Writing

March 2026

Why MCP Search Isn't Enough: The Case for Agentic RAG

Everyone's excited about MCP-based federated search. But when you have billions of enterprise documents, federation hits a wall. Here's what comes next.

March 2026

How a SharePoint Bug Taught Me to Think in Systems

I found a security vulnerability hiding inside routine escalation tickets. It changed how I approach product work — from fighting fires to finding patterns.

February 2026

When the Right Answer Is No: Saying No to General Motors

We spent weeks on discovery for a WhatsApp integration. Then we killed it — even though one of the world's largest companies was asking for it. Here's why.