你有没有遇到过这种情况：Agent调用了工具，拿到结果，然后继续调用工具，循环了十几次，最后给了你一个完全跑偏的答案——而你压根不知道它在想什么？ 你有没有遇到过这种情况：Agent调用了工具，拿到结果，然后继续调用工具，循环了十几次，最后给了 ...

New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...

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The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.

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DevSecOps is the DevOps community’s approach to bringing security into the development lifecycle. Businesses want to deliver software, but cannot afford to release unreliable or insecure applications— ...