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Deterministic architecture checks for coding agents

2•quynhng•1h ago
We spent a week working through a large code base refactoring with around 500 agents. The learnings from that work went directly into the ArchKeel releases up to 0.8.3.

We still need to understand which components exist, what they are responsible for, and whether the changes and new code stick to our rules. More agents make building faster and harder to stay on track.

So we worked on the checks and the reports together. Recursive contracts, evidence for individual rules, and much better exploration of the target and actual architecture. Open a component, inspect its children, follow dependencies, see what was checked and what remains UNKNOWN.

This is what I mean by deterministic harness engineering: explicit architecture decisions, repeatable checks against the code, and missing evidence that stays visible.

Choosing the right architecture still needs judgment. I want the harness to give me something concrete to judge.

ArchKeel is open source, MIT licensed. You can explore a real report here: https://archkeel.com/#explore

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1•PunkiePal•33s ago•0 comments

Show HN: Premortem – AI agents that red-team your startup idea

https://premortem.site
1•ahoskins•1m ago•0 comments

DeepSeek outage and degraded: API and status page:)

https://status.deepseek.com
1•jmathai•2m ago•0 comments

Nvidia debuted the Open Agent Safety Platform

https://www.nvidia.com/en-us/ai/openshell/
2•aknitb•5m ago•0 comments

19 Out of 21 Late-Model Cars Tested Shared Data with 3rd Parties

https://www.roadandtrack.com/news/a73941763/personal-data-vehicle-security-study/
1•rafaelc•6m ago•0 comments

SvelteKit 3 Release Today

https://next.svelte.dev/docs/kit/migrating-to-sveltekit-3
2•jph•7m ago•1 comments

Manyfold's Agents.md Is Based

https://github.com/manyfold3d/manyfold/blob/main/AGENTS.md
2•adamddev1•7m ago•0 comments

Car Is a Smartphone on Wheels. Here's Who's Listening

https://automatictransmission.khoury.northeastern.edu/index.html
2•rafaelc•7m ago•1 comments

Why doesn't giant AI always overfit?

https://www.echohive.ai/why-giant-ai-doesnt-overfit
1•echohive42•8m ago•0 comments

Now That's an Impurity Story

https://www.science.org/content/blog-post/now-s-impurity-story
1•dcminter•9m ago•0 comments

TCP is failing AI, but Stanford's Homa is here to help

https://www.theregister.com/networks/2026/10/01/tcp-is-failing-ai-but-stanfords-homa-is-here-to-h...
1•joebuckwilliams•11m ago•0 comments

Your folder structure has two jobs, but only does one

https://blog.sterlingfreeman.net/posts/folder-structure-two-jobs/
1•alwaysDrafting•12m ago•0 comments

Cold War spy satellite named after Farrah Fawcett just exploded in space

https://www.popsci.com/science/farrah-fawcett-satellite-explosion-explained/
2•CGMthrowaway•12m ago•1 comments

SvelteKit 3 Is Here

https://svelte.dev/blog/sveltekit-3-is-here
3•sampsn•16m ago•1 comments

ArXiv's Updated Rate Limit Policy

https://blog.arxiv.org/2026/10/01/updated-rate-limit-policy/
2•50kIters•18m ago•0 comments

The failure modes of Claude Code in a guided 60h project

https://hmijail.substack.com/p/building-a-semantic-fuzzer-for-obsidian-sync-in-spite-of-claude-2
1•hmijail•20m ago•1 comments

Antarctica's winter sea ice peaks at 3rd lowest level on record

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1•wslh•21m ago•0 comments

Show HN: HeadWater B2B Data and AI Kit – A Production Architecture Shortcut

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1•PunkiePal•21m ago•0 comments

cua-speedrun: Standardized Benchmarking of the Speed of Computer-Use Agents

https://cuaspeedrun.com/
1•matt_d•21m ago•0 comments

Gboard Conveyor Belt Version

https://www.youtube.com/watch?v=DAn34l_YrUM
1•adrianhon•23m ago•0 comments

How the Bayh-Dole Act Transformed Tech Transfer

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1•CGMthrowaway•24m ago•0 comments

Loss of Cell Identity Drives Human Aging

https://erictopol.substack.com/p/loss-of-cell-identity-drives-human
1•bookofjoe•28m ago•0 comments

The Game Theory of AI Pacing

https://www.paradigm.xyz/writing/the-game-theory-of-ai-pacing
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Roman Dodecahedron

https://en.wikipedia.org/wiki/Roman_dodecahedron
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Random TV Time

https://play.google.com/store/apps/details?id=com.randomtvtime.app&hl=en_US
1•eoleol•33m ago•0 comments

Show HN: MoA as Universal IL –> 30yrs from PhD to 5-device validated compiler

https://github.com/womenflyplanes/moa-compiler
1•lmullin•34m ago•0 comments

Free hosted API for Laya, the open-weight decision model

https://vercel.com/ai-gateway/models/laya
1•boundlesshq•34m ago•1 comments

Kcc – a C17 compiler built solo with an LLM on $100/month, no agents

https://github.com/LiterateDrivenDevelopment/kcc
3•temo_pacheco•37m ago•1 comments

Show HN: Paper(Local CLI for Agent Debugging)

1•varman11•39m ago•0 comments

Getting started with Claude Code mods

https://claude.dev/blog/getting-started-with-claude-code-mods/
2•mfiguiere•42m ago•0 comments