 GitHub released a guide to reviewing AI-generated PRs — a must-read GitHub Blog published several important articles for developers working with AI agents. I'll highlight the key ones: 1. Agent pull requests are everywhere. Here's how to review them — a practical guide to reviewing PRs written by AI agents. The authors break down where technical debt hides, what to pay attention to, and how not to miss logical errors in generated code. 2. Improving token efficiency in GitHub Agentic Workflows — if your agent pipelines run on every PR and you notice growing API bills, this article is for you. The GitHub team shows how they instrumented their workflows, found bottlenecks, and built agents to fix them. 3. Validating agentic behavior when "correct" isn't deterministic — how to build a Trust Layer for Copilot Coding Agents without fragile scripts, using dominatory analysis. 4. How researchers are using GitHub Innovation Graph data — researchers predict GDP, inequality, and emissions using GitHub data. Q4 2025 release. 5. Why age assurance laws matter for developers — child safety requirements are shifting to the OS and app store level. Important for all open source developers. Full collection — https://github.blog/ #GitHub #AI #DevOps #OpenSource #CodeReview