skylar payneTopic hub
Agents
Examples of building agents and deciding which steps belong in code, which need model judgment, and where a person should review the result.
Start here
- If It Has to Happen, Don’t Put It in the Prompt
A coding workflow with explicit validation and human review.
- Building an Automated Email Reply Agent with Pydantic AI
An implementation example using tools and structured outputs.
Related writing
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When agent instructions turn into all caps rules, the fix is often to move the requirement out of the prompt and into a workflow that can check it.
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A Story of Simplification