Modern Java persistence framework for Event-driven systems. Built-in outbox pattern. Atomic transactions with domain events. Spring, Quarkus, Micronaut, or pure Java
Local, project-scoped memory system for LLMs with evidence-based truth validation. Provides reliable long-term context via OpenAI-compatible Proxy and MCP, using Chain-of-Verification (CoVe) to eliminate hallucinations and the Ralph Loop for autonomous codebase repair.
MongrelDB Kit is the application-facing persistence layer for MongrelDB, giving TypeScript, Rust, and Python apps a schema-aware query builder, migrations, and relational constraints. Use it to build durable application data models on MongrelDB with consistent behavior across languages.