An open experiment in detecting automation patterns on GitHub
Git AI - Track AI Code all the way to production
Cross-agent observability from prompt to production. Track AI-generated code from Cursor, Claude Code, GitHub Copilot, Gemini, and more through the entire SDLC.
Agentic autofix for code scanning alerts in public preview - GitHub Changelog
Fix code scanning alerts faster with agentic autofix.
Under the hood: Security architecture of GitHub Agentic Workflows
Learn how our threat model and security architecture help teams run agents safely in GitHub Actions.
Code scanning shows AI security detections on pull requests - GitHub Changelog
GitHub code scanning now surfaces AI-powered security detections directly on pull requests, expanding vulnerability coverage to languages and frameworks not currently supported by CodeQL. These detections help teams identify and…
A GitHub Issue Title Compromised 4,000 Developer Machines
A prompt injection in a GitHub issue triggered a chain reaction that ended with 4,000 developers getting OpenClaw installed without consent. The attack composes well-understood vulnerabilities into something new: one AI tool bootstrapping another.
Managing Changes from Multiple AI Agents
In this video, I walk you through managing changes from multiple AI agents in our to-do app, specifically focusing on the Expert to CSV button. We explore design options using ground agents, where one agent proposes a green design and the other a blue one. After some time, both agents complete their tasks, and their changes are synchronized to GitHub and our local machine. I demonstrate the final designs and decide to ship the green version as the main one. I encourage you to apply this approach in your own projects and consider using rebase in GitHub for similar tasks.
Agent CI — Run GitHub Actions Locally
Caching in ~0 ms. Pause on failure. Let your AI agent fix it and retry — without pushing.
Living With Our Machine Sidekicks
I’ve been using GitHub Copilot (and various other similar things) for a long while now, and I think it’s time to take stock and ponder their impact. It’s ...
GitHub - tilesprivacy/tiles-notebook at dev
A notebook interface that makes working with AI agents easier. - tilesprivacy/tiles-notebook
Svelte Agentation
Minimal source-inspection tooling for Svelte apps, inspired by Agentation and designed for dev-only workflows.
Agentic manual testing - Agentic Engineering Patterns
Agentic manual testing - Agentic Engineering Patterns
Atmospheric Automated Development
Marking a piece of feedback 'planned' kicks off an autonomous coding agent that implements it and opens a draft PR. Built with userinput.app, airglow, and GitHub Actions, without touching the app.
Prompts I use - Agentic Engineering Patterns
Prompts I use - Agentic Engineering Patterns
Is GitHub Cooked?
Track GitHub service incidents and outages. Real-time stats, incident history, and downtime analytics.
Agent Driven Project Management and Issue Refinement with gh-issue-sync