LLM agents as your hyperparameter optimizer.

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

Self-hosted agent OS with skills, workflows, MCP, and second brain storage.

Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.