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.
RAG & Retrieval
Why Retrieval Quality Is the Hidden Weak Link in RAG Systems
Poor retrieval quality undermines RAG systems. Learn how chunking, metadata, and stale documents sabotage AI accuracy in production.
Software Architecture
Practical Lessons in Software Architecture: Real-World Tradeoffs and Design Decisions
Discover actionable insights and real-world tradeoffs in software architecture for AI engineers and builders building production systems.
Cloud & Infrastructure
Practical Lessons in Cloud & Infrastructure for AI Engineers
Real-world challenges and design patterns for building scalable, cost-efficient, and production-ready AI systems