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Plans Before Action: What XAgent Can Learn from Pre-Act's Cognitive Blueprint

TL;DR for operators Pre-Act is a useful reminder that enterprise agents do not fail only because they choose the wrong tool. They fail because they lose the plot. A customer asks for help, the agent gathers one fact, calls one API, sees an unexpected result, and then behaves as if the workflow has reset. Charming, in the same way a lift that forgets floors is charming. ...

May 18, 2025 · 18 min · Zelina