From Shackles to Anchors: How I Resurrected an Abandoned Open-Source Framework

From Shackles to Anchors: How I Resurrected an Abandoned Open-Source Framework by Learning to Work With AI, Not Against It

GitHub Finish-Up-A-Thon submission

The Abandoned Framework

ReqForge is an open-source LLM agent harness — a structured workflow for turning product ideas into shippable code. I started it months ago. It worked, but something was off.

The framework was built on a simple philosophy: constrain the model enough and it will produce correct code. Rules. Validators. Checklists. Gates. Every conversation started with a list of "don'ts" — don't over-abstract, don't hallucinate APIs, don't write empty catch blocks, don't use as any, don't copy-paste templates...