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投产时间从9个月压缩到3个多月！这是去年麦仆科技（上海）有限公司在云南一处生产项目跑出的“加速度”。公司董事长邓润华感慨：“以前跨省建厂，疲于两地协调奔波，现在历时3个多月就能投产，这在过去难以想象！”
，更多细节参见PDF资料
Scenario generation + real conversation import - Our scenario generation agent bootstraps your test suite from a description of your agent. But real users find paths no generator anticipates, so we also ingest your production conversations and automatically extract test cases from them. Your coverage evolves as your users do.Mock tool platform - Agents call tools. Running simulations against real APIs is slow and flaky. Our mock tool platform lets you define tool schemas, behavior, and return values so simulations exercise tool selection and decision-making without touching production systems.Deterministic, structured test cases - LLMs are stochastic. A CI test that passes "most of the time" is useless. Rather than free-form prompts, our evaluators are defined as structured conditional action trees: explicit conditions that trigger specific responses, with support for fixed messages when word-for-word precision matters. This means the synthetic user behaves consistently across runs - same branching logic, same inputs - so a failure is a real regression, not noise.Cekura also monitors your live agent traffic. The obvious alternative here is a tracing platform like Langfuse or LangSmith - and they're great tools for debugging individual LLM calls. But conversational agents have a different failure mode: the bug isn't in any single turn, it's in how turns relate to each other. Take a verification flow that requires name, date of birth, and phone number before proceeding - if the agent skips asking for DOB and moves on anyway, every individual turn looks fine in isolation. The failure only becomes visible when you evaluate the full session as a unit. Cekura is built around this from the ground up.
What are VPNs and are they legal?。PDF资料对此有专业解读
时间一旦拉长，变数就藏在其间。，这一点在PDF资料中也有详细论述
国债的收益率与价格呈反比。当国债受到追捧，价格上升，收益率便会下行。冲突发生后，国债收益率下行，意味着其充当了部分的避险资产。