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Show HN: VeriContext – Preventing Stale Documentation for LLM Agents

https://github.com/amsminn/vericontext
1•amsminn•1h ago
Directory-level READMEs / AGENTS.md (“deep init” style) are great early on, but they inevitably drift as the codebase grows. Agents still treat those docs as truth, which makes decisions worse over time.

VeriContext tries to make those docs verifiable.

When a doc references code, it embeds a SHA-256 hash of the exact snippet inside an HTML comment. On verification, either it matches or it fails (fail-closed).

What’s useful in practice is the workflow around it: • You can install it as an agent skill, so the agent runs verification before finishing a task / finalizing a plan / committing, and updates the citations/hashes when it edits docs. • You can also enforce it mechanically via pre-commit hooks or CI, e.g. npx vericontext verify workspace ..., so stale docs simply can’t be merged.

This way docs aren’t “trusted” — they’re constrained to stay aligned with code.

I’d love feedback on trade-offs (strict fail-closed vs. ergonomics), and whether AST-aware verification would be worth it vs. raw snippet hashing.

Show HN: StreamHouse – S3-native Kafka alternative written in Rust

https://github.com/gbram1/streamhouse
2•gbram•3m ago•0 comments

Thinking Like Transformer

https://srush.github.io/raspy/
2•vinhnx•8m ago•0 comments

Australian man jailed for selling US cyber secrets to Russian broker

https://www.abc.net.au/news/2026-02-25/australian-sentenced-7-years-jail-selling-us-trade-secrets...
1•defrost•9m ago•0 comments

Is Embedded Rust Ready for Primetime?

https://shawnhymel.com/3197/is-embedded-rust-ready-for-primetime/
1•sohkamyung•10m ago•0 comments

Claude Code Front End Design Toolkit

https://github.com/wilwaldon/Claude-Code-Frontend-Design-Toolkit
1•stagezerowil•11m ago•0 comments

Tests Are the New Moat

https://saewitz.com/tests-are-the-new-moat
1•linolevan•11m ago•0 comments

Show HN: Measuring brand share in AI answers – a Y Combinator case study

https://www.geovector.ai/report/yc
2•roman10•16m ago•2 comments

Show HN: Courtyard – Open-source macOS app for local MLX fine-tuning Text

https://github.com/Mcourtyard/m-courtyard
1•tuwenbo0120•18m ago•0 comments

Anthropic faces Friday deadline in Defense AI clash with Hegseth

https://www.cnbc.com/2026/02/24/anthropic-ai-hegseth-spying-defense.html
3•gslin•25m ago•0 comments

Looking Forward to PGConf India in Bengaluru in March

https://techcommunity.microsoft.com/blog/adforpostgresql/microsoft-at-pgconf-india-2026/4496182
1•clairegiordano•28m ago•0 comments

Canva expands professional creative ecosystem with Cavalry

https://www.canva.com/newsroom/news/cavalry/
1•flashblaze•29m ago•0 comments

Can you reverse engineer our neural network?

https://blog.janestreet.com/can-you-reverse-engineer-our-neural-network/
1•jsomers•32m ago•0 comments

Intel Strikes Deal with a Chip Startup Its CEO Invested In

https://www.nytimes.com/2026/02/24/technology/intel-sambanova-ceo-lip-bu-tan.html
2•osnium123•35m ago•0 comments

MBC v0.2.0 – AI agent orchestration for Laravel (security hardening)

https://github.com/etazza2025/laravel-mbc
1•undergracelabs•36m ago•1 comments

Learning from Structure: Discord's Entity-Relationship Embeddings

https://discord.com/blog/learning-from-structure-discords-entity-relationship-embeddings
1•throwaway314155•40m ago•0 comments

An Elephant Is Blind Without the Hairs on Its Trunk

https://www.nytimes.com/2026/02/12/science/elephant-whiskers.html
1•bookofjoe•40m ago•1 comments

RFC Explorer – Explore over 9000 RFCs

https://rfcexplorer.net/
1•xillb•41m ago•0 comments

We Need to Stop Asking "Is This Better Than That"

https://doppelgangerdev.com/docs/software-isn-t-a-competition-it-s-a-map-of-our-frustrations
1•asernasr•44m ago•1 comments

Show HN: Built a news aggregator that collect AI news around the world

https://vvsearch.com/workspace/news-terminal
1•raugen•48m ago•0 comments

Will artificial snow save the ski industry in the long run, or curse it?

https://theconversation.com/will-artificial-snow-save-the-ski-industry-in-the-long-run-or-curse-i...
1•PaulHoule•49m ago•0 comments

Finding 100 Kernel Bugs Using Agent Swarms

https://ydinkin.substack.com/p/200-kernel-bugs-in-30-days
1•itkeman•49m ago•0 comments

Show HN: I made a 4D version of DOOM

https://hyperhell.itch.io/hyperhell
1•chronolitus•49m ago•0 comments

Tim Cook Warned by CIA That China Could Move on Taiwan by 2027

https://www.macrumors.com/2026/02/24/tim-cook-warned-by-cia-china-taiwan-2027/
5•mgh2•51m ago•1 comments

Show HN: Declare AI – open standard for AI content disclosure

https://declare-ai.github.io/declare-ai/declare-ai-devteam.html
1•BetterToBest•52m ago•2 comments

Apple Set a European iPhone Sales Record Last Year

https://www.macrumors.com/2026/02/24/apple-european-iphone-sales-record-2025/
1•mgh2•52m ago•0 comments

Show HN: Limits – Control layer for AI agents that take real actions

https://limits.dev
7•thesvp•52m ago•0 comments

Build a free job-winning resume and cover letter in minutes

https://resumecv.pro
1•pivlu•55m ago•1 comments

Data center outlook: half of 2026 pipeline may not materialize

https://www.sightlineclimate.com/research/data-center-outlook
1•toomuchtodo•56m ago•0 comments

Western Digital Sold Out All 2026 Hard Drive Production as AI Centers Scramble

https://247wallst.com/investing/2026/02/18/western-digital-sold-out-all-2026-hard-drive-productio...
2•vmg12•57m ago•0 comments

Being a Luddite Is Cool, but Have You Seen the Tapestries New Looms Are Making?

https://www.mcsweeneys.net/articles/being-a-luddite-is-cool-and-all-but-have-you-seen-the-hilario...
2•stmw•1h ago•0 comments