Code synthesis through belief revision, mutation testing, and verification
A graph-spectral MCP server for verified code synthesis through belief revision Curate-Ipsum bridges the gap between LLM-generated code (fast, plausible, unverified) and formally verified patches (slow, correct, trustworthy). It treats mutation testing as one component of a larger system for maintaining robust, self-healing codebase metadata that supports reachability analysis, symbolic…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
A graph-spectral MCP server for verified code synthesis through belief revision Curate-Ipsum bridges the gap between LLM-generated code (fast, plausible, unverified) and formally verified patches (slow, correct, trustworthy). It treats mutation testing as one component of a larger system for maintaining robust, self-healing codebase metadata that supports reachability analysis, symbolic execution, and automated test generation. Or with Docker (embedding model pre-loaded, no Python needed):…