SQLite Brain Loop
Trace structural data pipelines. The events database captures life logs, scans, and feedback, enabling agents to operate with persistent historical memory.
Why We Use a SQLite Database as the Central Brain Loop
Chronological Event Memory
Structured database schema captures session history chronologically, giving agents persistent context access without polluting active token windows.
Decoupled Async Ingest
Streaming event payloads asynchronously prevents agent blocking, allowing real-time tasks to run immediately while database writing is queued in the background.
Direct State Querying
Agents parse historical executions by executing targeted SQLite queries, replacing expensive vector embeddings with precise, relational filters.
Traceable Telemetry
Logging token consumption, execution metrics, and step feedback provides audit trails for continuous cost tracking and error analysis.
Schema Inspector
Select a core database table to examine its SQL definition and structural parameters inside Connor's brain stack.