Human-Certified Module Repositories for the AI Age

In three linesHuman-Certified Module Repositories (HCMRs) introduce an architectural model for building trustworthy software in AI-assisted development. Addressing risks from unverified components in modular ecosystems, this framework combines human oversight with automated analysis to certify modules and enable safe assembly by both humans and AI agents.

Summary generated by Claude — human-verified