Autonomous household platform. 8 AI personas, 22 MCP servers, 57 skills, governed by Plane PM. Schema'd state over memory — the same architecture that runs PuranOS.

Evolutionary prompt-bundle optimization. Mutates screener configs, ranking weights, and persona overlays — backtests survivors against PIT equity cohorts with tax-aware exit policies.

Agent-orchestrated hybrid retrieval. The agent plans ingestion strategy, chooses search mode, iterates with HyDE retries. 31 MCP tools, zero incremental cost.

Stateful REPL with doer-checker structured extraction. Claude drafts, Codex verifies. Session API with pre-injected document access and provenance tracking.