Long-form notes on delivering digital commerce and building AI agents inside real client work.
2026-07-10 · 7 min
Two agent stacks, one delivery lead's view — where Claude's tool use and MCP model win, where Microsoft Foundry earns its keep, and the mistake teams make when they scope agent work like ordinary software.
2026-06-28 · 6 min
A page built for human eyes is close to invisible to an agent. So my portfolio ships a real MCP server, in-page tools, and plain-text profiles — and turns the smallest site I own into a lab for the agentic web.
2026-06-15 · 6 min
The technology is new. The way agent projects fail is old — and e-commerce replatforms already taught me most of the fixes.