Articles from Source: Google-Developers-Blog

Build a smart financial assistant with LlamaParse and Gemini 3.1

2026-03-23 00:00
Unlock the potential of your financial data! 💰 A recent article details how to build a smart financial assistant using LlamaParse and Gemini 3.1. This workflow helps developers extract high-quality data from complex documents like brokerage statements. By combining LlamaParse and Gemini 3.1 Pro, you can convert messy financial tables into clear, structured insights. The process improves document understanding, enhancing the accuracy of data extraction. Explore the tutorial to create your own...
Source: Google Developers Blog

Developer’s Guide to AI Agent Protocols

2026-03-18 00:00
Explore the latest in AI agent development with a focus on six key protocols, including MCP and A2A. These protocols aim to standardize data access and communication, reducing the need for custom integration code. 🛠️ Using a "kitchen manager" agent example, the article illustrates how these tools streamline tasks like inventory checks and secure transactions. 📊 Developers can also leverage the Agent Development Kit (ADK) for interactive dashboards. #AIAgents #TechInnovation #DeveloperTools...
Source: Google Developers Blog

Announcing the Colab MCP Server: Connect Any AI Agent to Google Colab

2026-03-17 00:00
🚀 Exciting news for AI developers! The new Colab MCP Server allows seamless integration of AI agents like Gemini CLI and Claude Code with Google Colab. This enhances local prototyping by leveraging Colab's powerful cloud resources. Now, agents can automate the notebook lifecycle, from creating data analyses to managing dependencies. This transforms Colab into a high-velocity prototyping environment. To get started, check the prerequisites and configure your agent today! #AI #GoogleColab #MCP...
Source: Google Developers Blog

Plan mode is now available in Gemini CLI

2026-03-11 00:00
🚀 Gemini CLI introduces Plan Mode! This new feature allows developers to analyze complex codebases in a read-only environment. In Plan Mode, the AI can map out architectural changes and understand dependencies without making any accidental modifications. It also uses the ask_user tool for better collaboration, allowing users to refine strategies before implementation. Explore safely with tools like read_file and grep_search, and customize your experience with personal policies. #GeminiCLI...
Source: Google Developers Blog

Introducing Finish Changes and Outlines, now available in Gemini Code Assist extensions on IntelliJ and VS Code

2026-03-10 00:00
🚀 Google has launched two new features for Gemini Code Assist in IntelliJ and VS Code: **Finish Changes** and **Outlines**. 🔍 **Finish Changes** acts as an AI pair programmer, completing code based on your edits without needing long prompts. It understands your intent from partial code, pseudocode, and comments. 📄 **Outlines** generates interactive summaries within your code, enhancing comprehension and navigation of complex files. Check out these tools to streamline your development process!...
Source: Google Developers Blog

Unleash Your Development Superpowers: Refining the Core Coding Experience

2026-03-10 00:00
🚀 Exciting updates from the Gemini Code Assist team! They’ve rolled out new features aimed at enhancing the coding experience. The Agent Mode with Auto Approve streamlines large changes by simplifying multi-file updates, allowing developers to focus on complex tasks. Additionally, Inline Diff Views improve the code review process, enabling direct edits and clear visual context for changes. These tools are designed to make coding more fluid and productive. #CodeAssist #DeveloperTools...
Source: Google Developers Blog

Introducing Wednesday Build Hour

2026-03-09 00:00
🚀 Introducing Wednesday Build Hour! This weekly interactive session by Google Cloud experts helps developers and architects enhance their cloud skills through hands-on building. Each hour-long session covers advanced topics like AI agents and developer productivity tools. Join a community of builders every Wednesday for practical insights you can apply immediately! #GoogleCloud #CloudSkills #WednesdayBuildHour #DeveloperCommunity #AI
Source: Google Developers Blog

What's new in TensorFlow 2.21

2026-03-06 00:00
🚀 Google has launched TensorFlow 2.21, introducing LiteRT as the successor to TFLite! LiteRT offers faster GPU and NPU acceleration, with a 1.4x performance boost. It simplifies workflows for edge platforms and supports PyTorch and JAX. The update also enhances efficiency with lower-precision data types. For more details, visit the full release notes. #TensorFlow #LiteRT #AI #MachineLearning #TechNews
Source: Google Developers Blog

You can't stream the energy: A developer's guide to Google Cloud Next '26 in Vegas

2026-03-05 00:00
🚀 Google Cloud Next '26 is coming to Las Vegas from April 22-24! This event is all about hands-on problem-solving and networking with fellow developers. Key highlights include specialized tracks on agentic AI, Gemini breakthroughs, and zero-trust security. In-person meetups and collaborative sessions will drive meaningful connections and ideas. Don’t miss the chance to deepen your skills and explore the future of software architecture! 💻✨ #GoogleCloudNext #DeveloperCommunity #AI...
Source: Google Developers Blog

How we built the Google I/O 2026 Save the Date experience

2026-03-03 00:00
🚀 Exciting news for developers! Google I/O 2026 is set for May 19-20 at Shoreline Amphitheatre, CA. This year's "Save the Date" puzzle showcases how AI enhances developer workflows through engaging games. 🧩 The experience includes five games, with a sixth unlockable one. The team used Gemini models for level creation and game features, enhancing creativity and gameplay. Get ready to experience AI in action! #GoogleIO #AI #GameDevelopment #TechInnovation #SaveTheDate
Source: Google Developers Blog

Supercharge your AI agents: The New ADK Integrations Ecosystem

2026-02-27 00:00
🚀 Exciting news for developers! The Agent Development Kit (ADK) now features a new ecosystem of third-party tools. With integrations to platforms like GitHub, Notion, and Hugging Face, you can enhance your AI agents' capabilities. This allows seamless interaction with code repositories and workflow automation. Discover how these tools can transform agent workflows today! #AI #Development #TechIntegration #AgentDevelopment #Innovation
Source: Google Developers Blog

On-Device Function Calling in Google AI Edge Gallery

2026-02-26 00:00
🚀 Google has launched FunctionGemma, a 270M parameter model designed for efficient AI experiences on mobile devices. This model enables complex tasks like managing calendars and controlling hardware entirely offline, ensuring speed and low latency. Available for testing in the Google AI Edge Gallery app on Android and iOS, it allows developers to create responsive applications that work seamlessly with the physical and digital world. #GoogleAI #FunctionGemma #EdgeAI #MobileTech #Innovation
Source: Google Developers Blog

Turn creative prompts into interactive XR experiences with Gemini

2026-02-19 00:00
🚀 Exciting news from the Android XR team! With the new Canvas feature in Gemini, creating immersive XR experiences is now easier for developers. This tool enables rapid prototyping of interactive 3D environments on Samsung Galaxy XR headsets using simple prompts. 🧬 Their recent project, an immersive biology simulation, showcases Gemini’s ability to visualize complex interactions, making learning more engaging. Ready to build your own? All you need is a Samsung Galaxy XR headset and access to...
Source: Google Developers Blog

Get ready for Google I/O 2026

2026-02-17 00:00
🚀 Google I/O is set for May 19-20, 2026! Join the livestream for insights on Android, AI, Chrome, and Cloud. Keynote addresses and product demos will highlight the latest developments, including updates on the Gemini model and agentic coding. 🎟️ Registration is open now on the Google I/O website. #GoogleIO #TechUpdates #AI #Android #CloudComputing
Source: Google Developers Blog

Conductor Update: Introducing Automated Reviews

2026-02-12 00:00
🚀 Conductor for the Gemini CLI has launched an Automated Review feature aimed at enhancing AI-generated code quality. This new tool verifies implementations against original plans, checks for adherence to style guides, and identifies security risks. It generates detailed post-implementation reports, helping developers ensure their code is safe and reliable. Key features include code review, plan compliance checks, guideline enforcement, and integrated test-suite validation. #CodeQuality...
Source: Google Developers Blog

Making Gemini CLI extensions easier to use

2026-02-10 00:00
🚀 The Gemini CLI has made it easier for users with new structured extension settings. These updates eliminate manual environment variable configurations and ensure required details are prompted during installation. Sensitive info like API keys is securely stored in the system keychain. Users can manage configurations with the new `gemini extensions config` command for both global and project-specific settings. #GeminiCLI #TechUpdates #DeveloperTools #SoftwareEngineering
Source: Google Developers Blog

Access public data insights faster: Data Commons MCP is now hosted on Google Cloud

2026-02-09 00:00
🚀 Data Commons has launched a free Model Context Protocol (MCP) service on Google Cloud Platform! This new hosted service simplifies access to data, removing the need for complex local installations. Users can now connect AI agents and the Gemini CLI with ease, while Google manages security and updates. Analysts can ask high-level questions in natural language, gaining insights from trusted sources. Developers can create customized AI agents quickly. If you're using the Gemini CLI extension,...
Source: Google Developers Blog

Introducing the Developer Knowledge API and MCP Server

2026-02-04 00:00
🚀 Google has announced the public preview of the Developer Knowledge API and MCP Server. This new toolset allows AI assistants to access accurate, up-to-date documentation from Firebase, Google Cloud, Android, and more. Key features include comprehensive documentation coverage, quick search and retrieval, and timely updates within 24 hours. The MCP server enhances AI capabilities by connecting directly to Google’s documentation, improving implementation guidance and troubleshooting....
Source: Google Developers Blog

Beyond the Chatbot: A Blueprint for Trustable AI

2026-01-29 00:00
At Thunderhill Raceway Park, a team of Google Developer Experts tested a new "Trustable AI Framework" during high-speed racing. 🏎️💨 They aimed to provide real-time guidance to drivers, minimizing the risk of AI errors. Using the Antigravity framework, they reduced a three-month development cycle to just two weeks. 🛠️ The project also highlighted a "Split-Brain" architecture to effectively manage reflexes and strategy. #AI #Racing #Innovation #TrustableAI #GoogleDevelopers
Source: Google Developers Blog

LiteRT: The Universal Framework for On-Device AI

2026-01-28 00:00
🚀 LiteRT has officially launched as the universal framework for on-device AI, evolving from TFLite. It offers 1.4x faster GPU performance and new NPU support, enabling seamless deployment of advanced AI models like Gemma. LiteRT simplifies workflows across various platforms, ensuring flexibility and reliability for developers. This significant upgrade aims to empower the next generation of on-device AI. #LiteRT #OnDeviceAI #MachineLearning #AIFramework #TechInnovation
Source: Google Developers Blog

Tailor Gemini CLI to your workflow with hooks

2026-01-27 00:00
🚀 Tailor your workflow with new Gemini CLI hooks (v0.26.0+)! These hooks allow you to customize the agentic loop without modifying source code. You can add context, enforce security policies, and block unauthorized actions using custom scripts at key points in your workflow. 💡 Improve efficiency by optimizing tool usage and receiving timely notifications. #GeminiCLI #TechUpdate #SoftwareDevelopment #Hooks #Customization
Source: Google Developers Blog

A Guide to Fine-Tuning FunctionGemma

2026-01-16 00:00
🔍 FunctionGemma is an AI model designed for function calling, recently fine-tuned to enhance tool selection and enterprise compliance. This post highlights the importance of fine-tuning to resolve ambiguities in tool choice and achieve ultra-specialization. ✨ The "FunctionGemma Tuning Lab" offers a no-code demo for developers, simplifying the fine-tuning process. Explore how this can streamline your AI applications! #FunctionGemma #AITechnology #FineTuning #Developers #EnterpriseAI
Source: Google Developers Blog

Under the Hood: Universal Commerce Protocol (UCP)

2026-01-11 00:00
🚀 Introducing the Universal Commerce Protocol (UCP), a new open-source standard for agentic commerce co-developed by Google and industry leaders. UCP connects consumer surfaces like Gemini and AI Mode in Search with business backends, streamlining the shopping experience from product discovery to purchase. This protocol supports various payment providers and offers flexible integration options for businesses through APIs and other methods. With endorsements from over 20 global partners, UCP...
Source: Google Developers Blog

A Developer's Guide to Debugging JAX on Cloud TPUs: Essential Tools and Techniques

2026-01-05 00:00
🔍 A new guide for debugging JAX on Cloud TPUs is here! This article discusses essential tools and techniques for effective debugging in distributed cloud environments. Key components include libtpu, JAX, and jaxlib, which help in accessing logs and hardware metrics. Highlighted tools include Verbose Logging, TPU Monitoring Library, tpu-info for utilization metrics, XLA HLO Dumps for compiler debugging, and the XProf suite for performance analysis. Explore how these tools can enhance your...
Source: Google Developers Blog

Real-World Agent Examples with Gemini 3

2025-12-19 00:00
🚀 Gemini 3 is revolutionizing AI agents with advanced capabilities for real-world tasks. This article highlights six open-source frameworks, such as ADK and Agno, showcasing practical workflows for browser automation, deep search, and more. Developers can clone these examples to build their own agentic systems. Explore how Gemini 3 enhances reliability and state management in complex AI applications. #AIAgents #Gemini3 #OpenSource #Automation #TechInnovation
Source: Google Developers Blog

Conductor: Introducing context-driven development for Gemini CLI

2025-12-17 00:00
🚀 Introducing Conductor, the new Gemini CLI extension for context-driven development! This tool shifts project context from chat logs to persistent Markdown files, allowing teams to create formal specs and plans. Conductor ensures AI agents align with project goals and style while maintaining developer control. It’s ideal for both new and existing projects! #GeminiCLI #ContextDrivenDevelopment #AI #SoftwareDevelopment #TechTools
Source: Google Developers Blog

Gemini 3 Flash is now available in Gemini CLI

2025-12-17 00:00
🚀 Gemini 3 Flash is now live in Gemini CLI! This new addition offers pro-grade coding performance with a SWE-bench Verified score of 78%. It excels in auto-routing and agentic coding, making it ideal for high-frequency development tasks. Access is available for most paid tier customers, with gradual rollout for free tier users. Upgrade your Gemini CLI to version 0.21.1 to get started! #Gemini3Flash #Coding #AI #GeminiCLI #TechUpdates
Source: Google Developers Blog

Introducing Agent Development Kit for TypeScript: Build AI Agents with the Power of a Code-First Approach

2025-12-17 00:00
🚀 Exciting news for developers! The Agent Development Kit (ADK) for TypeScript is now available. This open-source framework allows for the creation of multi-agent AI systems using a code-first approach. With ADK, developers can apply best practices like version control and testing while building their AI agents. It simplifies the process with modular components, making it easy to define agent logic directly in TypeScript. Get started with ADK and enhance your AI projects! #AI #TypeScript...
Source: Google Developers Blog

Developer’s guide to multi-agent patterns in ADK

2025-12-16 00:00
Unlock the potential of multi-agent systems with the latest guide on using the Agent Development Kit (ADK)! 🚀 This article discusses the importance of decentralization in AI, highlighting how multi-agent design patterns enhance modularity and reliability. It introduces 8 key patterns, including the Sequential Pipeline, which simplifies data processing by assigning specific roles to agents. With practical examples and pseudocode, developers can build efficient agent teams that minimize errors...
Source: Google Developers Blog

Introducing A2UI: An open project for agent-driven interfaces

2025-12-15 00:00
🚀 Introducing A2UI: an open-source project focused on agent-driven interfaces! A2UI allows agents to generate custom UIs for various platforms, enhancing interaction quality. This project aims to solve challenges in cross-platform, generative UI responses, enabling seamless updates and native styling. The initiative invites community collaboration to refine specifications and expand integrations across frameworks like Flutter and Angular. Explore the future of user interfaces! 🌐💡 #A2UI...
Source: Google Developers Blog

MediaTek NPU and LiteRT: Powering the next generation of on-device AI

2025-12-08 00:00
🚀 MediaTek and LiteRT have introduced the LiteRT NeuroPilot Accelerator, designed to enhance on-device AI capabilities. This new solution enables seamless deployment and advanced performance for large language models across various devices, including smartphones and IoT products. The NPU technology drives significant improvements in processing power while minimizing energy consumption, making sophisticated AI models more accessible. #MediaTek #AI #NPU #TechInnovation #LiteRT
Source: Google Developers Blog

Architecting efficient context-aware multi-agent framework for production

2025-12-04 00:00
🔍 The AI landscape is evolving, with organizations deploying multi-agent systems for complex tasks. However, managing context has become a significant challenge. 🔧 ADK introduces **Context Engineering**, a new approach that treats context as a separate system. This architecture focuses on efficient processing, compaction, and caching to enhance AI performance. 💡 By enabling scoped context handoffs, this method aims to improve reliability and cost-effectiveness in production environments. #AI...
Source: Google Developers Blog

Announcing the Data Commons Gemini CLI extension

2025-12-02 00:00
🚀 Exciting news! The new Data Commons extension for Gemini CLI simplifies access to public data. Users can now ask complex questions in natural language, querying a vast repository of datasets from trusted sources like the UN and World Bank. This helps ground LLM responses and minimize AI errors. The extension allows for quick data analysis and easy integration with other tools. Explore the world of public data effortlessly! 📊🔍 #DataCommons #GeminiCLI #PublicData #AI #DataAnalysis
Source: Google Developers Blog

New Gemini API updates for Gemini 3

2025-11-25 00:00
🚀 Exciting updates are here for the Gemini API with the launch of Gemini 3! Developers can now leverage the new `thinking_level` parameter to control the depth of reasoning, enhancing task complexity management. The `media_resolution` setting allows customization of token usage for various media types, balancing quality and efficiency. Additionally, the introduction of `Thought Signatures` improves function calling and image generation. Combined with Google Search/URL Grounding, these updates...
Source: Google Developers Blog

Unlocking Peak Performance on Qualcomm NPU with LiteRT

2025-11-24 00:00
Unlocking on-device GenAI performance is now possible with LiteRT's Qualcomm AI Engine Direct (QNN) Accelerator. 🚀 This innovation allows for up to 100x speedup over CPU, enabling real-time AI experiences on Android devices. FastVLM-0.5B achieves impressive rates of over 11,000 tokens/sec on Snapdragon 8 Elite Gen 5 NPU. The NPU, found in over 80% of recent Qualcomm SoCs, provides dedicated AI compute, enhancing mobile performance while conserving battery life. 🔋 #GenAI #Qualcomm #NPU #AI...
Source: Google Developers Blog

Build with Google Antigravity, our new agentic development platform

2025-11-20 00:00
🚀 Introducing Google Antigravity, a new development platform designed to enhance coding efficiency. This platform combines an AI-powered Editor View with a Manager Surface, allowing agents to autonomously plan, execute, and verify tasks across various environments. Antigravity is now available in public preview, enabling developers to streamline their workflow and delegate complex tasks easily. Learn more about the future of coding! #GoogleAntigravity #Development #AI #Coding #TechInnovation
Source: Google Developers Blog

Building AI Agents with Google Gemini 3 and Open Source Frameworks

2025-11-19 00:00
🚀 Exciting advancements in AI with the introduction of Gemini 3 Pro Preview! This powerful model enhances (semi)-autonomous workflows through new features like `thinking_level` for better reasoning control and Stateful Tool Use via Thought Signatures. It supports major open-source frameworks from Day 0. Key practices include simplifying prompts and maintaining a temperature setting of 1.0 for optimal performance. #AIAgents #Gemini3 #OpenSource #TechInnovation #AI
Source: Google Developers Blog

Building production AI on Google Cloud TPUs with JAX

2025-11-19 00:00
🚀 Discover the JAX AI Stack, a modular platform designed for scalable machine learning on Google Cloud TPUs. Built on the JAX library, it includes essential tools like Flax, Optax, and Orbax, enabling efficient model development and production. Learn more about its architecture and benefits in the detailed technical report. #AI #MachineLearning #GoogleCloud #JAX #TechInnovation
Source: Google Developers Blog

Jules + Gemini 3

2025-11-19 00:00
🚀 Exciting updates for Jules users! Gemini 3 is now part of the software development agent, enhancing clarity and reliability. Key improvements include parallel CLI runs, a stable API, and safer Git handling. Upcoming features will allow directory attachments without GitHub and automatic PR creation, making development smoother. #SoftwareDevelopment #Jules #Gemini3 #TechUpdates #DeveloperTools
Source: Google Developers Blog

5 things to try with Gemini 3 Pro in Gemini CLI

2025-11-18 00:00
🚀 Exciting news for developers! Gemini 3 Pro is now integrated into Gemini CLI. This upgrade enhances terminal performance with smart reasoning and agentic coding, boosting productivity for complex engineering tasks. It's currently available for Google AI Ultra subscribers and those with a paid Gemini API key. Upgrade your CLI to version 0.16.x to start using these new features today! #Gemini3Pro #GeminiCLI #DeveloperTools #AI #Productivity
Source: Google Developers Blog