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Show HN: AxiomCode Graph, Reducing coding agent rework with formal methods

https://github.com/AxiomCodeAI/axiomcodegraph
3•HaoleiZ•49m ago

Comments

HaoleiZ•49m ago
AxiomCode Graph turns any codebase into a formal-methods-grounded knowledge graph, giving coding agents precise answers to code-related questions. It helps agents make more complete, correct changes while reducing rework, time, and token usage.

We're now building the next layer and will release soon: translating engineering specs and constraints into formal rules on top of the code graph to verify agent-generated changes.

spaliwal26•33m ago
Formal verification code graphs are the need of the hour
HaoleiZ•22m ago
Couldn't agree more, and we (not just us but the whole industry) are just getting started. However, what we see there is lean is not the only path to do it, and that why we are trying to do with a different scalable formal rules approach.

Cyber Firm Tailscale Uses Canada Roots to Court Clients Wary of US Power

https://www.bloomberg.com/news/articles/2026-10-13/tailscale-touts-canadian-ai-identity-to-win-eu...
1•Teever•27s ago•0 comments

The first disclosure from our Mythos harness

https://www.chainguard.dev/unchained/the-first-disclosure-from-our-mythos-harness
1•wondersky•48s ago•0 comments

Show HN: Three free 3D browser games, no download, no signup, daily rankings

https://toplaynow.com/
1•ricardosc•55s ago•0 comments

Show HN: Model Atlas – An LLM leaderboard you can reweight

https://philippdubach.com/model-atlas/
1•7777777phil•1m ago•0 comments

Vghost: A 9-year-old Linux vhost bug enabling local root and VM escape

https://matrix.tencent.com/en/2026/10/12/vghost-cve-2026-74580
1•torsi0n•1m ago•0 comments

Stuffing a Ford Maverick Inside a Boeing 737 Isn't Easy, but It's Doable

https://www.thedrive.com/news/stuffing-a-ford-maverick-inside-a-boeing-737-isnt-easy-but-its-doable
1•speckx•1m ago•0 comments

The Forbidden Experiment: The Boy Who Grew Up Without Words [video]

https://www.youtube.com/watch?v=G_A6MiGxlJo
1•asoli•4m ago•0 comments

Greta Thunberg joins French teens on new day of school protests

https://www.reuters.com/world/europe/greta-thunberg-joins-french-teens-new-day-school-protests-20...
1•donsupreme•4m ago•0 comments

Someone on Reddit is running Qwen 27B at ~20 tok/s on a jailbroken PS5's GPU

https://www.reddit.com/r/LocalLLM/comments/1x4y61f/qwen_27b_at_20_toks_on_a_jailbroken_ps5s_gpu_i/
2•GreenGames•5m ago•0 comments

NASA's Three-Phase Plan Targets a Moon Base

https://spectrum.ieee.org/nasa-moon-base-landings
1•rbanffy•5m ago•0 comments

AI Assisted Structural Engineering

https://www.youtube.com/watch?v=DIS3-C2Ze-I
3•jfoxworth•6m ago•1 comments

Trump posts sick meme after reposting video of UK man mauled to death

https://www.theguardian.com/uk-news/2026/oct/14/william-chapman-family-tiger-attack-online-conten...
1•mrlonglong•6m ago•1 comments

Show HN: botsay – cowsay for the AI Era

https://github.com/maebert/botsay
1•maebert•9m ago•0 comments

FrodoKEM: A conservative quantum-safe cryptographic algorithm

https://www.microsoft.com/en-us/research/blog/frodokem-a-conservative-quantum-safe-cryptographic-...
1•dgroshev•10m ago•0 comments

Rapl: Enjoyable, composable, hackable N-dimensional arrays for Rust

https://github.com/JErnestoMtz/rapl
5•ponzusouce•10m ago•1 comments

Anthropic warns small AI models could self-replicate through IoT devices

https://arstechnica.com/security/2026/10/anthropic-warns-small-ai-models-could-self-replicate-thr...
1•joozio•11m ago•1 comments

Ask HN: What's up with all the dead links recently?

1•gsaines•11m ago•2 comments

Less Is More

https://www.mintlify.com/blog/editor-performance
1•hahnbee•12m ago•0 comments

HN: RPDio Hyper – 120fps desktop streaming in Rust

https://github.com/IOServicesLabs/RDPiO
1•iohotspot•12m ago•0 comments

Are there any more startups with real technical challenges?

1•artifix•13m ago•4 comments

All of my 300 browser tabs are beautiful

https://www.zachleat.com/web/firefox-list-all-tabs/
1•speckx•13m ago•0 comments

Oldest shipwreck found off coast of Turkey

https://www.bbc.com/news/articles/c6gr80rk1yyko
3•benbreen•16m ago•0 comments

What I Self-Host

https://viceconsole.fyi/blog/2026/10/10/what-i-self-host/
1•speckx•17m ago•0 comments

Shadow AI: the data leak hiding in your organisation's everyday tools

https://www.cyvra.com.br/insights/shadow-ai-risks-guide
1•hotelti•17m ago•0 comments

He linked Saudi Arabia to SV. Then OpenAI found a bug wrapped in toilet paper

https://www.ft.com/content/b71e0dc4-b190-49ec-b000-bd585054ddc8
1•thm•18m ago•0 comments

Use Hardware-Bound SSH Keys

https://muthanna.com/blog/posts/use-hardware-bound-ssh-keys.html
2•zeroxfe•19m ago•1 comments

Disrupting the service economy behind transnational cybercrime operations

https://blogs.microsoft.com/on-the-issues/2026/10/14/disrupting-the-service-economy-behind-transn...
2•ChrisArchitect•19m ago•0 comments

Almost everyone misunderstands Chrome extension manifest version 3

https://lapcatsoftware.com/articles/2026/10/4.html
1•ingve•19m ago•1 comments

Show HN: BitRun, 1-bit LLM runner on CPU (100T/s on Apple Silicon)

https://github.com/IshekKhal/bitrun
2•ishekofficial•20m ago•0 comments

Show HN: A faster WordPress core written in C/C++ (Live Demo)

https://bookpress.io/
1•squareys•21m ago•0 comments