Field notes

Practical notes on reliable AI systems.

Lessons from building agentic workflows, MCP integrations, and the product systems that make AI useful in production.

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4 min read

From full-stack engineering to applied AI

How I learned to value systems people can trust—and why that led me from full-stack product engineering to applied AI.

CareerApplied AIEngineering