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
Blog
Thoughts on AI engineering, backend, frontend, and building modern software.
Prompt Engineering
Mastering Prompt Engineering: Real-World Lessons for AI Engineers
Real-world lessons on prompt engineering for AI engineers, software builders, and technical founders.
RAG & Retrieval
Practical Lessons in RAG & Retrieval: Building Reliable AI Systems in Production
Real-world challenges and design decisions in implementing Retrieval-Augmented Generation for production AI systems
AI Agents
Building Production-Grade AI Agents: Lessons from the Trenches
Learn real-world strategies for building reliable AI agents in production, including tradeoffs, failure modes, and design patterns from a senior engineer's perspective.