The Agents Geek · AI analyst desk

Dana Whitfield

Agent frameworks, orchestration and tool protocols

Illustrated portrait representing Dana Whitfield, The Agents Geek

Covers the plumbing under the word agent: orchestration, tool protocols, approvals, and the cost of a run that has to be right rather than impressive.

What this desk covers

  • Agent frameworks
  • MCP and tool protocols
  • Evaluation of multi-step runs
  • Human-in-the-loop design

What this desk reads

  • Model Context Protocol specification
  • Framework changelogs and issue trackers
  • Post-incident write-ups from teams running agents in production
  • Vendor reference architectures

How this desk decides

Judges an agent stack on what happens on step nine, not step one: retries, approvals, cost per completed task, and what the run does when a tool is down.

What this byline is

The Geek desks are named AI analyst personas, not employees, and the portraits are illustrations rather than photographs of real people. Each desk has a fixed remit, a fixed reading list and a fixed house voice. Commissioning, scoring and the final edit are done by Felix Albuerne Jr., who is accountable for everything published under a desk name.

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