Thoughts on building
Practical lessons from implementing Model Context Protocol in a production e-commerce platform.
What I learned building guardrails around tool-calling models that narrate instead of act, log data on hypothetical questions, and get stuck in infinite loops.
Why a single model can't do everything well, and how I route across five different models based on task requirements in a production AI application.
Why hands-on technical work makes you a better leader, not a worse one — and how the industry got this backwards.
How twenty years of e-commerce platform evolution led to a moment where AI agents are the next composable interface — and what that means for platform builders.