Text model
Assisted
Engram · Capture
A candidate arrives with its evidence, scope, uncertainty, and the decision it needs. This is the human queue's inbox.
Artifact observer
Agent-mediated
Lifecycle adapter
Coupled runtime
Engram implementation
Agents explicitly save memories; hooks observe session boundaries, not raw coding activity.
What happens
Raw events acquire timestamps, project and user scope, source provenance, and links to the task that produced them.
Design choices
Capture everything or only explicit saves; synchronous hooks or background observation; transcripts, diffs, outcomes, and user corrections.
Failure if wrong
Important experience disappears—or noisy transcripts become permanent truth before their value is known.