Hot take: Most “AI coding failures” are not model failures. They are governance failures. I recently shipped an update to my Firefox extension. It was a classic “vibe coding” win: fast implementation, clean builds, immediate gratification. Then a real-world edge case surfaced a regression my automation missed. The lesson? AI didn’t break my release. My process did. Now every release I ship follows a Trust Contract : AI evidence, automation checks, and human sign-off. In a wor

A Pragmatic Disruptor’s Guide to the New Dawn of Connected Healthcare The headlines are buzzing: OpenAI has officially entered the healthcare arena with ChatGPT Health . By partnering with b.well Connected Health to tap into FHIR-based APIs, they’ve effectively turned the "digital front door" into a conversational reality. Patients can now connect their medical records, wearables, and wellness apps to a single AI interface. For the consumer, it’s a new dawn of clarity. For th

The headlines are loud: AI is coming for knowledge work. But as a Pragmatic Disruptor, I see past the hype. AI isn't here to replace the Agile Product Owner (PO)—it's here to transform the role from a hands-on documentarian to a strategic orchestrator. The day-to-day work is shifting from generating content to managing the AI agents that generate it. Product Owners Using AI The new core competency for the PO is no longer measured in stories written per sprint, but in the go