Reference implementation of Semantic Intent patterns for Cloudflare D1 database introspection via MCP. Hexagonal architecture with 398 tests demonstrating semantic anchoring, observable properties, and domain-driven design.

Event-Invariant Language: An intent-preserving Intermediate Representation for human–AI collaboration.

Research on AI alignment, intent preservation and intelligence architectures.

PAIXBLOX continuity investigation samples for context drift, recovery guidance, and AI conversation reliability.