Evolving Spec-Driven Development: Conductor Now Supports Antigravity

Conductor has evolved from a Gemini CLI extension into a portable plugin, bringing conversational Spec-Driven Development (SDD) to ecosystems like Antigravity CLI and Claude. Rather than relying on strict command sequences, developers can n

Expanding Choice in Gemini Enterprise Agent Platform: Introducing Grounding with Parallel Web Search

Google Cloud has partnered with Parallel Web Systems to natively integrate Parallel's search infrastructure as a web grounding provider on the Gemini Enterprise Agent Platform. This integration enables developers to anchor their AI agents i

Building scalable AI agents with modular prompt transpilation

To resolve the scaling bottlenecks and runtime errors caused by monolithic system prompts, engineering teams should treat prompts as build artifacts by modularizing instructions into reusable templates. By running these modular "skill files

Systems Engineering Playbook: Optimizing Qwen 3.5-397B MoE on Ironwood (TPU7x)

To serve the 397B-parameter Qwen 3.5 Mixture-of-Experts (MoE) model on Ironwood TPUs, engineers developed a modular JAX/Pallas optimization stack that achieved up to a 4.7x inference speedup for prefill-heavy workloads. The team bypassed se

LiteRT.js, Google's high performance Web AI Inference

We're excited to introduce LiteRT.js, the newest member of the LiteRT family! LiteRT.js is our powerful solution for running machine learning models directly in the browser, extending Google's cross-platform edge AI runtime to the web. Buil

Bridging the Domain Gap: AI Race Coach built with Antigravity and Gemini

On May 23, 2026, fresh off the stage at Google I/O, our Google Developer Experts (GDEs) converged on...

We terminated a TPU mid-training and it recovered in seconds: Introduction to elastic training with MaxText

Distributed AI training is notoriously fragile because losing a single machine typically crashes the entire multi-node job, forcing a time-consuming, full-workload infrastructure restart. To address this, Google’s JAX ecosystem utilizes ela

Build agentic full-stack apps with Genkit

The open-source Genkit framework has introduced the Agents API, a full-stack tool designed to simplify the complex plumbing of conversational AI by packaging message history, tool loops, and streaming into a single interface. The API suppor

Why we built ADK 2.0

Answering the questions of "why we built ADK 2.0". This explains the rationale, some of the features, and why a developer should consider upgrading. This will be published the day after ADK go 2.0 launches.

ML Development in VS Code with Google Cloud Power: Workbench Extension Now Available

The Google Cloud Workbench Notebooks extension for VS Code has officially launched, allowing developers to connect their local IDE to scalable, cloud-based Jupyter environments. This integration streamlines the machine learning lifecycle by

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

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 (H

Measuring What Matters with Jules

AI coding agents are rapidly shifting from reactive assistants that complete tasks when prompted to ...

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...

How A2A is Building a World of Collaborative Agents

Celebrating the first anniversary of the Agent-to-Agent (A2A) protocol, this blog post highlights how the framework enables autonomous AI agents to securely collaborate and hand off tasks without the rigidity of traditional APIs. By delegat

A2UI + MCP Apps: Combining the best of declarative and custom agentic UIs

This post introduces three architectural patterns designed to integrate Model Context Protocol (MCP) Apps and Agent-to-User Interface (A2UI) to solve the tradeoff between highly custom iframe environments and native, declarative rendering.

Announcing the Agentic Resource Discovery specification

An open specification for finding and verifying tools, skills, and agents across the web.Agents are ...

Unlocking the Power of the TPU Stack: Introducing our new Developer Hub

Google has officially launched the TPU Developer Hub, a centralized educational resource designed to help model builders and developers maximize the performance of Google Cloud TPUs. The hub offers code-first resources, open-source recipes,

Enhance Security and Trust: New Session Metadata in Sign in with Google

Google is enhancing Sign in with Google by introducing new OIDC standard claims—specifically auth_time and amr (Authentication Methods Reference) to provide developers with deeper session metadata. These updates allow verified apps to verif

DiffusionGemma: The Developer Guide

DiffusionGemma is an experimental text-generation model built on the Gemma 4 architecture that uses diffusion-based parallel generation instead of token-by-token autoregression, enabling much faster inference, bidirectional context awarenes

Repository-level GitHub Copilot usage metrics generally available

The Copilot usage metrics REST API now reports repository-level activity. Two new endpoints return a daily, per-repository breakdown of pull request activity for Copilot coding agent and Copilot code review.… The post Repository-level GitHu

GitHub Copilot app now available in the usage metrics API

The Copilot usage metrics API now reports the GitHub Copilot app usage in the enterprise and organization 1-day and 28-day reports. This gives enterprise and organization admins visibility into the… The post GitHub Copilot app now available

In-House LLM Serving at Netflix

Cloudflare WAF protects WordPress applications from two high-severity vulnerabilities

Cloudflare has deployed two WAF rules in response to high-severity vulnerabilities disclosed to us by the WordPress security team. The new rules protect all Cloudflare customers using affected WordPress versions, but customers should still

Copilot code review: Customization and configurability improvements

Copilot code review now utilizes a firewall, custom setup steps, and independent runner configurations. It now reads custom instructions from the head branch to allow for easy testing and validation… The post Copilot code review: Customizat

GitHub Mobile: Fix pull request comments with Copilot cloud agent

You can now select Fix with Copilot directly from Copilot code review pull request comments in GitHub Mobile. The button is available both on the pull request’s main view and… The post GitHub Mobile: Fix pull request comments with Copilot c

The cost of saying yes has changed

The cost of writing code dropped; the cost of owning it didn't. A framework for deciding which changes are actually cheap in the AI era. The post The cost of saying yes has changed appeared first on The GitHub Blog.

Fine-tune video and image models at scale with NVIDIA NeMo Automodel and 🤗 Diffusers

NVIDIA Vera Rubin Maximizes Intelligence per Dollar for Post-Training Workloads — a Key Metric for Agentic AI

Lowest cost per token from extreme codesign maximizes intelligence per dollar for post-training in the agentic era.

Kotlin Turns 15: Celebrate the Kotlin Effect

🎉 Kotlin turns 15! 🎉 For 15 years, you’ve helped shape Kotlin into the language it is today. Whether you’ve built apps, contributed to the ecosystem, taught others, or simply chosen Kotlin for your next project – thank you for being part

A scorecard for the AI age

Sarah Friar, CFO of OpenAI, introduces a practical AI scorecard to measure ROI through useful work, cost per successful task, dependability, and return on compute.

The risk of weather data sabotage is rising

Every morning, airline dispatchers, grid operators, and farmers around the world make decisions based on the same thing: a weather forecast. While these forecasts are something that most people glance at for two seconds, weather predictions

Data downloaded by Vercel Sandbox is now free

no longer bills for data it downloads from the internet. Installing packages, cloning a Git repository, or pulling artifacts and datasets from an external source does not count toward Sandbox Data Transfer usage.Vercel Sandbox Traffic recei

Runtime logs now show cache reasons

Runtime logs now show a Cache Reason explaining why a request wasn't a fresh cache hit, for example a time-based or tag-based revalidation. Use cache reasons to debug misses and improve your hit rate. Cache reasons appear for any response t

GLM 5.2 is 35% off via Novita on AI Gateway

is 35% off on AI Gateway through July 24 when routed through Novita.GLM 5.2 To get the discounted rate, set the model to in the and route requests through Novita:zai/glm-5.2AI SDK After July 24, the model stays available at standard provide

Optimized CDN caching and deploying of immutable static assets

Vercel now reuses static files across deployments for frameworks that output content-addressed assets. It's zero-config: Vercel uses to manage these immutable files alongside your code changes, handling the hard parts like hash collisions,

Vercel Plugin now available in Kimi Code CLI

The is now available in the .Vercel PluginKimi Code CLI Kimi Code can now draw on Vercel platform knowledge on demand, with skills for Next.js, AI SDK, Vercel Functions, and more. The Vercel Plugin also helps Kimi Code stay up to date with

Chat SDK adds native Slack agent support

Chat SDK's now supports the agent messaging experience . Agents built with Chat SDK could already talk in channels and DMs and stream replies token-by-token. This update adds the Agent badge, agent conversations in the Messages tab, suggest

Advanced search for Projects is generally available

The filter bar in GitHub Projects views now supports advanced search, so you can build the exact view you need with logical AND and OR instead of maintaining a separate… The post Advanced search for Projects is generally available appeared

Repository admins can archive pull requests

Repository admins can now archive pull requests to remove them from public view without permanently deleting them. When a pull request is archived, it is closed and locked. Pull requests… The post Repository admins can archive pull requests

REST API endpoints for Visual Studio Subscription management

GitHub Enterprise Cloud admins can now use the following REST API endpoints to programmatically manage Visual Studio Subscription (VSS) assignments: GET /enterprises/{enterprise}/visual-studio-subscriptions: Returns all VSS assignments for

Xcode 27 runner image now in public preview

You can now build and test your Apple applications against Xcode 27 on GitHub-hosted macOS runners. This is now available in public preview. With early access to the latest Xcode… The post Xcode 27 runner image now in public preview appeare

Why teens deserve access to safe AI

Learn how OpenAI is making ChatGPT safer for teens with age-appropriate protections, learning tools, parental controls, and expert partnerships.

Connect more of your apps to Search

You’ll be able to securely link and interact with your go-to services directly in AI Mode.