Unverified50% confidenceTradeoffExact time
相较于全自动模式，HITL虽牺牲部分效率但显著降低灾难性错误的概率，是当前最被工程实践验证的Agent部署策略
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/12/2026
First Seen
Valid until: 11/10/2026
Sources
Related Claims
UnverifiedExcessively frequent human intervention eliminates the efficiency advantages of automation, while an overly lenient approval scope fails to effectively prevent and control risks — this is the trade-off in HITL granularity design73% similarUnverifiedMARGINAL的目标不只是省钱，而是提升编程Agent的可靠性，识别重复动作、进展微弱、冗余验证、低价值延续等低效模式71% similarUnverified先规划再执行的两阶段工作流有效降低了 Agent 误操作的风险70% similarUnverifiedCompared to the polling model, an event-driven asynchronous architecture can achieve an order-of-magnitude reduction in token consumption.69% similarUnverifiedFor models that do not support tool calling, it is generally necessary to simulate tool-calling behavior through carefully designed prompts, though stability and accuracy will decline noticeably.68% similar
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