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What a week with the MCP server taught us about agent workflows

We watched 40 teams connect an AI assistant to the library for the first time. Three habits separated the ones who shipped from the ones who stalled.

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In short

We watched 40 teams connect an AI assistant to the library for the first time. Three habits separated the ones who shipped from the ones who stalled.

Key takeaways

  • The short version is in the first paragraph.
  • Each section stands on its own if you skim.
  • Links at the end point to the sections we used.

We watched 40 teams connect an AI assistant to the library for the first time. Three habits separated the ones who shipped from the ones who stalled.

Where to start#

Start with the question your reader arrives with, then answer it before anything else.

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