Three layers
- Short-term (Redis) — recent messages and objectives, ~7 day TTL
- Structured (Postgres) — UserMemory, ServerMemory, Digital DNA
- Semantic (Qdrant) — vector recall of past interactions
Digital DNA
Each server has a DNA profile: community type, personality, growth stage, risks, opportunities, and strategy. PRIME loads this before interpreting commands.
Learning signals
- Excluded features and removed channels
- Favorite templates and brand style preferences
- Past approvals and rejected diffs
Manage memory
View and prune memory from Dashboard → Memory. Enterprise plans include extended retention and Digital Twin exports.