iPod

Adapt the Model, Don't Build One

Post-training is the new pre-training — steer an off-the-shelf model to your outcome instead of pre-training your own

Architect-Then-Delegate AI Product Building

Use AI to prototype and fill scoped sub-segments, but architect and lock the system yourself — don't cognitively surrender.

Beginner's Mind Practice

Deliberately clear the expert's mind to keep every possibility open for the next decision.

Build for Day 365 Retention

The most valuable companies have the highest one-year retention — engineer for it using early social signals

Productivity4 steps

Build It Wrong Before You Know It's Right

Use AI to test a hundred ideas a day as a failure machine, not to polish one idea for three months

Sales5 steps

Customer Zero Launch Motion

Deploy a breakthrough product on yourself first, then use your own results as the sales engine.

Embrace-the-Next-Thing Mindset

Greet each new technology wave with 'I can't wait for the next thing' instead of resentment.

Empowerment Without Anarchy

Leaders place the bets; teams figure out how to win them. Neither top-down nor bottom-up.

Evaluative User Research (Hunt for Reasons They Won't Use It)

Test prototypes to find every reason people won't use it — and never let the researcher go alone

Feature Team vs. Empowered Product Team Diagnostic

Tell in minutes whether your squad is handed features to ship or problems to solve

Find the Cocktail Party

To reinvent social, find where the cocktail party wants to happen and make it rowdy and socially productive

Kill Hope Before Hope Kills You

Separate belief from hope, and refuse to launch until you're collecting winnings instead of making bets

Make Everyone a CEO

Give people a real hill to take with operating control so they do the right thing when you're not in the room

Marketing5 steps

Meet-The-Customer-Where-They-Are Marketing

Put your product into the customer's context and re-tune the message for each adopter tier and market.

Micromanage the Decision, Not the Operation

Sweat only the few details that matter for the customer — control the decision, delegate the doing.

No Linear Success Resilience

Expect the roller coaster: massive issues never stop coming, so build the skin to ride them.

Opinion-Based Decisions for 1.0 Products

For a first-of-its-kind product, empower a tiny 'tastemaker' team to make gut calls — data can't yet exist.

Pain-Plus-New-Technology Idea Selection

Judge what's worth building by pairing a habituated pain with a newly-arrived technology that can finally solve it.

Planning in Seasons

Replace rigid roadmaps with secular 'seasons', loose quarterly OKRs, and deliberate slack

Innovation5 steps

Product as Organism: the metabolic loop

Treat an AI product as a living system that ingests signals, tunes on rewards, and improves with every interaction

Proven Better New

Master the proven, add a verifiable better, gamble one risky new — to stack the odds a product wins

Solution-Weighted Discovery

Spend a little time validating the problem; spend most of it winning on the solution

Entrepreneurship3 steps

Start Embarrassingly Small

The more ambitious you are, the humbler your starting point should be — begin at 1,000 feet, not 100,000

Stay Close to the Metal

The best product CEOs micromanage the pixel-level details and are the first and last mile of the product

Tactic-to-Strategy Discovery

Run many small experiments in parallel, then scale the one that breaks through into your strategy.

Teaching Hospital and Tech Assistant

Transfer your product instincts by working in the open and cloning a shadow who becomes a mini-you

The Best-Teams Adoption Heuristic

Adopt a practice only if several of the best teams already use it — then strip the culture from the technique

The Diseases of a Devolving Product Company

Four diagnosable diseases that turn a great product company into a feature factory

Strategy3 steps

The Enterprise AI Adoption Ladder

Three sequential stages that separate companies winning with AI from those spinning their wheels

The Feature Team vs Empowered Product Team Diagnostic

Diagnose whether your team ships output or owns outcomes — and what that means for the PM role.

Entrepreneurship4 steps

The Founder's First-PM Timing Rule

The founder IS the product manager until scale forces the handoff — around 20 to 25 engineers.

The Four Product Risks and Their Owners

Valuable, usable, feasible, viable — any one fails and the product fails

The One-Quarter Empowered Team Experiment

Convert a single feature team into an empowered product team in one low-risk quarter

Leadership3 steps

The Orchestra Leader Model

A great founder conducts every function at once, not just the instrument they love to play.

Self-Mastery4 steps

The Product Manager's Four Areas of Homework

The four knowledge domains a PM must own because nobody else on the team can bring them

Strategy5 steps

The Product Operating Model

Three dimensions and four competencies that separate companies that consistently innovate from the rest.

Entrepreneurship4 steps

The Three Generations Rule

Make the product, fix the product, then fix the business — innovation almost never lands in one generation.

The Three Sacred Accesses

Delegate anything off the PM's plate except direct access to customers, engineers, and stakeholders

Self-Mastery5 steps

The Value and Viability Skill Ladder

Climb from backlog administrator to real product manager by owning the two risks nobody else can.

Think First, Then Challenge with AI

Reverse the default AI workflow: form your own answer, then use the model to attack it.

Communication4 steps

Truthful Storytelling Through Relentless Refinement

Sell the why, not the what — and refine the story out loud on real listeners until it comes off effortlessly.

Strategy3 steps

Win on the Platform, Not the Features

Durable products win on invisible infrastructure — reliability, reach, privacy — not on the feature list