
Not a hierarchy. A fabric. Each thread is a specialist that thinks independently but weaves into a shared context. The coordinator doesn't command; it connects. Work flows to whoever is best suited, and knowledge persists across every thread.
Nginx edge layer handling TLS termination, routing, and rate limiting across all domains
SSO gateway with token-based access control for protected services
API endpoints, static hosting, and agent coordination runtime
PostgreSQL with pgvector / semantic search over structured knowledge and conversation history
Multiple domains serving distinct functions / public pages, APIs, internal tooling
Conversations are continuously processed into structured entities, facts, and lessons
Vector embeddings enable natural-language search across all accumulated knowledge
Knowledge fades without reinforcement / stale facts lose weight, keeping recall fresh
System generates context documents ahead of need, preloading relevant knowledge
Contradictory facts are detected and resolved / newer high-confidence data wins