Talking to machines

Don't shoot yourself in the foot with AI

A three-pillar framework for staying cognitively in charge with AI—problem, solution space, and evaluation—so you gain productivity without weakening how you think.

So what now? – When execution becomes a commodity

The software value chain is shifting from manpower to leverage—agent teams commoditize execution, while strategy, orchestration, and small elite teams become the multiplier.

What AI Coding Agents Teach Us About Clarity

Coding with AI agents mirrors how clearly you communicate—prompt length and detail predict outcomes, and spec-driven workflows are the natural next step.

The Power of Conversation Simulation — AI Rehearsal

Simulated dialogues between a customer persona and an AI advisor sample the conversation space, surface blind spots, and speed up QA before real users arrive.

Beyond Vibe Coding

Vibe coding is here to stay—for me it is about raw productivity, disciplined review, and cognitive implants for experienced engineers. Plus how the PM–developer ratio is shifting.

Apply machine learning to your life

A thinking framework for everyday optimization—and how machine learning terminology maps cleanly onto how we already learn and improve.

Creating value with AI

AI is just one part of your car's engine. The rest of the car must function well to win the race.