Live AI signal, learning, and workflow control.

Google agent patterns worth testing for Footprint

A shortlist of Gemini agent and orchestration ideas that map to internal workflows.

Open source

POV: Solving the #GoogleIO puzzle is a full time job

Open source

Current sleep cycle: 10% rest and 90% #GoogleIO planning. 😴

Open source

Does this TypeScript compile under strict mode?

Open source

Why age assurance laws matter for developers

Youth safety requirements are moving down the tech stack to operating systems and app stores—raising new questions for open source developers. The post Why age assurance laws matter for developers appeared first on The GitHub Blog . ]]>

Open source

Inside YC x Google DeepMind Startups Day

Open source

See what happens when creative legends use AI to make ads for small businesses.

<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Group_Icons_1x1.max-600x600.format-webp.webp">Today we're launching The Small Brief, an initiative bringing together three ad industry icons to champion a local businesses they love. Their mission is to build breakt…

Open source

How researchers are using GitHub Innovation Graph data to reveal the “digital complexity” of nations

Researchers share in an interview how they used GitHub data to predict GDP, inequality, and emissions in ways that traditional economic data misses, along with our Q4 2025 data release. The post How researchers are using GitHub Innovation Graph data to reveal the “digital complexity” of nations appeared first on The GitHub Blog . ]]>

Open source

Improving token efficiency in GitHub Agentic Workflows

Agentic workflows that run on every pull request can quietly accumulate large API bills. Here's how we instrumented our own production workflows, found the inefficiencies, and built agents to fix them. The post Improving token efficiency in GitHub Agentic Workflows appeared first on The GitHub Blog . ]]>

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Agent pull requests are everywhere. Here&#8217;s how to review them.

A practical guide to reviewing agent-generated pull requests: what to look for, where issues hide, and how to catch technical debt before it ships. The post Agent pull requests are everywhere. Here&#8217;s how to review them. appeared first on The GitHub Blog . ]]>

Open source

Why is there a Matryoshka in my code? 🪆

Open source

Validating agentic behavior when “correct” isn’t deterministic

How to build the “Trust Layer” for Github Copilot Coding Agents without brittle scripts or black-box judgements by using dominatory analysis. The post Validating agentic behavior when “correct” isn’t deterministic appeared first on The GitHub Blog . ]]>

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