Show HN: Argot, a Rust AI guardrail based on your codebase AST patterns
never imported hereggThe harness for AI-written code · statistics, not a second LLM · 100% localLint the rules you never wrote down.AI writes the code. argot harnesses it with the one thing that can’t hallucinate: your repo’s own history. Fixture recall; the changed symbol is visible in the diff.36 corpora / 12 languages / visible foreign-import and foreign-api fixture symbols after excluded-host purge · d1007f50; generated_at=2026-07-2897.1%layering violations264/272 (97.1%) — detector-specific real recall; control result is separate. Authored production fit-to-check gaming fixtures.23 corpora / 12 languages; authored test-gaming fixtures, production fit→check · 1b0de32d; just integrity-verify, 2026-07-28One static binary.
- ▪never imported hereggThe harness for AI-written code · statistics, not a second LLM · 100% localLint the rules you never wrote down.AI writes the code. argot harnesses it with the one thing that can’t hallucinate: your repo’s own history.
- ▪Fixture recall; the changed symbol is visible in the diff.36 corpora / 12 languages / visible foreign-import and foreign-api fixture symbols after excluded-host purge · d1007f50; generated_at=2026-07-2897.1%layering violations264/272 (97.1%
- ▪Authored production fit-to-check gaming fixtures.23 corpora / 12 languages; authored test-gaming fixtures, production fit→check · 1b0de32d; just integrity-verify, 2026-07-28One static binary.
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,721 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →
Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | argot |
| Canonical URL | https://argot.tmonier.com/ |
| Publication time | Mon, 03 Aug 2026 12:12:51 +0000 |
| Retrieval time | 2026-08-03T12:30:41.825Z |
| Last seen | 2026-08-03T12:30:41.825Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | MyUxX9_rSWk8 |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
never imported hereggThe harness for AI-written code · statistics, not a second LLM · 100% localLint the rules you never wrote down.AI writes the code. argot harnesses it with the one thing that can’t hallucinate: your repo’s own history. Deterministic, measured, local.Start with an audit→Set it up with your agent→★ Star on GitHubWatch the film· 0:45flag⟺token surprisetmaxlogPrepo(t)Pbaseline(t)+call-receivermin(∑cw(c),cap)>size-aware thresholdθ+βlogn90n97.3% of foreign patterns caught · 0.25% of real edits flaggedchecks a diff in200 msA concrete exampleType checkers ask if it compiles. argot asks if it’s yours.Clean, type-correct PRs can still be foreign to your repository.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at argot.
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