Operator control plane for multi-agent fleets: A2A broker, canonical agent registry, dispatch, memory routing, and operator UI.

AI that monitors and improves its own learning process through self-reflection and meta-learning.

Full-stack AI ensemble intelligence platform with distributed consciousness monitoring, autonomous learning, and real-time collaboration

Remake of a bot that applies mathematical reasoning to natural language.

Local-first AI runtime that routes 10k+ solver descriptors at warm p99 0.05 ms (1000/1000 hits, zero fallback) and spawns 1004 live agent clones in 120 s. Hex-mesh routing, MAGMA-audited provenance, agent-bridge autonomy fabric. Profile S (fully offline) or Profile L (opt-in cloud). BUSL.