Viewing profile — cognix_dev
cognix_dev
HN member- Joined
- Tue, Aug 12, 2025, 12:45 PM UTC
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- 1
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- 8 items
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About cognix_dev
Open-source CLI tool for code generation that actually runs. Multi-stage quality validation ensures generated code meets external contracts.
Key results (benchmark vs Claude Code & Aider, same LLM): - Execution accuracy: 100% (vs Aider 87.5%) - Lint errors/100 lines: 0.0 (vs Claude Code 4.79)
Install: pipx install cognix GitHub: https://github.com/cognix-dev/cognix
Recent public activity
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Comment #45157534
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Comment #44979555
It looks great! I read the README. The demo video is wonderful! If possible, it might be more effective to describe the demo video and the amazing features it uses in writing!
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Comment #44909391
Sure, Claude makes mistakes too, but it's still better than the despair that GTP often brings.
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Comment #44895781
My suggestion is to refine UX optimization using “human sense” rather than relying on AI recommendations. The UI and UX proposed by AI are merely standard answers. It is impossible…
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Comment #44895736
Many excellent LLM are being created. I feel that this era is similar to the emerging automotive industry era. In other words, we are currently in an era of engine performance comp…
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Comment #44884912
To be honest, I am not particularly interested in whether the next model is better than the previous one. Rather than being superior, it is important that it maintains context and …