Insights
Thinking on AI systems, architecture, and the decisions that hold up once a product meets real users.
Designing AI Agents for Real Workflows, Not Demos
Most AI agent demos fall apart in production. Here's what actually holds up once real data and real edge cases show up.
Jun 2, 2026 · 7 min read
Building RAG Systems That Don't Hallucinate on Your Own Data
Retrieval quality matters more than model choice. A practical breakdown of what separates reliable RAG from brittle RAG.
May 18, 2026 · 6 min read
Modernizing Legacy Systems Without Stopping the Business
A phased approach to migrating off brittle legacy infrastructure while the business keeps running underneath you.
Apr 27, 2026 · 8 min read
Architecture Decisions That Actually Age Well
The difference between architecture that scales gracefully and architecture that turns into a rewrite eighteen months later.
Apr 9, 2026 · 5 min read
Design Systems for Teams That Ship Every Week
How to build a design system that speeds teams up instead of becoming another thing they have to maintain.
Mar 22, 2026 · 6 min read
Getting Cloud Costs Under Control Without Guesswork
A practical framework for finding where cloud spend is actually going before you start cutting things.
Mar 5, 2026 · 5 min read