Course lesson · Lesson 10

Trajectory Harvesting and Reinforcement Learning

Capture agent trajectories and reflective traces to turn lived experience into durable improvement.

What you'll take away

Treat operational trajectories as the reflective-trace layer of memory — evidence of behavior over time.
Capture runs in a structured format (transcript, tool trace, outcome, review label) suitable for later use.
Run every export through a sanitize-and-redact gate for secrets, paths, and PII before any reuse.
Decide deliberately whether a trace supports audit, benchmarking, or training — not every run is worth keeping.

This lesson is part of the full course

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