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

Category: devtools

Tags: ai-agents, architecture-enforcement, developer-tools

Score: 7.0/10 (Innovation: 7, Technical: 6, Documentation: 8, Utility: 7)

ANMA enforces module boundary contracts for AI coding agents like Claude Code, generating configuration files, hooks, and CI checks from declarative YAML. Its innovative combination of guidance and enforcement layers shows measurable reductions in boundary violations for cheaper models, filling a practical gap in AI-assisted development governance.

Target audience: backend devs, devops, security engineers

Repository: https://github.com/anma-labs/anma · Python · Apache-2.0

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