Memory
Deterministic context.
State and retrieval surfaces that keep AI aligned with reality.
Production scaffold for the platform prototype, with route parity and a visual system ready for the full implementation pass.
Memory
State and retrieval surfaces that keep AI aligned with reality.
Receipts
Evidence chains for what happened, why it happened, and what authorized it.
Action Gates
Validation and escalation that happen before irreversible actions land.