Cognition AI's autonomous AI software engineer
GitHub Actions is a repository-integrated CI/CD and workflow automation platform that allows developers to build, test, and deploy their code directly from their GitHub repositories. It is best for teams already utilizing GitHub who want to implement continuous integration and delivery without adopting a separate, standalone platform. By enabling infrastructure as code practices for workflows, it simplifies automation through custom YAML configurations. GitHub Actions reduces manual handoffs and
Last month, I watched a junior developer on my team spend four hours debugging a CI pipeline. The issue? A flaky test in a GitHub Actions workflow that passed locally but failed in the runner environment. After the third re-run, he turned to me and asked, "Why can't the CI just figure out what's wrong and fix it?"
It's a reasonable question in 2026. We have AI agents that can write entire features, but our build systems still just beep red and
# I Spent 40 Hours with Devin (Cognition's AI Engineer) — Here's What Actually Works I've been burned by too many "AI that writes code" claims, so I was skeptical. When I first got access to Devin, C
# I Intentionally Broke My CI/CD Pipeline — Here's How Devin Fixed It (And Where It Faceplanted) For three years, I’ve been running a small SaaS app on AWS. My CI/CD pipeline is a Frankenstein's mons