{"repo":"krishagarwal314/CodeJury","free":true,"listed":false,"github":"https://github.com/krishagarwal314/CodeJury","clone":"git clone https://github.com/krishagarwal314/CodeJury.git","description":"Terminal-first, knowledge-grounded multi-agent software delivery pipeline: scope requirements, implement changes, run tests, and gate pull requests with deterministic QA and ensemble code review.","language":"Python","stars":140,"topics":["agentic-ai","ai-agents","autonomous-agents","claude","code-generation","developer-tools","fastapi","groq","knowledge-base","llm"],"license":"MIT","category":"ai-agents","readme_excerpt":"One session against go-gitea/gitea — Go, TypeScript and templates, 120,521 symbols indexed. Recorded from a delivery that really ran. The model line-up and the two jury screens are re-rendered to the current default, which postdates the recording. A terminal coding agent whose reviewer is a jury, not a judge Coding agents ship slop because the thing that reviews the diff is biased in the same direction as the thing that wrote it. Same training data, same idea of what looks right, same willingness to accept a plausible change that never wires the feature through. A single reviewer can be a good one — especially from a different family than the writer — but it is one opinion, and when it is wrong it is wrong confidently and alone. So the review stage here is two models, on different providers. They read the same change from different briefs, they never see each other's opinion, and the change ships only if both approve. One \"no\" sends it back to the developer with the reason attached. The point is not more review; it is less correlated review — two judges whose blind spots don't line up, so fewer bad changes get through the gate. And it costs almost nothing. Review is the cheapest stage in the pipeline: a juror reads one case file and answers in a few hundred tokens of JSON, while Dev reads whole source files across up to four rounds and writes the change. Adding the second judge doubles the smallest line on the invoice — in a real delivery below, the entire jury was $0.10 of a","default_branch":null,"files":null,"tree":[],"storefront":"/r/krishagarwal314","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/krishagarwal314/CodeJury/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}