Jeremy Cleland.

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Cover image for Cutting the Coordination Tax: Redesign One Workflow First

Cutting the Coordination Tax: Redesign One Workflow First

Most cycle time in complex work is coordination—not the task. Agentic AI pays off when one recurring workflow is redesigned around that tax, with human judgment where accountability sits.

Agentic AIWorkflow RedesignCoordination Tax+7
Jeremy Cleland
Cover image for How I Evaluate Production AI Agents: Three Layers, One Public Repo

How I Evaluate Production AI Agents: Three Layers, One Public Repo

Deterministic tool tests, trajectory invariants, and outcome checks against observable state. A working three-layer evaluation stack, shown through a public MCP agent repo, including the parts that did not work.

Agent EvaluationMCPModel Context Protocol+9
Jeremy Cleland