Self-Learning

Learn from mistakes. Don't repeat them.

Captures what went wrong, what was non-obvious, and what the agent should do differently. Every learning includes a prevention rule — a forward-looking instruction that changes future behavior.

Part of the unified knowledge system. Self-learning stores through sage-memory (or files) with the self-learning tag / learning type. During recall, learnings surface as warnings alongside regular knowledge.

Capabilities by Backend