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 checks
What 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?
What is "ANMA"? YAML contracts with CLAUDE.md, hooks, and CI checks
What 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?