Writing
Blog
Thinking on AI systems, automation architecture, and shipping ML in the real world.
AI Agents7 min read
Apr 18, 2026Why AI Agents Fail in Production (And How to Fix It)
NLP9 min read
Apr 4, 2026RAG vs Fine-Tuning: A Decision Framework for Real Projects
ML6 min read
Mar 22, 2026The ML Engineer's Guide to Production Drift
Automation5 min read
Mar 10, 2026How to Scope an Automation Project Without Lying to Yourself
Infrastructure8 min read
Feb 28, 2026Data Infrastructure Before AI: Why the Order Matters
Vision10 min read
Feb 12, 2026