Why Enterprises Are Deploying AI Agents Faster Than They Can Govern Them... And What Leaders Must Do About It In my last post, I explored how agentic AI is reshaping the architecture of product delivery. But there's a harder conversation that most organizations are avoiding: the governance question. Not whether to deploy AI agents, the ship has sailed. The question is whether your organization can actually control the agents it's deploying. The data says probably not. The Num

Why the Next Evolution in Product Delivery Isn't a Methodology… It's an Architecture I have been leading product and delivery teams for a long time. I've watched Scrum replace waterfall. I've watched SAFe get bolted onto organizations that weren't ready for it. I've watched Kanban boards become walls of sticky notes nobody reads. And I've watched each wave of methodology get treated as the final answer. It never is. Right now, something different is happening. This one is not

RAG-IFYING YOUR PRODUCT DELIVERY: HOW RETRIEVAL-AUGMENTED GENERATION CONCEPTS CAN TRANSFORM DELIVERY WORKFLOWS Let me be real with you for a second. If you have been anywhere near digital product delivery in the last few years, you have heard the term RAG thrown around like it is the golden ticket to every AI problem in the enterprise. And honestly? The hype is not entirely wrong. But most of the conversation stays locked inside the world of machine learning engineers and dat

Defining Vibe Coding in My Daily Work Vibe coding, as I practice it, means describing software needs in conversational English, letting an AI like Claude or Grok generate the bulk of the code, and then refining through targeted follow ups rather than typing out every function myself. Andrej Karpathy captured the essence in his viral post: "There's a new kind of coding I call 'vibe coding', where you fully give in to the vibes, embrace exponentials, and forget that the code ev

Design, Consistency & Complexity: Keeping UX and Brand Intact as Products Scale As products grow up and get more complicated, keeping the design user-friendly and on‑brand stops being a "nice UI" problem and becomes a full‑on product strategy problem. You either get intentional about the experience end‑to‑end, or complexity quietly eats your UX, your brand, and eventually your numbers. In this post, we'll walk through what really happens to your product as it grows up: why co

There's a moment that hits a lot of people in fast1paced tech jobs. You're sitting in front of three monitors, eight Slack channels are on fire, PagerDuty is glaring at you like a smoke alarm, and a totally reasonable thought pops into your head: "What if I just threw my phone in a lake and learned to whittle?" You're not broken. You're normal. And there's research behind that urge to go "low-tech" or even "off-grid" outside of work, especially around technostress, digital ov

Don't Fear the Bot: Why AI Mastery is Your Next Essential Skill (And What Happens If You Ignore It) Remember hearing about when people thought electricity would kill them in their sleep? In the 1880s, when electric lights first flickered on in city streets, people called them "devil's fire" and "witch's light". Stories spread that spirits were trapped in wires, waiting to burst out as fire and death. The  New York Tribune  reported in 1889 that citizens genuinely believed tha