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
Blog
Thoughts on AI engineering, backend, frontend, and building modern software.
AI Engineering
From Prototype to Production: Building Reliable AI Systems
Turn your AI prototype into a production-ready system with concrete strategies for contracts, fallbacks, and evaluation
AI Engineering
From Demo to Deployment: Engineering Robust AI Features in Production
Building production-ready AI features requires more than a working prototype—here's how to validate inputs, manage latency, and ensure reliability at scale.
AI Engineering
Practical AI Engineering Lessons from Building Production Systems
Learn real-world tradeoffs, failure modes, and design decisions from a senior engineer building AI systems at scale.