Prime Agent improves its operating layer via agent trajectories

jasonkneen · x · 2026-08-15

Prime Agent treats the operating layer around the model as refinable. Its Continual Harness can update system prompts, memory, skills, and reusable subagent specifications based on the agent's trajectory. The state of the harness itself becomes the target of improvement.

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