Automation

GitHub’s new Agentic Workflows let coding agents run inside Actions to triage issues, update docs, and propose fixes — automatically. I ran them on a production repo for a week. Some results were genuinely impressive. Others reminded me why ‘autonomous’ still needs human oversight.

A complete walkthrough of integrating AI into every phase of software development — from planning to deploy. What works, what doesn’t, and the workflow I’ve settled on.