- Google Developers Blog

2025년 11월 13일 / AI

Google Colab is Coming to VS Code

Google Colab has launched an official VS Code extension, bridging the gap between the popular code editor and the AI/ML platform. The extension combines VS Code's powerful development environment with Colab's seamless access to high-powered runtimes (GPUs/TPUs), allowing users to connect local notebooks to Colab. This aims to meet developers where they are and brings the best of both worlds.

2025년 11월 13일 / AI

Making the terminal beautiful one pixel at a time

Google has launched the redesigned **Android AI Sample Catalog**, a dedicated, open-source application to inspire and educate Android developers on building AI-powered apps. It showcases examples using both on-device (Gemini Nano via ML Kit GenAI API) and Cloud models (via Firebase AI Logic SDK), including image generation with Imagen, on-device summarization, and a "Chat with Nano Banana" chatbot. The code is easy to copy and paste to help developers quickly start their own projects.

Gemini CLI - UI Improvements (hero image)

2025년 11월 13일 / AI

Introducing Metrax: performant, efficient, and robust model evaluation metrics in JAX

Metrax is a high-performance JAX-based metrics library developed by Google. It standardizes model evaluation by offering robust, efficient metrics for classification, NLP, and vision, eliminating manual re-implementation after migrating from TensorFlow. Key strengths include parallel computation of "at K" metrics (e.g., PrecisionAtK) for multiple K values and strong integration with the JAX AI Stack, leveraging JAX's performance features. It is open-source on GitHub.

2025년 11월 13일 / AI

Introducing Code Wiki: Accelerating your code understanding

Code Wiki is a new platform that tackles the bottleneck of reading existing code by providing an automated, continuously updated, structured wiki for code repositories. It features hyper-linked documentation, a Gemini-powered chat agent that understands your repo, and automated diagrams. A public preview is available for open-source projects, and a Gemini CLI extension is coming soon for secure use on private repos.

2025년 11월 4일 / AI

Agent Garden - Samples for learning, discovering and building

Agent Garden is now available to all users to simplify AI agent creation and deployment using the Agent Development Kit (ADK). It provides curated agent samples, one-click deployment via Agent Starter Pack, and customization through Firebase Studio. It helps developers with complex business challenges and multi-agent workflows, with Renault Group cited as an early success story.

Train a GPT2 model with JAX on TPU for free

2025년 10월 30일 / AI

Beyond Request-Response: Architecting Real-time Bidirectional Streaming Multi-agent System

The blog post argues the request-response model fails for advanced multi-agent AI. It advocates for a real-time bidirectional streaming architecture, implemented by the Agent Development Kit (ADK). This streaming model enables true concurrency, natural interruptibility, and unified multimodal processing. ADK's core features are real-time I/O management, stateful sessions for agent handoffs, and streaming-native tools.

ADK + Gemini CLI: Supercharge Your Agent Building Vibe

2025년 10월 15일 / AI

Coral NPU 소개: Edge AI를 위한 풀 스택 플랫폼

Coral NPU는 성능, 단편화 및 사용자 신뢰 부족 문제를 해결하는 Edge AI용 풀 스택 플랫폼입니다. 이 플랫폼은 ML 행렬 엔진을 우선하는 AI 우선 아키텍처이며 통합된 개발자 경험을 제공합니다. 초저전력 상시 가동 AI를 위한 웨어러블 기기 및 IoT를 위해 설계된 Coral NPU는 하드웨어 기반의 프라이버시 보호를 통해 상황 인식, 오디오/이미지 처리, 사용자 상호작용을 지원합니다. Synaptics는 Coral NPU를 최초로 구현한 파트너사입니다.