Runtime Feedback Loops
Agents that do not see real command output guess. A feedback runner captures stdout, stderr, exit code, and timing into a structured record the next turn can read. Then the agent reacts to facts instead of to its own prediction of facts.
On the Agent-Assisted Engineering skill path
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