Unverified50% confidenceFactExact time
After the tests pass, the agent submits a separate PR (merge request) for each repository, with test results and a rollback plan attached, and manual approval remains the final gate.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/25/2026
First Seen
Valid until: 1/23/2027
Sources
Related Entities
Related Claims
UnverifiedBefore accepting delivery, all features should be tested; if there are issues, submit a revision request, and only confirm delivery once satisfied.75% similarUnverifiedThe correct practice is to complete all hyperparameter selection on an independent validation set, run the final evaluation on the test set only once, and report the results regardless of outcome.74% similarUnverifiedDuring replay testing, the original complete prompt, original response, and exact configuration block (temperature, max tokens, response format, tool schemas) must be included; otherwise, a different runtime configuration is being tested.74% similarUnverifiedThe pilot phase should set quantifiable acceptance metrics, such as the completeness rate of work-hour records, the processing time for exception entries, and user activity, and continuously collect data; only when the pilot metrics reach preset thresholds and feedback shows the process is workable should the next phase begin.73% similarUnverifiedAs an agent builds a stable correctness record on a specific task, approval can gradually be downgraded from per-instance approval to sampling checks or triggering only on anomalies, but this must be based on quantifiable historical performance.73% similar
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