Hacker News · 索引与市场

Show HN: CRTX – AI code gen that tests and fixes its own output (OSS)

johnnycash926 · story · related signal

Open source

We built an open-source CLI that generates code, runs tests, fixes failures, and gets an independent AI review — all before you see the output. We started with a multi-model pipeline where different AI models handled different stages (architect, implement, refactor, verify). We assumed more models meant better code. Then we benchmarked it: 39% average quali…

SOURCE-DECLARED INSTALL

Open the public source page ↗

MEDIA REFERENCES

Captured in public view

Local and external references · rights noted

CONTEXT

Why it is here

We built an open-source CLI that generates code, runs tests, fixes failures, and gets an independent AI review — all before you see the output. We started with a multi-model pipeline where different AI models handled different stages (architect, implement, refactor, verify). We assumed more models meant better code. Then we benchmarked it: 39% average quali…

REFERENCES

Linked evidence

Evidence updated 2026-08-16T10:41:36Z. Interaction numbers are platform-native snapshots; the evidence panel records the metric source and observation time. NULL means the public page did not expose a number at collection time.