Title: Home - Google Developers Blog
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X Title: Google for Developers Blog - News about Web, Mobile, AI and Cloud
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| AI Cloud Cloud Homepage AI Homepage Announcements Documentation Release Notes Learn Explore Build reliable multi-agent applications with ADK Go 2.0. Discover our new graph-based workflow engine, built-in human-in-the-loop, and dynamic orchestration The Agent Development Kit (ADK) for Go 2.0 has been released, introducing a first-class, graph-based workflow engine to help developers compose complex, multi-agent applications. This update adds built-in primitives for human-in-the-loop (HITL) orchestration, dynamic execution using plain Go code, and automated resilience features like exponential backoff retries. By unifying the execution model, both single-agent applications and intricate graphs now run on the same runtime, simplifying telemetry and state persistence. | https://googledevelopers.blogspot.com/announcing-adk-go-20/ |
| AI Cloud Cloud Homepage AI Homepage How-To Guides Announcements Solutions Learn Driving the Agent Quality Flywheel from Your Coding Agent Building AI agents often leaves developers uncertain if prompt tweaks to fix single errors will accidentally cause widespread regressions in production. To bridge this gap, Google has introduced a new developer skill for coding agents that automates a five-stage evaluation flywheel: preparing data, running inference, grading with adaptive AutoRaters, analyzing failure clusters, and executing targeted optimizations. Running continuously against production traffic or on-demand via synthetic scenarios, this tool allows developers to describe testing goals in plain language while an independent evaluation service safely validates and counts actual performance improvements. | https://googledevelopers.blogspot.com/driving-the-agent-quality-flywheel-from-your-coding-agent/ |
| Mobile Web AI AI Homepage Web Homepage Mobile Homepage Announcements Learn Explore Bringing Gemma 4 12B to your Laptop: Unlocking Local, Agentic Workflows with Google AI Edge Google DeepMind’s Gemma 4 12B model brings agentic, multimodal AI capabilities to everyday laptops with 16GB of RAM, enabling local data processing and visual insight generation. Users can leverage this model on macOS through the Google AI Edge Gallery for dynamic Python code execution and visualization, as well as via Google AI Edge Eloquent for completely offline voice dictation and text editing. Additionally, developer workflows are enhanced by the LiteRT-LM CLI's new serve command, which creates an industry-compatible local endpoint to power fully-local AI tools and agents. | https://googledevelopers.blogspot.com/bringing-gemma-4-12b-to-your-laptop-unlocking-local-agentic-workflows-with-google-ai-edge/ |
| AI AI Homepage Announcements Explore Gemma 4 12B: The Developer Guide The newly released Gemma 4 12B is a dense, multimodal model designed for high-performance local AI execution on consumer devices. By introducing a novel, encoder-free architecture, it bypasses traditional visual and audio encoders to feed multimodal data directly into the LLM backbone. | https://googledevelopers.blogspot.com/gemma-4-12b-the-developer-guide/ |
| Cloud Web AI Cloud Cloud Homepage AI Homepage Web Homepage Events All the news from the Google I/O 2026 Developer keynote Google announced the transition from assistive AI to independent agents, highlighting the launch of the Gemini 3.5 series and major updates to its Antigravity agent-first development platform. For mobile developers, the post introduces new Android CLI tools, the Android Bench evaluation leaderboard, and an automated Migration agent designed to rapidly convert various frameworks into native Kotlin code. Web development is also being transformed through Chrome DevTools for agents, the HTML-in-Canvas API, and the proposal of WebMCP, an open web standard that enables browser-based AI agents to execute complex tasks. | https://googledevelopers.blogspot.com/all-the-news-from-the-google-io-2026-developer-keynote/ |
| Driving the Agent Quality Flywheel from Your Coding Agent Building AI agents often leaves developers uncertain if prompt tweaks to fix single errors will accidentally cause widespread regressions in production. To bridge this gap, Google has introduced a new developer skill for coding agents that automates a five-stage evaluation flywheel: preparing data, running inference, grading with adaptive AutoRaters, analyzing failure clusters, and executing targeted optimizations. Running continuously against production traffic or on-demand via synthetic scenarios, this tool allows developers to describe testing goals in plain language while an independent evaluation service safely validates and counts actual performance improvements. | https://googledevelopers.blogspot.com/driving-the-agent-quality-flywheel-from-your-coding-agent/ |
| Build reliable multi-agent applications with ADK Go 2.0. Discover our new graph-based workflow engine, built-in human-in-the-loop, and dynamic orchestration The Agent Development Kit (ADK) for Go 2.0 has been released, introducing a first-class, graph-based workflow engine to help developers compose complex, multi-agent applications. This update adds built-in primitives for human-in-the-loop (HITL) orchestration, dynamic execution using plain Go code, and automated resilience features like exponential backoff retries. By unifying the execution model, both single-agent applications and intricate graphs now run on the same runtime, simplifying telemetry and state persistence. | https://googledevelopers.blogspot.com/announcing-adk-go-20/ |
| Build Cross-Language Multi-Agent Team with Google’s Agent Development Kit and A2A How a Python agent and a Go agent collaborate on contract compliance using the Agent2Agent protocolY... | https://googledevelopers.blogspot.com/build-cross-language-multi-agent-team-with-google-agent-development-kit-and-a2a/ |
| See posts | https://googledevelopers.blogspot.com/search/?technology_categories=AI |
| Build reliable multi-agent applications with ADK Go 2.0. Discover our new graph-bas… | https://googledevelopers.blogspot.com/announcing-adk-go-20/ |
| Driving the Agent Quality Flywheel from Your Coding Agent | https://googledevelopers.blogspot.com/driving-the-agent-quality-flywheel-from-your-coding-agent/ |
| Build Cross-Language Multi-Agent Team with Google’s Agent Development Kit and A2A | https://googledevelopers.blogspot.com/build-cross-language-multi-agent-team-with-google-agent-development-kit-and-a2a/ |
| Measuring What Matters with Jules | https://googledevelopers.blogspot.com/measuring-what-matters-with-jules/ |
| How A2A is Building a World of Collaborative Agents | https://googledevelopers.blogspot.com/how-a2a-is-building-a-world-of-collaborative-agents/ |
| A2UI + MCP Apps: Combining the best of declarative and custom agentic UIs | https://googledevelopers.blogspot.com/a2ui-and-mcp-apps/ |
| Announcing the Agentic Resource Discovery specification | https://googledevelopers.blogspot.com/announcing-the-agentic-resource-discovery-specification/ |
| Unlocking the Power of the TPU Stack: Introducing our new Developer Hub | https://googledevelopers.blogspot.com/unlocking-the-power-of-the-tpu-stack-introducing-our-new-developer-hub/ |
| DiffusionGemma: The Developer Guide | https://googledevelopers.blogspot.com/diffusiongemma-the-developer-guide/ |
| See posts | https://googledevelopers.blogspot.com/search/?technology_categories=AI |
| See posts | https://googledevelopers.blogspot.com/search/?technology_categories=Mobile |
| Enhance Security and Trust: New Session Metadata in Sign in with Google | https://googledevelopers.blogspot.com/enhance-security-and-trust-new-session-metadata-in-sign-in-with-google/ |
| Bringing Gemma 4 12B to your Laptop: Unlocking Local, Agentic Workflows with Google… | https://googledevelopers.blogspot.com/bringing-gemma-4-12b-to-your-laptop-unlocking-local-agentic-workflows-with-google-ai-edge/ |
| Supercharge your integration workflow with the Google Pay & Wallet Developer MCP se… | https://googledevelopers.blogspot.com/supercharge-your-integration-workflow-with-the-google-pay-wallet-developer-mcp-server/ |
| The latest updates to Google Pay | https://googledevelopers.blogspot.com/the-latest-updates-to-google-pay/ |
| Enhancing Android Checkout with Dynamic Callbacks in Google Pay | https://googledevelopers.blogspot.com/enhancing-android-checkout-with-dynamic-callbacks-in-google-pay/ |
| Announcing ADK for Kotlin and ADK for Android 0.1.0: Building AI Agents on Android … | https://googledevelopers.blogspot.com/adk-kotlin-android-building-ai-agents/ |
| A Smarter Google AI Edge Gallery: MCP integration, notifications, and session conti… | https://googledevelopers.blogspot.com/a-smarter-google-ai-edge-gallery-mcp-integration-notifications-and-session-continuity/ |
| Blazing fast on-device GenAI with LiteRT-LM | https://googledevelopers.blogspot.com/blazing-fast-on-device-genai-with-litert-lm/ |
| Google Tensor SDK Beta with LiteRT | https://googledevelopers.blogspot.com/google-tensor-sdk-beta-with-litert/ |
| See posts | https://googledevelopers.blogspot.com/search/?technology_categories=Mobile |
| See posts | https://googledevelopers.blogspot.com/search/?technology_categories=Web |
| Measuring What Matters with Jules | https://googledevelopers.blogspot.com/measuring-what-matters-with-jules/ |
| A2UI + MCP Apps: Combining the best of declarative and custom agentic UIs | https://googledevelopers.blogspot.com/a2ui-and-mcp-apps/ |
| Enhance Security and Trust: New Session Metadata in Sign in with Google | https://googledevelopers.blogspot.com/enhance-security-and-trust-new-session-metadata-in-sign-in-with-google/ |
| Bringing Gemma 4 12B to your Laptop: Unlocking Local, Agentic Workflows with Google… | https://googledevelopers.blogspot.com/bringing-gemma-4-12b-to-your-laptop-unlocking-local-agentic-workflows-with-google-ai-edge/ |
| Supercharge your integration workflow with the Google Pay & Wallet Developer MCP se… | https://googledevelopers.blogspot.com/supercharge-your-integration-workflow-with-the-google-pay-wallet-developer-mcp-server/ |
| The latest updates to Google Pay | https://googledevelopers.blogspot.com/the-latest-updates-to-google-pay/ |
| All the news from the Google I/O 2026 Developer keynote | https://googledevelopers.blogspot.com/all-the-news-from-the-google-io-2026-developer-keynote/ |
| A Smarter Google AI Edge Gallery: MCP integration, notifications, and session conti… | https://googledevelopers.blogspot.com/a-smarter-google-ai-edge-gallery-mcp-integration-notifications-and-session-continuity/ |
| Blazing fast on-device GenAI with LiteRT-LM | https://googledevelopers.blogspot.com/blazing-fast-on-device-genai-with-litert-lm/ |
| See posts | https://googledevelopers.blogspot.com/search/?technology_categories=Web |
| See posts | https://googledevelopers.blogspot.com/search/?technology_categories=Cloud |
| Build reliable multi-agent applications with ADK Go 2.0. Discover our new graph-bas… | https://googledevelopers.blogspot.com/announcing-adk-go-20/ |
| Driving the Agent Quality Flywheel from Your Coding Agent | https://googledevelopers.blogspot.com/driving-the-agent-quality-flywheel-from-your-coding-agent/ |
| Build Cross-Language Multi-Agent Team with Google’s Agent Development Kit and A2A | https://googledevelopers.blogspot.com/build-cross-language-multi-agent-team-with-google-agent-development-kit-and-a2a/ |
| How A2A is Building a World of Collaborative Agents | https://googledevelopers.blogspot.com/how-a2a-is-building-a-world-of-collaborative-agents/ |
| Unlocking the Power of the TPU Stack: Introducing our new Developer Hub | https://googledevelopers.blogspot.com/unlocking-the-power-of-the-tpu-stack-introducing-our-new-developer-hub/ |
| Introducing the Google Colab CLI | https://googledevelopers.blogspot.com/introducing-the-google-colab-cli/ |
| Announcing ADK for Kotlin and ADK for Android 0.1.0: Building AI Agents on Android … | https://googledevelopers.blogspot.com/adk-kotlin-android-building-ai-agents/ |
| All the news from the Google I/O 2026 Developer keynote | https://googledevelopers.blogspot.com/all-the-news-from-the-google-io-2026-developer-keynote/ |
| One Year of Innovation: Celebrating 100k Members in the Google Cloud x NVIDIA Devel… | https://googledevelopers.blogspot.com/one-year-of-innovation-celebrating-100k-members-in-the-google-cloud-x-nvidia-developer-community/ |
| See posts | https://googledevelopers.blogspot.com/search/?technology_categories=Cloud |
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