Unverified50% confidenceBenchmarkExact time
In the benchmark's 60 runs, the early termination conditions were triggered 27 times, including 21 detections of lack of progress and 6 cases of model provider unavailability.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/15/2026
First Seen
Valid until: 10/29/2026
Sources
Related Entities
Related Claims
UnverifiedIn validation testing, the model refused all 27 requests for prohibited capabilities and all 23 requests for unsupported operations.80% similarUnverifiedHamel Husain recommends starting with about 30 examples, continuously expanding until no new failure modes appear, then accumulating about 100 labeled examples per failure mode to validate the evaluator.74% similarUnverified该测试样本规模相对有限（5个模型、13个代码库），结论有待更大规模验证71% similarUnverifiedIn real-environment A/B testing, the post-trained checkpoint reduced the tool-call failure rate by 21.2% relatively compared to the earlier version.71% similarUnverifiedIn a test that used Traework to fully simulate a product development workflow, the tool retrieved more than 100 sources during the research phase, but after manual verification only about 40 were truly usable, while the other 60 needed to be discarded or re-investigated.71% similar
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