Curate Ipsum

About

Curate Ipsum serves as a critical bridge, transforming fast but often unverified LLM-generated code into formally verified, trustworthy patches. It integrates mutation testing, reachability analysis, symbolic execution, and automated test generation within a sophisticated graph-spectral framework. This enables the maintenance of robust, self-healing codebase metadata, addressing the fundamental gap between plausible LLM output and the stringent requirements of provable correctness for software systems.

Key Features

• Hybrid Synthesis Loop combining CEGIS, CEGAR, and genetic algorithms, seeded by LLMs.
• AGM-compliant Belief Revision Engine with provenance tracking for theory updates.
• Graph-Spectral Code Decomposition for optimal reachability and partitioning.
• Integrated RAG and Semantic Search (ChromaDB) for context-aware code synthesis.
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• Multi-backend Formal Verification (Z3, angr) with counterexample-guided abstraction refinement.

Use Cases

• Transforming LLM-generated code into formally verified, provably correct patches.
• Automating code synthesis and repair through an integrated testing, verification, and belief revision pipeline.
• Developing self-healing software systems with robust, continually updated codebase metadata.