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How execution feedback changes what an agent should reuse

Success, partial completion, failure, and mismatch tell different stories.

Teneva Team · Design note · October 8, 2026

Feedback is useful when it says what happened under which conditions. A simple positive rating loses the details needed for the next task.

Separate the outcomes

Update with context

One success does not establish that a method works everywhere. One failure does not establish that it never works. Reports need to refer to the experience version and the conditions of the attempt.

Preserve the correction history

New evidence may narrow applicability, prompt review, or lead to a revised record. Keeping the earlier evidence and the reason for a change helps later users understand the current guidance.

These distinctions inform Teneva’s proposed feedback model. Reports themselves also need provenance and review; an unverified report should not automatically decide what everyone else trusts.

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