AI Agent Intake Packets: Framing Work Before It Starts

Sat, 23 May 2026 00:00:00 +0000

An AI agent usually fails before it begins. The failure is not always in the model, the tool, or the final answer. It often sits in the first handoff, where a person gives the delegate a loose task and assumes the surrounding context will travel with it. Humans do this to each other all the time. A teammate hears the background in a hallway, remembers the politics of the project, recognizes the file names, and knows which system is not to be touched. An agent does not inherit that shared history unless the workflow gives it a usable shape.

Task Intake on Fondsites

AI Agent Intake Packets: Framing Work Before It Starts