About
SHIM is an autonomous infrastructure designed to tackle the challenge of maintaining code quality in rapidly evolving AI-native products. It analyzes existing code through AST-based complexity scoring and pattern detection, generating ROI-ranked improvement suggestions. Built on 'LEAN-OUT' principles, SHIM leverages battle-tested infrastructure like Redis and BullMQ for plumbing, focusing custom code on domain-specific intelligence, enabling safe deployment via approval gates and coordinating multiple AI agents for parallel analysis.
