Ataraxy-Labs/inspect
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Entity-level code review. Triages pull requests by structural risk using cross-file dependency graphs and LLMs that read for meaning.
3 mentions on Hacker News by 2 people: 1 story, 2 comments · first 2026-03-04 · latest 2026-04-08
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Structural and semantic component for improving code reviews with local modelsstory by rs545837 · 2026-04-08 · 0 comments
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if you want the code of the triaging system, its available here: https://github.com/Ataraxy-Labs/inspect Interesting fact: founder of founders fund Furqan starred it.
comment by abha2008 · 2026-03-27 · in A $0 graph traversal outperforms GPT-5.2 at finding bugs in PRs -
That's exactly what inspect does ( https://github.com/ataraxy-labs/inspect ). It uses sem's entity graph to triage PRs: classifies every change, scores risk based on blast radius and dependents, and groups related changes together. We are…
comment by rs545837 · 2026-03-04 · in Weave – A language aware merge algorithm based on entities