+
+mic.stop()
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/audio_classification/1_glass_breaking_from_mic.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/audio_classification/1_glass_breaking_from_mic.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/audio_classification/1_glass_breaking_from_mic.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/audio_classification/1_glass_breaking_from_mic.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/audio_classification/2_glass_breaking_from_file.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/audio_classification/2_glass_breaking_from_file.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/audio_classification/2_glass_breaking_from_file.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/audio_classification/2_glass_breaking_from_file.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/camera_code_detection/1_detection.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/camera_code_detection/1_detection.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/camera_code_detection/1_detection.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/camera_code_detection/1_detection.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/camera_code_detection/2_detection_list.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/camera_code_detection/2_detection_list.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/camera_code_detection/2_detection_list.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/camera_code_detection/2_detection_list.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/camera_code_detection/3_detection_with_overrides.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/camera_code_detection/3_detection_with_overrides.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/camera_code_detection/3_detection_with_overrides.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/camera_code_detection/3_detection_with_overrides.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_asr/1_asr.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_asr/1_asr.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_asr/1_asr.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_asr/1_asr.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_asr/2_multilingual_asr.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_asr/2_multilingual_asr.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_asr/2_multilingual_asr.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_asr/2_multilingual_asr.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_asr/3_event_stream.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_asr/3_event_stream.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_asr/3_event_stream.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_asr/3_event_stream.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_asr/4_different_providers.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_asr/4_different_providers.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_asr/4_different_providers.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_asr/4_different_providers.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_llm/1_simple_prompt.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_llm/1_simple_prompt.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_llm/1_simple_prompt.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_llm/1_simple_prompt.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_llm/2_streaming_responses.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_llm/2_streaming_responses.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_llm/2_streaming_responses.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_llm/2_streaming_responses.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_llm/3_no_memory.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_llm/3_no_memory.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_llm/3_no_memory.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_llm/3_no_memory.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_llm/4_model_selection.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_llm/4_model_selection.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_llm/4_model_selection.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_llm/4_model_selection.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_llm/5_tool_calling.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_llm/5_tool_calling.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_llm/5_tool_calling.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_llm/5_tool_calling.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_llm/6_multimodal.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_llm/6_multimodal.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/cloud_llm/6_multimodal.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/cloud_llm/6_multimodal.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/dbstorage_sqlstore/store_and_read_example.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/dbstorage_sqlstore/store_and_read_example.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/dbstorage_sqlstore/store_and_read_example.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/dbstorage_sqlstore/store_and_read_example.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/dbstorage_tsstore/1_write_read.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/dbstorage_tsstore/1_write_read.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/dbstorage_tsstore/1_write_read.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/dbstorage_tsstore/1_write_read.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/dbstorage_tsstore/2_read_all_samples.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/dbstorage_tsstore/2_read_all_samples.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/dbstorage_tsstore/2_read_all_samples.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/dbstorage_tsstore/2_read_all_samples.py
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/gesture_recognition/01_gesture.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/gesture_recognition/01_gesture.py
new file mode 100644
index 000000000..912506140
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/gesture_recognition/01_gesture.py
@@ -0,0 +1,16 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Gesture recognition"
+# EXAMPLE_REQUIRES = "Requires a connected camera"
+
+from arduino.app_bricks.gesture_recognition import GestureRecognition
+from arduino.app_utils.app import App
+
+pd = GestureRecognition()
+pd.on_gesture("Victory", lambda meta: print("All your bases are belong to us"))
+pd.on_gesture("Open_Palm", lambda meta: print("Moving left!"), hand="left")
+pd.on_gesture("Open_Palm", lambda meta: print("Moving right!"), hand="right")
+
+App.run()
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/gesture_recognition/02_enter_exit.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/gesture_recognition/02_enter_exit.py
new file mode 100644
index 000000000..fa4a4662a
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/gesture_recognition/02_enter_exit.py
@@ -0,0 +1,15 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Gesture recognition hand enter/exit detection"
+# EXAMPLE_REQUIRES = "Requires a connected camera"
+
+from arduino.app_bricks.gesture_recognition import GestureRecognition
+from arduino.app_utils.app import App
+
+pd = GestureRecognition()
+pd.on_enter(lambda: print("Hi there!"))
+pd.on_exit(lambda: print("Goodbye!"))
+
+App.run()
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/gesture_recognition/03_confirm_deny.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/gesture_recognition/03_confirm_deny.py
new file mode 100644
index 000000000..0d24c6065
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/gesture_recognition/03_confirm_deny.py
@@ -0,0 +1,15 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Get user confirmation with hand gestures"
+# EXAMPLE_REQUIRES = "Requires a connected camera"
+
+from arduino.app_bricks.gesture_recognition import GestureRecognition
+from arduino.app_utils.app import App
+
+pd = GestureRecognition()
+pd.on_gesture("Thumb_Up", lambda meta: print("Operation confirmed!"))
+pd.on_gesture("Thumb_Down", lambda meta: print("Operation denied!"))
+
+App.run()
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/image_classification/image_classification_example.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/image_classification/image_classification_example.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/image_classification/image_classification_example.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/image_classification/image_classification_example.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/keyword_spotting/1_hello_world.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/keyword_spotting/1_hello_world.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/keyword_spotting/1_hello_world.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/keyword_spotting/1_hello_world.py
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/01_simple_chat.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/01_simple_chat.py
new file mode 100644
index 000000000..392d13ebe
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/01_simple_chat.py
@@ -0,0 +1,22 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with a Local LLM"
+# EXAMPLE_REQUIRES = "Models must be downloaded and available locally."
+
+from arduino.app_bricks.llm import LargeLanguageModel
+from arduino.app_utils import App
+
+llm = LargeLanguageModel()
+
+
+def ask_prompt():
+    prompt = input("Enter your prompt (or type 'exit' to quit): ")
+    if prompt.lower() == "exit":
+        raise StopIteration()
+    print(llm.chat(prompt))
+    print()
+
+
+App.run(ask_prompt)
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/02_simple_streaming_chat.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/02_simple_streaming_chat.py
new file mode 100644
index 000000000..7352d2ce5
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/02_simple_streaming_chat.py
@@ -0,0 +1,23 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with a Local LLM"
+# EXAMPLE_REQUIRES = "Models must be downloaded and available locally."
+
+from arduino.app_bricks.llm import LargeLanguageModel
+from arduino.app_utils import App
+
+llm = LargeLanguageModel()
+
+
+def ask_prompt():
+    prompt = input("Enter your prompt (or type 'exit' to quit): ")
+    if prompt.lower() == "exit":
+        raise StopIteration()
+    for chunk in llm.chat_stream(prompt):
+        print(chunk, end="", flush=True)
+    print()
+
+
+App.run(ask_prompt)
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/03_external_provider_streaming_chat.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/03_external_provider_streaming_chat.py
new file mode 100644
index 000000000..c30eacbfb
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/03_external_provider_streaming_chat.py
@@ -0,0 +1,23 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with a Local LLM"
+# EXAMPLE_REQUIRES = "Models must be downloaded and available locally."
+
+from arduino.app_bricks.llm import LargeLanguageModel
+from arduino.app_utils import App
+
+llm = LargeLanguageModel(model="genie:qwen3:4b")
+
+
+def ask_prompt():
+    prompt = input("Enter your prompt (or type 'exit' to quit): ")
+    if prompt.lower() == "exit":
+        raise StopIteration()
+    for chunk in llm.chat_stream(prompt):
+        print(chunk, end="", flush=True)
+    print()
+
+
+App.run(ask_prompt)
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/04_streaming_with_tools.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/04_streaming_with_tools.py
new file mode 100644
index 000000000..32b353597
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/04_streaming_with_tools.py
@@ -0,0 +1,48 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with tools and streaming"
+# EXAMPLE_REQUIRES = "Models must be downloaded and available locally."
+
+from arduino.app_bricks.llm import LargeLanguageModel, tool
+from arduino.app_utils import App
+
+
+# Tool definition - simulates a simple weather API - please replace with actual API calls in a real application
+@tool
+def get_current_weather(location: str) -> str:
+    """
+    Get the current weather in a given location.
+    The output is a string with a summary of the weather.
+
+    Args:
+        location (str): The location to get the weather for.
+
+    Returns:
+        str: A summary of the current weather in the specified location.
+
+    """
+    if "boston" in location.lower():
+        return "The current weather in Boston is 15°C and partly cloudy."
+    elif "paris" in location.lower():
+        return "The current weather in Paris is 8°C and rainy."
+    elif "turin" in location.lower():
+        return "The current weather in Turin is 8°C and rainy."
+    else:
+        return f"Sorry, I do not have real-time weather data for {location}. Assuming it's a sunny day!"
+
+
+llm = LargeLanguageModel(max_tokens=512, tools=[get_current_weather])
+
+
+def ask_prompt():
+    prompt = input("Enter your prompt (or type 'exit' to quit): ")
+    if prompt.lower() == "exit":
+        raise StopIteration()
+    for chunk in llm.chat_stream(prompt):
+        print(chunk, end="", flush=True)
+    print()
+
+
+App.run(ask_prompt)
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/04_tool_calling.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/04_tool_calling.py
new file mode 100644
index 000000000..1caefe548
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/llm/04_tool_calling.py
@@ -0,0 +1,41 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with an LLM using Tool Calling"
+# EXAMPLE_REQUIRES = "Requires a valid API key to a cloud LLM service."
+
+from arduino.app_bricks.llm import LargeLanguageModel, tool
+from arduino.app_utils import App
+
+
+@tool
+def get_current_weather(location: str) -> str:
+    """
+    Get the current weather in a given location.
+    The output is a string with a summary of the weather.
+    """
+    if "boston" in location.lower():
+        return "The current weather in Boston is -5°C and rainy."
+    elif "paris" in location.lower():
+        return "The current weather in Paris is 8°C and rainy."
+    elif "turin" in location.lower():
+        return "The current weather in Turin is 8°C and rainy."
+    else:
+        return f"Sorry, I do not have real-time weather data for {location}. Assuming it's a sunny day!"
+
+
+llm = LargeLanguageModel(
+    tools=[get_current_weather],
+)
+
+
+def ask_prompt():
+    prompt = input("Enter your prompt (or type 'exit' to quit): ")
+    if prompt.lower() == "exit":
+        raise StopIteration()
+    print(llm.chat(prompt))
+    print()
+
+
+App.run(ask_prompt)
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/mood_detector/1_basic_usage.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/mood_detector/1_basic_usage.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/mood_detector/1_basic_usage.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/mood_detector/1_basic_usage.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/motion_detection/1_basic_usage.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/motion_detection/1_basic_usage.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/motion_detection/1_basic_usage.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/motion_detection/1_basic_usage.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/object_detection/object_detection_example.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/object_detection/object_detection_example.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/object_detection/object_detection_example.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/object_detection/object_detection_example.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/1_play_sequence.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/1_play_sequence.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/1_play_sequence.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/1_play_sequence.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/2_stream_sequence.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/2_stream_sequence.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/2_stream_sequence.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/2_stream_sequence.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/3_play_abc_notation.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/3_play_abc_notation.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/3_play_abc_notation.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/3_play_abc_notation.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/4_effects.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/4_effects.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/4_effects.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/4_effects.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/5_play_chords.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/5_play_chords.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/5_play_chords.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/5_play_chords.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/6_play_polyphonic.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/6_play_polyphonic.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/6_play_polyphonic.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/6_play_polyphonic.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/7_play_step_sequence.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/7_play_step_sequence.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/7_play_step_sequence.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/7_play_step_sequence.py
diff --git a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/8_play_composition.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/8_play_composition.py
similarity index 59%
rename from debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/8_play_composition.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/8_play_composition.py
index fbab43772..adf832b5c 100644
--- a/debian/arduino-app-cli/var/lib/arduino-app-cli/assets/0.8.0/examples/arduino/sound_generator/8_play_composition.py
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/8_play_composition.py
@@ -29,6 +29,21 @@
 )
 
 player = SoundGenerator()
-player.play_composition(comp, block=True)
+
+# Choose how to play the composition:
+# - "once": play it once and wait automatically until it finishes
+# - "timed_loop": loop it for a fixed duration and wait automatically
+# - "loop": loop forever until the app is stopped
+PLAY_MODE = "timed_loop"
+LOOP_DURATION_SECONDS = 10.0
+
+if PLAY_MODE == "once":
+    player.play_composition(comp)
+elif PLAY_MODE == "timed_loop":
+    player.play_composition(comp, loop=True, play_for=LOOP_DURATION_SECONDS)
+elif PLAY_MODE == "loop":
+    player.play_composition(comp, loop=True)
+else:
+    raise ValueError(f"Unsupported PLAY_MODE: {PLAY_MODE}")
 
 App.run()
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/9_play_wav.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/9_play_wav.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/sound_generator/9_play_wav.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/sound_generator/9_play_wav.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/streamlit_ui/1_basic_usage.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/streamlit_ui/1_basic_usage.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/streamlit_ui/1_basic_usage.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/streamlit_ui/1_basic_usage.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/1_text_echo.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/1_text_echo.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/1_text_echo.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/1_text_echo.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/2_command_handler.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/2_command_handler.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/2_command_handler.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/2_command_handler.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/3_whitelist_auth.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/3_whitelist_auth.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/3_whitelist_auth.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/3_whitelist_auth.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/4_scheduled_messages.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/4_scheduled_messages.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/4_scheduled_messages.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/4_scheduled_messages.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/5_photo_echo.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/5_photo_echo.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/5_photo_echo.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/5_photo_echo.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/6_audio_echo.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/6_audio_echo.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/6_audio_echo.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/6_audio_echo.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/7_video_echo.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/7_video_echo.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/7_video_echo.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/7_video_echo.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/8_document_echo.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/8_document_echo.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/telegram_bot/8_document_echo.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/telegram_bot/8_document_echo.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/vibration_anomaly_detection/1_basic_usage.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/vibration_anomaly_detection/1_basic_usage.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/vibration_anomaly_detection/1_basic_usage.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/vibration_anomaly_detection/1_basic_usage.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/video_image_classification/1_basic_usage.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/video_image_classification/1_basic_usage.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/video_image_classification/1_basic_usage.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/video_image_classification/1_basic_usage.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/video_object_detection/1_basic_usage.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/video_object_detection/1_basic_usage.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/video_object_detection/1_basic_usage.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/video_object_detection/1_basic_usage.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/video_object_detection/2_count_objects.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/video_object_detection/2_count_objects.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/video_object_detection/2_count_objects.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/video_object_detection/2_count_objects.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/video_object_detection/3_get_image.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/video_object_detection/3_get_image.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/video_object_detection/3_get_image.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/video_object_detection/3_get_image.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/visual_anomaly_detection/object_detection_example.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/visual_anomaly_detection/object_detection_example.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/visual_anomaly_detection/object_detection_example.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/visual_anomaly_detection/object_detection_example.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/visual_anomaly_detection/visual_anomaly_example.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/visual_anomaly_detection/visual_anomaly_example.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/visual_anomaly_detection/visual_anomaly_example.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/visual_anomaly_detection/visual_anomaly_example.py
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/vlm/01_simple_chat.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/vlm/01_simple_chat.py
new file mode 100644
index 000000000..dd053e26f
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/vlm/01_simple_chat.py
@@ -0,0 +1,12 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with a Local VLM"
+# EXAMPLE_REQUIRES = "Models must be downloaded and available locally."
+
+from arduino.app_bricks.vlm import VisionLanguageModel
+
+vlm = VisionLanguageModel()
+
+print(vlm.chat("Describe the image.", images=["chair.jpg"]))
diff --git a/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/vlm/02_simple_streaming_chat.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/vlm/02_simple_streaming_chat.py
new file mode 100644
index 000000000..32ed2f679
--- /dev/null
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/vlm/02_simple_streaming_chat.py
@@ -0,0 +1,13 @@
+# SPDX-FileCopyrightText: Copyright (C) ARDUINO SRL (http://www.arduino.cc)
+#
+# SPDX-License-Identifier: MPL-2.0
+
+# EXAMPLE_NAME = "Chat with a Local VLM"
+# EXAMPLE_REQUIRES = "Models must be downloaded and available locally."
+
+from arduino.app_bricks.vlm import VisionLanguageModel
+
+vlm = VisionLanguageModel()
+
+for chunk in vlm.chat_stream("Describe the image.", images=["chair.jpg"]):
+    print(chunk, end="", flush=True)
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/wave_generator/01_basic_tone.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/wave_generator/01_basic_tone.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/wave_generator/01_basic_tone.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/wave_generator/01_basic_tone.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/wave_generator/02_waveform_types.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/wave_generator/02_waveform_types.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/wave_generator/02_waveform_types.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/wave_generator/02_waveform_types.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/wave_generator/03_frequency_sweep.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/wave_generator/03_frequency_sweep.py
similarity index 99%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/wave_generator/03_frequency_sweep.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/wave_generator/03_frequency_sweep.py
index 005d3360a..33078b928 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/wave_generator/03_frequency_sweep.py
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/wave_generator/03_frequency_sweep.py
@@ -32,7 +32,6 @@ def frequency_sweep():
     for freq in range(880, 219, -20):
         wave_gen.frequency = float(freq)
         time.sleep(0.1)
-
     wave_gen.amplitude = 0.0  # Fade out
     time.sleep(2)
 
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/wave_generator/04_envelope_control.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/wave_generator/04_envelope_control.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/wave_generator/04_envelope_control.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/wave_generator/04_envelope_control.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/wave_generator/05_custom_speaker.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/wave_generator/05_custom_speaker.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/wave_generator/05_custom_speaker.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/wave_generator/05_custom_speaker.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/weather_forecast/weather_forecast_by_city_example.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/weather_forecast/weather_forecast_by_city_example.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/weather_forecast/weather_forecast_by_city_example.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/weather_forecast/weather_forecast_by_city_example.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/weather_forecast/weather_forecast_by_coords_example.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/weather_forecast/weather_forecast_by_coords_example.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/weather_forecast/weather_forecast_by_coords_example.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/weather_forecast/weather_forecast_by_coords_example.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/web_ui/1_serve_webapp.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/web_ui/1_serve_webapp.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/web_ui/1_serve_webapp.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/web_ui/1_serve_webapp.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/web_ui/2_serve_webapp_and_api.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/web_ui/2_serve_webapp_and_api.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/web_ui/2_serve_webapp_and_api.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/web_ui/2_serve_webapp_and_api.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/web_ui/3_connect_disconnect.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/web_ui/3_connect_disconnect.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/web_ui/3_connect_disconnect.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/web_ui/3_connect_disconnect.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/web_ui/4_on_message.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/web_ui/4_on_message.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/web_ui/4_on_message.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/web_ui/4_on_message.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/web_ui/5_send_message.py b/internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/web_ui/5_send_message.py
similarity index 100%
rename from internal/e2e/daemon/testdata/assets/0.8.0/examples/arduino/web_ui/5_send_message.py
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/examples/arduino/web_ui/5_send_message.py
diff --git a/internal/e2e/daemon/testdata/assets/0.8.0/models-list.yaml b/internal/e2e/daemon/testdata/assets/0.9.0rc3/models-list.yaml
similarity index 88%
rename from internal/e2e/daemon/testdata/assets/0.8.0/models-list.yaml
rename to internal/e2e/daemon/testdata/assets/0.9.0rc3/models-list.yaml
index 366474aa1..3d81d236e 100644
--- a/internal/e2e/daemon/testdata/assets/0.8.0/models-list.yaml
+++ b/internal/e2e/daemon/testdata/assets/0.9.0rc3/models-list.yaml
@@ -1077,7 +1077,7 @@ models:
       source: "edgeimpulse"
       ei-project-id: 708500
       ei-model-url: "https://studio.edgeimpulse.com/public/708500/live"
-      ei-gpu-mode: true
+      ei-gpu-mode: false
       source-model-id: "MobileNetV2"
       source-model-url: "https://www.tensorflow.org/api_docs/python/tf/keras/applications/MobileNetV2"
     bricks:
@@ -1098,7 +1098,7 @@ models:
       source: "edgeimpulse"
       ei-project-id: 755016
       ei-model-url: "https://studio.edgeimpulse.com/public/755016/live"
-      ei-gpu-mode: true
+      ei-gpu-mode: false
       source-model-id: "person-classification-wakevision"
       source-model-url: "https://studio.edgeimpulse.com/public/755016/live"
     bricks:
@@ -1215,4 +1215,83 @@ models:
       ei-project-id: 842271
       ei-model-url: "https://studio.edgeimpulse.com/public/842271/live"      
       source-model-id: "hand-gestures"
-      source-model-url: "https://studio.edgeimpulse.com/public/842271/live"
\ No newline at end of file
+      source-model-url: "https://studio.edgeimpulse.com/public/842271/live"
+ - "genie:qwen3-4b":
+    runner: genie
+    name : "Qwen 3-4B Instruct"
+    description: >-
+      The Qwen3-4B is a state-of-the-art multilingual base language model with 4 billion
+      parameters, excelling in language understanding, generation, coding, and mathematics.
+    supported_boards: ["ventunoq"]
+    bricks:
+      - id: "arduino:llm"
+    download_location: /var/lib/arduino-app-cli/models/genai
+    metadata:
+      source: "qualcomm-ai-hub"
+      source-model-id: "qwen3_4b_instruct_2507"
+      source-model-url: "https://aihub.qualcomm.com/models/qwen3_4b_instruct_2507"      
+ - "genie:qwen3-vl-4b":
+    runner: genie
+    name : "Qwen 3-VL-4B VLM"
+    description: >-
+      The Qwen3 4B VLM is a state-of-the-art multilingual vision-language model with 4
+      billion parameters, excelling in language understanding, generation, coding, and
+      mathematics.
+    supported_boards: ["ventunoq"]
+    bricks:
+      - id: "arduino:vlm"
+    download_location: /var/lib/arduino-app-cli/models/genai  
+    metadata:
+      source: "qualcomm-ai-hub"
+      source-model-id: "qwen3_vl_4b"
+      source-model-url: "https://aihub.qualcomm.com/models/qwen3_vl_4b"
+ - gesture-recognition:
+    runner: brick
+    name : "MediaPipe Hand-Gesture Recognition"
+    description: >-
+      The MediaPipe Gesture Recognizer is a real-time machine learning pipeline that detects hands, predicts 21 hand landmarks, determines handedness (left/right),
+      and classifies gestures from a predefined set.
+    model_labels:
+      - Thumb_Up
+      - Thumb_Down
+      - Victory
+      - Pointing_Up
+      - Open_Palm
+      - ILoveYou
+    bricks:
+      - id: "arduino:gesture_recognition"
+    download_location: /var/lib/arduino-app-cli/models/genai
+    metadata:
+      source: "qualcomm-ai-hub"  
+      source-model-id: "mediapipe_hand_gesture"
+      source-model-url: "https://aihub.qualcomm.com/models/mediapipe_hand_gesture"
+ - whisper-small:
+    runner: audio-analytics
+    name : "Whisper Small"
+    description: >-
+      Whisper-Small ASR (Automatic Speech Recognition) model is a state-of-the-art system designed for transcribing spoken language into written text.
+      This model is based on the transformer architecture and has been optimized for edge inference by replacing Multi-Head Attention (MHA)
+      with Single-Head Attention (SHA) and linear layers with convolutional (conv) layers. It exhibits robust performance in realistic, noisy environments,
+      making it highly reliable for real-world applications.
+      Specifically, it excels in long-form transcription, capable of accurately transcribing audio clips up to 30 seconds long.
+    supported_boards: ["ventunoq"]
+    bricks:
+      - id: "arduino:asr"
+    download_location: /var/lib/arduino-app-cli/models/audio-analytics/asr 
+    metadata:
+      source: "qualcomm-ai-hub"
+      source-model-id: "whisper_small"
+      source-model-url: "https://aihub.qualcomm.com/models/whisper_small"
+ - melo-tts-en:
+    runner: audio-analytics
+    name : "Melo TTS (English)"
+    description: >-
+      MeloTTS is a high-quality multi-lingual text-to-speech library - English version.
+    supported_boards: ["ventunoq"]
+    bricks:
+      - id: "arduino:tts"
+    download_location: /var/lib/arduino-app-cli/models/audio-analytics/tts 
+    metadata:
+      source: "qualcomm-ai-hub"
+      source-model-id: "melo_tts"
+      source-model-url: "https://aihub.qualcomm.com/models/melo_tts"      
\ No newline at end of file
diff --git a/internal/orchestrator/config/config.go b/internal/orchestrator/config/config.go
index 107d3d119..382cc59fb 100644
--- a/internal/orchestrator/config/config.go
+++ b/internal/orchestrator/config/config.go
@@ -32,7 +32,7 @@ import (
 )
 
 // runnerVersion do not edit, this is generate with `task generate:assets`
-var RunnerVersion = "0.8.0"
+var RunnerVersion = "0.9.0rc3"
 
 type Configuration struct {
 	appsDir                          *paths.Path