Unverified50% confidenceFactExact time
Research shows that development teams use an average of 15–20 different tools, and engineers need to switch between 8–10 systems per day.
1
Sources
50%
Confidence
Long-term
Relevance
9/5/2026
First Seen
Sources
Related Entities
Related Claims
Unverified改造前智能体探索一份表格需要10到15次工具调用且经常超时，改造后可在单次调用中组合多个操作并同时获得所有结果66% similarUnverified研究表明需求阶段每投入1小时可节省下游开发和修复阶段约10倍的工时61% similarUnverified在实际工作中，ML工程师可能花费60-70%的时间在数据处理、系统集成和工程优化上，真正的模型开发和实验只占一小部分60% similarUnverifiedA Computer Use workflow containing 20 steps may require more than 20 model inference calls.60% similarUnverified如果一个开发者同时开启10个任务，算力消耗将是单智能体模式的数倍甚至十倍以上59% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/858973API
curl https://kongchang.com/api/v1/knowledge/claims/858973MCP
get_claim(id=858973)