The hard truth about career growth: you do not get promoted, you get redefined bencoding.com/2026/02/14/the…

AI-first doesn’t fail because you picked the wrong tech. It fails because you built a low-density team and asked it to move at high speed. Talent density is the strategy. AI amplifies your best people. It also amplifies your gaps. bencoding.com/2026/04/27/tal…

The prompt is not the product. Too many teams are over-documenting instructions for the model and under-documenting the business outcome. Models will change. Prompts will change. Frameworks will change. Your Outcome Spec should not. bencoding.com/2026/06/29/the… #AI #AIEngineering

AI is giving software a new user: the agent. * UX made software easier to use. * DX made software easier to build on. * AX will make software easier to operate through. That is where the next advantage gets built. bencoding.com/2026/06/22/ax-… #AI #AgentExperience

AI does not create a straight line to productivity. It creates a J curve. bencoding.com/2026/06/15/the… #AI #DigitalTransformation

For years, leaders could win the room by saying, “We’re investing in AI.” It sounded like vision. It implied momentum. It created cover for experimentation. In 2026, it sounds like you are simply showing up. bencoding.com/2026/03/16/jus… #DigitalTransformation

AI made information cheap. Judgment just got expensive. In product leadership, judgment is knowledge plus taste: knowing what matters, what to ignore, and what will age well. bencoding.com/2026/06/01/jud…

Triads aren’t dead. They’re being invaded. AI makes output cheap and options infinite. The new bottleneck is judgment, experience, integrity. Stop staffing triads like a ratio. Run them like an editorial board. Ship Measure impact, not activity. 👽🚀 bencoding.com/2026/05/25/tri…

Alliances Partnerships earn their keep when they reliably produce a specific kind of leverage.... bencoding.com/2026/02/23/all… #ProductStrategy #DigitalTransformation

The AI economy is not eliminating leadership. It is removing leadership that exists to manage distance. That is the new job. Design the machine that builds the product, not just the product itself. bencoding.com/2026/05/04/the…

It is the moment when a messy idea turns into something you can click, react to, and show your board with confidence. And in 2026, with copilots, agents, and “vibe-coded” prototypes, the demo is getting easier to manufacture than ever. That is the trap... bencoding.com/2026/04/20/dem…