AlreadyRan field notes

Build AI work you can inspect.

Practical notes on prompts, focused AI Tools, recoverable workflows, evaluation, and the handoffs between them.

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Workflow design

Prompt, AI Tool, or Workflow? Start with the handoff

A practical boundary test for deciding whether an AI task should remain one prompt, become a focused tool, or grow into a recoverable workflow.

Evaluation

How to evaluate an AI Tool before you automate it

A compact evaluation method for checking task completion, grounding, failure behavior, and recovery before an AI Tool becomes part of a larger workflow.