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Moda

Moda

Moda 為代理人提供監測與分析,揭示幻覺、懶惰、健忘與工具呼叫失敗等模式,並分析用戶沮喪、淨推薦分數、留存與流失,協助從實際使用中學習改進代理人。

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Moda is the monitoring & analytics layer for agents. It surfaces patterns across agent hallucinations, laziness, forgetfulness, and tool call failures. While also providing analytics on user frustration, net promoter score, retention, and churn rates.

In the next 10 years, with more AI agents spawning and trying to get PMF, developing an agent that actually works for users is critical. Everyone has access to the same models, thus the ones that win on a product level will be the ones who learn fastest from real usage. Moda is that learning layer.

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