Show HN: ANMA, boundary contracts for cheaper AI coding agents

nxy1 pts0 comments

I built ANMA because I noticed that cheaper models would often ignore architecture rules. So I did several benchmarks using Claude Haiku 4.5 with and without ANMA; without ANMA it ignored the rules 13 out of 19 runs, with ANMA, 0 out of 20 runs.What is ANMA ? YAML contracts with CLAUDE.md, hooks, and CI checksWhat about stronger/expensive models? They followed the architecture rules.The question is, would cheaper models with stronger rules be the best affordable default for coding?

anma quot rules cheaper models contracts

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