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[ARTICLE · art-143443] src=news.ycombinator.com ↗ pub= topic=ai-agents verified=true sentiment=↑ positive

Deterministic architecture checks for coding agents

ArchKeel released version 0.8.3, adding deterministic architecture checks, recursive contracts, and per-rule evidence to its open-source MIT-licensed tooling after a week-long refactor of a large codebase using around 500 coding agents. The release lets users open a component, inspect its children, follow dependencies, and see which checks passed and which remain UNKNOWN. The project's author frames the work as "deterministic harness engineering": explicit architecture decisions, repeatable checks against the code, and missing evidence that stays visible.

by read1 min views6 publishedOct 1, 2026

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

Comments URL: [https://news.ycombinator.com/item?id=49926046](https://news.ycombinator.com/item?id=49926046)

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