… Why this matters : As systems scale, fixed workflows break down. Agentic execution allows software to adapt while remaining constrained and observable, without rebuilding orchestration from scratch. …
… According to Gartner, “By 2028, asynchronous AI coding agent workflows will improve software engineering team productivity by 30% to 50%, surpassing the 0% to 20% gains from AI code assistants in 2025.” We believe realizing those gains requires agentic capabilities across every stage of the SDLC—no… …
… Under the hood: Security architecture of GitHub Agentic Workflows GitHub Agentic Workflows are built with isolation, constrained outputs, and comprehensive logging. …
… Related posts AI & ML 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. …
Marcelo Oliveira · @mgomes22 March 23, 2026 | 3 minutes 3 minutes Share: AI is accelerating software development and expanding the range of languages and frameworks used in modern repositories. …
… This collaboration is aimed at helping maintainers make emerging AI security capabilities accessible and integrated into existing project workflows, and at further advancing our OSS security programs, to strengthen the security of critical open source software projects. …
… Tags: agentic workflows AI agents automation continuous integration developer productivity GitHub Actions GitHub Copilot Written by Senior Principal Researcher, Microsoft Research Senior Software Engineer Related posts AI & ML Improving token efficiency in GitHub Agentic Workflows Agentic workflows… …
… Flying high with AI: Cathay Pacific on transforming software developmen t: Hear how Rajeev Nair, general manager of IT Infrastructure and security , is scaling security and modernizing development at one of the world’s leading airlines. …
… The most critical action you can take is to enable CodeQL to review your GitHub Actions workflow implementation available for free on public repositories to inspect your workflows for security best practices. Next, review our detailed actions security guidance . …
… Maintainers of Action workflows, for instance, typically manage updates through mutable tags that point to the latest commits of a major or minor release. Using immutable commit SHAs helps, but it’s hard to manage at scale and transitive dependencies remain opaque. …