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.
Prompt Engineering
Prompt Contracts as API Contracts: Structuring AI Outputs for Production Reliability
How structured prompt contracts prevent ambiguity in AI systems, ensuring reliable and predictable outputs in production environments
Backend Engineering
API Boundaries for AI: Designing Reliable Model Call Endpoints
How to design robust backend APIs for AI models with clear boundaries, timeouts, and error handling.