Perspectives
Where I write about delivery, leadership, and how the industry is changing. Only when I have something worth saying, not on a schedule.
The essays below represent my original strategic premises, but the editing process is intentionally adversarial. I flesh out my initial arguments and talking points, then deploy a custom multi-agent AI workflow designed explicitly to challenge my logic, poke holes in my frameworks, and argue the counterpoints. I refine the text against that friction. If a delivery framework can’t survive a rigorous testing loop, it shouldn’t be published, and it shouldn’t be brought into an enterprise.
The Death of Status Tracking
What actually changes about program leadership as AI reshapes the parts of the job that used to be pure status-tracking.
Applying Lean Architecture to Generative AI Waste
Injecting generative AI into a broken process doesn't create acceleration. It creates automated chaos. Why Lean and Six Sigma are the baseline defense against a new kind of digital waste.
The Cost of Modern Stewardship
Servant leadership isn't a soft management style. It's a demanding operational framework built on asymmetric accountability, ruthless time triage, and empathy that tells the truth instead of protecting feelings.
The Accountability Proxy
Project Manager, Scrum Master, Agile Delivery Manager aren't sequential versions of the same job. They're three different accountability models built for three different kinds of complexity, and choosing between them is an architectural decision.
The AI Resume Trap
Everyone's resume sounds the same now. I started noticing the patterns in how people prompt these tools, and what it's actually costing them.