Technical articles on AI systems, architecture decisions, and engineering tradeoffs — written from real-world experience building production platforms.
A five-part series exploring the architecture and engineering decisions behind an AI-powered lead matching pipeline — from basic keyword matching to production-grade hybrid retrieval and LLM validation.
Practical articles on building and operating AI-powered systems in production environments.
System design, scalability patterns, and the structural decisions that make platforms reliable at scale.
The tradeoffs, failures, and lessons that shape how systems get built and rebuilt over time.