New root cause analysis technology gives AI coding agents the ability to diagnose application failures and deliver actionable debugging insights with less developer involvement.

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如果你喜欢“派任务等结果”的模式——把任务交给AI，然后去喝杯咖啡，回来看结果——Codex更适合你。它的云端沙箱和并行执行能力，让“委派式”工作变得高效又安全。 这个问题问得太精准了。 2026年的AI编程工具赛道，Codex和Claude Code就是两个最耀眼的明星。