Automated code generation workflow with feedback loops from GitHub issue to production-ready code

GitHub Issue to Production in 40 Minutes: Automated Code Generation with Claude Code

Most developers spend hours manually coding, testing, and fixing issues. I’ve automated the entire process—from GitHub issue to production-ready code—using Claude Code CLI with continuous feedback loops, achieving ~40 minutes per issue with 90%+ merge-ready success rate. By the time a human engineer reviews the code, it’s already solid and ready to deploy. The Problem: Writing Production-Ready Code Takes Time Traditional workflow: Read GitHub issue → understand requirements Plan implementation → break down tasks Write code → manually test locally Run linters/tests → fix errors one by one Create PR → wait for CI/CD Fix CI failures → wait for review feedback Fix review comments → repeat steps 4-6 Finally merge after multiple rounds This process takes hours or days....

January 16, 2026
GitHub Actions with built-in CI

GitHub Actions/Workflows (CI) for PHP Developer

You must already know about GitHub specially if you are a Software Engineer. Ok, that’s great to know that you know. Now let’s talk about as a PHP developer how we can use GitHub actions or workflows (group of actions) to automate our CI job. It was very much expected feature from GitHub. What is GitHub actions & workflow? You got me right. I need to tell you this first otherwise this article seems useless to you unless you have some basic understanding about GitHub actions and workflow....

March 6, 2020