Blog

Writing about product strategy, AI workflows, and building in public.

agents ai AI ai-native-pm architecture building-in-public burnout career confidence-thresholds deployment deterministic-probabilistic economics engineering execution fastapi frameworks full-stack full-stack-pm future-of-work labor leadership life operational org-design p-work personal-brand pm-multiverse product product-management product-thinking productivity risk-management strategy team-design technology

March 2026

9 posts

The Speed Drug: What a 19th-Century Economist Tells Us About Throttling AI's Most Productive Users

Mar 11, 2026 · 10 min read

Every time we've made a productive tool more efficient, we used more of it, not less. AI is no different — except this time the tool is augmenting thinking itself. That changes what happens when you restrict it, and what happens even when you don't.

AI productivity economics technology future-of-work

The Productivity Paradox: Why Technology Makes the Economy More Efficient But Most People No Richer

Mar 10, 2026 · 9 min read

Every decade, technology makes us dramatically more productive. Every decade, GDP growth slows. These two facts should not coexist — and understanding why they do reveals the defining economic tension of our era.

economics technology AI labor product-thinking

Building Teams for P Work: Hiring, Structuring, and Managing Probabilistic Work

Mar 09, 2026 · 18 min read

If P work is the new bottleneck, your team model has to change: who you hire, how you structure ownership, how decisions get made, and what you measure.

AI product-management deterministic-probabilistic p-work team-design leadership org-design

P Work Thresholds, Case Studies, and Your Implementation Checklist

Mar 08, 2026 · 16 min read

When to stop checking, when to keep going, and what actually changes when AI takes over the deterministic layer. Case studies and an implementation checklist.

AI product-management deterministic-probabilistic p-work confidence-thresholds operational

The Three Types of P Work Failures and Where to Put Your Human Checkpoints

Mar 06, 2026 · 11 min read

Hallucinations, misunderstandings, and drift — the three types of P work failures, and exactly where to put your human checkpoints to catch each one.

AI product-management deterministic-probabilistic p-work risk-management

More P = More Burnout: The Hidden Cost of AI Doing Your D Work

Mar 04, 2026 · 10 min read

AI is offloading your deterministic work. Great. But what's left is concentrated probabilistic work — the kind that exhausts humans and compounds risk exponentially across every layer of decision-making.

product-management ai ai-native-pm burnout career

When AI Masters D, P Becomes Your Career Leverage

Mar 03, 2026 · 9 min read

As AI masters deterministic execution, the real leverage shifts to probabilistic work — where ambiguity is the job, errors compound, and someone has to own the consequences.

product-management ai ai-native-pm career strategy

Life in D/P: Your Entire Life Is a Mix of Deterministic and Probabilistic Steps

Mar 02, 2026 · 11 min read

Your morning routine is D→D→D. A job interview is P. Parenting is P→P→P with no guardrails. The D/P framework isn't just for AI products — it's how everything works.

product-management ai ai-native-pm frameworks life

The D/P Framework: Why Every AI Product Is a Mix of Deterministic and Probabilistic Steps

Mar 01, 2026 · 10 min read

Your AI product isn't 'AI-powered.' It's a specific combination of deterministic and probabilistic steps — and knowing which is which changes every decision you make as a PM.

product-management ai ai-native-pm architecture frameworks

February 2026

7 posts

What Is an AI Agent, Really?

Feb 28, 2026 · 9 min read

Everyone's building 'AI agents.' Most of them are just prompts with a loop. Here's what actually makes something an agent — and a walkthrough of how a prompt graduates into one.

ai product-management ai-native-pm agents building-in-public

How I Built PM Multiverse in a Weekend

Feb 25, 2026 · 10 min read

I was tired of PM case studies that feel like homework. So I built a tool where 5 AI personas argue about real product problems — and you vote on who's right. Here's how.

product-management ai building-in-public full-stack-pm pm-multiverse

What Is an AI-Native PM? (And Why It's Not What You Think)

Feb 24, 2026 · 10 min read

Everyone's adding 'AI' to their LinkedIn title. But being an AI-native PM isn't about using ChatGPT for your PRDs. It's a fundamentally different way of thinking about products, teams, and decisions.

product-management ai career ai-native-pm leadership

What Is a Full Stack PM?

Feb 20, 2026 · 2 min read

The next generation of great product managers won't just manage — they'll build.

product-management ai career

How I Built fullstackpm.tech — From Idea to Live in 48 Hours

Feb 15, 2026 · 10 min read

The complete journey of building a portfolio website from scratch: architecture decisions, deployment nightmares, and why being a Full Stack PM means shipping your own products.

product engineering deployment full-stack fastapi personal-brand

Why I'm Building in Public as a Product Manager

Feb 15, 2026 · 2 min read

What changed when I started sharing my roadmap, experiments, and trade-offs in the open.

ai building-in-public product-management

The Birth of the Full Stack PM

Feb 09, 2026 · 5 min read

The product manager role is quietly transforming. The best PMs in 2026 don't just coordinate—they build, experiment, and ship.

product-management full-stack-pm strategy execution leadership