AI Engineering
From Prototype to Production: Structuring AI Outputs as API Contracts
How to turn experimental prompts into reliable AI services with structured outputs and fallback strategies
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Thoughts on AI engineering, backend, frontend, and building modern software.
Prompt Engineering
Structuring AI Outputs: How Prompt Contracts Prevent Ambiguity in Production Systems
Structured outputs as an API contract between code and models. Learn how to design reliable, predictable AI systems with clear boundaries, testable edge cases, and role separation.