Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.

GRACE (Graph-RAG Anchored Code Engineering): open Agent Skills for contract-driven AI code generation with semantic markup, knowledge graphs, and support for Claude Code, Codex CLI, and Kilo Code.

Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.

The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.