Vector store — episodic, semantic, procedural, and reflexive recall.
Memory types
User mentioned preference for morning meetings over afternoon
Failed to authenticate with vendor API on first attempt; required OAuth refresh
Q3 revenue exceeded projections by 14.7%, driven primarily by enterprise segment
When competitor launches new feature, observe user reaction for 72hrs before responding
Counterparty consistently accepts net-30 terms when offered a 2% early-pay discount
Scraping competitor.com requires rotating user-agents to avoid rate limiting
Customer churn correlates strongly with <3 logins in first 14 days
Stripe webhook occasionally arrives out of order; dedupe by event id
Enterprise segment prefers SOC2 evidence before procurement review
Retrying failed tool calls with exponential backoff resolves 87% of transient faults
Support tickets tagged 'billing' resolve fastest when routed to AGENT-012
Morning deploy windows show 2.3x more anomalies than afternoon windows
Vendor renewal negotiations close faster when anchored above list price
Knowledge base articles older than 90 days have 41% lower retrieval relevance
User responds best to concise summaries under 120 words
API endpoint /v1/search degrades past 400 rps; shard the query
Decision to escalate spend above $5k must route to human operator
Postgres connection pool saturates during nightly batch; raise max to 40
Competitor pricing changed twice this quarter, both on a Tuesday
Memory consolidation reduced index size 12% with no recall regression