Vercel

Adversarial Dogfooding Loop

Force all your work through your own product even when it's the wrong tool, so it becomes the right tool

AI as Undermind Mirror

Use a structured five-days-of-questions prompt to make an LLM reflect back patterns you already sense but can't articulate.

Innovation7 steps

AI-First Product Leadership: Hold the Paddles

If AI steers your product, the product leader must own the objective, features, data and infra.

Peak Performance6 steps

Artifact Reverse-Engineering and Backstage Observation

Collect the best artifacts, reverse-engineer their questions, then go watch the sausage get made.

Autonomy as Selfish Leadership

Let people bring themselves to the work; you trade a little visibility for higher velocity, morale, and results.

Strategy5 steps

Backwards From the Peak: Ambition Set by Potential, Not by Numbers

Derive goals from what the thing could be, then work backwards; today's numbers are not the anchor.

Best-Rep Email Cloning

Feed the agent your single best rep's best email, then let it AB-test variants—that's how AI beats your mid-pack.

Be The User Reset (Jobs-to-be-Done)

Zoom out and ask what the user hires your product for — then be that user and ask if you'd even buy what you made.

Break Into AI PM With a Prototype Portfolio

Build a foundation, then ship prototypes that pre-answer the hiring manager's core questions.

Build-and-Bake: Ship the Same Feature Until the Model Catches Up

Prototype ambitious features now, let them sit, and re-release the same shape each time models leap

Peak Performance4 steps

Build Taste by Watching Adjacent Software

Develop design intuition by watching real people use OTHER products, not your own.

Bundling Strategy by Growth Motion

When to bundle products and when a single-product land wins

Capability-Value-Scale Software Maturity

New software passes through three stages — what's possible, then what's valuable, then what scales

Strategy5 steps

Center of Gravity: Customer vs Employee vs Investor

Every company has one true center of gravity — know which, and re-engineer incentives to move it deliberately

Cohort-Gated Private Beta

Onboard early users in small waves so each cohort surfaces new bugs instead of duplicating the last cohort's feedback.

Conversation-Intelligence Deal Diagnosis (the Dealbot)

Run an AI agent over every call, email and Slack to find the real reason you win, lose, and stall

Mindset6 steps

Conviction-Over-Demand Career Navigation

Stop chasing the most in-demand role; chase the conviction where you can make a dent and learn.

Credits-for-Sharing Loop

Pay users in product credits to publicly share what they built — turn usage into free distribution.

Cultivate Agency, Not Skills

When AI hands everyone the skills, agency becomes the only differentiator — and you build it by making things.

CV > EV > TV > ME: The Prioritization Hierarchy

Rank every decision by Customer, then Enterprise, then Team, then self — and detect managers who invert it

De-Ambiguate Upstream: The Brief as a Prompt

Design is slow only when the brief is vague; remove variables upstream like you'd add context to an AI prompt.

Delay the Primal Mark

Stay in low-fidelity blocks and conversation as long as possible before drawing anything that looks real.

Demos Not Memos

The first 10% of every project is now free — so build something to react to instead of writing documents.

Design as Category-Crowding Leverage

The more crowded and mature a category, the more design and brand become the deciding differentiator.

Design in the Material

PMs and designers should code — not to ship, but to master the material and truly understand what they're designing.

Design Tenants (Decision-Making Rules, Not Principles)

Replace feel-good design principles with 3-4 opinionated tenants that settle recurring debates for good.

Detune Precision by Time Horizon

The shorter the horizon, the more detail; keep long-range plans deliberately hazy to avoid false precision

Discover Pain by Watching, Not Asking

Find the real intensity of a problem by watching people work, because they can't self-report it

Sales3 steps

Discovery-Led Selling: Ask, Don't Pitch

Great salespeople talk under half the time and answer a question with a question about the question

Innovation6 steps

Diverge-Then-Converge Roadmap Reset

On a platform shift: drop the roadmap, keep the objective, let teams go crazy, then pick 4-5 bets.

Do It End-to-End Before You Hire For It

If the core team can't crack a function once, a new hire won't rescue it.

Don't Default to the Chatbot: Choosing the Right AI Interface

Reject the intuitive AI copy; ask what problem your business actually needs solved.

Embrace the Imposter: Act Despite Expecting to Fail

Stop trying to feel confident; give yourself permission to fail and take the shot anyway.

Communication6 steps

Engineering Honest Feedback

People withhold feedback because it's risky — your job is to make it safe and rewarding.

Peak Performance4 steps

Engineering the Creative Peak

Single-shot coffee, a two-hour deadline, and a good night's sleep — dial in the state, not just the effort.

Peak Performance3 steps

Exposure Hours

Build taste as a trainable skill by quantifying time spent watching real people use products

Finding High-Leverage AI Ideas

Give AI work a metric, run hackathons, and study what makes AI products feel magical.

Communication3 steps

Flash Tags: Labeling the Intent of Every CEO Message

As you scale, tag every message with its intent so an offhand comment isn't executed as a mandate

Follow the Heat

The company's pressure point moves stage by stage; staff it as it moves.

Follow the Pull

Bet your career on the thing you enjoy, are good at, and others value — even if it's not the plan.

Peak Performance3 steps

Genius-Zone Time Budget

Spend at least 50% of your time on the work you're both great at and love — it's what keeps you showing up.

Give-It-Away Growth Engine

Reclassify free product and AI costs as marketing spend, then give the product away to your best distributors

Go-to-Market as a Product

Design the buying journey as a sequence of experiences, and add value at every touch whether or not they buy

Group Office Hours Accountability Loop

Peer accountability plus a two-week goal cadence that makes lonely founders execute

Hire for Clarity-from-Chaos

Screen for fire-in-the-belly, high agency, and the ability to create clarity out of chaos — proven by work trials

Hire People Bigger Than Their Title

Build a small team of high-caliber people who each own more scope than their role, and screen for it with a paid work trial.

Leadership5 steps

Hire Slow, Fire Fast: The Spiky-Hire Executive Playbook

Beat the 50% executive-failure rate by hiring spiky over well-rounded and running real blind references

Hypothesis-Based Coaching (Explorer, Not Lecturer)

Coach by exploring a well-informed hunch with someone, not lecturing them from data

Identify–Invent–Implement Naming Process

The three-phase discipline Lexicon uses to engineer names, not just brainstorm them.

If You Want to Kill a Plant, Have Two People Water It (The DRI Rule)

Every important cross-functional outcome needs one Directly Responsible Individual with real power

Interview for Design in the DNA

Before joining, verify the founders valued your function from the very beginning; it can't be grafted on later.

Label the Process Stage, Not the Polish

A production-looking prototype no longer means it's production-ready — say the stage out loud

Learn the Tokens, Not the Depth

In the AI era, master the symbolic vocabulary of a domain rather than its exhaustive depth

LLM-Optimized Codebase Architecture

Structure your repo so the AI writes the least code possible — infrastructure absorbs the complexity.

Magic and Science Decision-Making

Replace A/B tests and metric goals with deep shared customer understanding, then decide by informed intuition.

Main Quest vs Side Quest Focus Filter

Filter every opportunity by 'does this advance the main quest, and is it important now or later?'

Maintain Noise in the Market

Ship every day and talk about it constantly so the product feels alive — with tiered big launches on top

Make the Implicit Explicit (Meetings and Decisions)

Force every meeting and decision to declare its purpose, owner, and method out loud

Marketing's Reversibility Advantage: Try Everything, Make Noise

Product changes are near-permanent; marketing changes cost nothing, so experiment relentlessly.

Match the Medium to the Point

When implementation is cheap, the skill is choosing document vs prototype for the point you're making

Milestone-Gated Launch Sequence

Don't spend a dollar on marketing until users start sharing your product unprompted.

Minimum Lovable Product

Viability is no longer enough — the bar is a product people love and want to talk about

Multi-Axis Revenue Segmentation

Plot customers on a graph of size plus the attributes that actually drive your revenue, not size alone

Negotiate From Genuine Indifference

The best position to sell your company is being genuinely fine not selling it.

Nine Nos For Every Yes

Guard product quality with creative restraint — every feature you say yes to is a puppy you must care for forever

Obviously Good, Then Incremental Correctness

Only make obviously good stuff, ship it in iterations, then reconcile the sprawl back to a naked robotic core.

Opinionated Software: Good Defaults Over Flexibility

Ship the one best workflow as a strong default so users spend time on their work, not on configuring your tool.

Self-Mastery6 steps

Outcome-Backwards Skill Acquisition

Pick an outcome that would prove you learned the skill, then work backwards to the experts.

Personal Operating Principles Discovery

Derive how you lead by forcing your values down to three, then plotting your work style

Polarization as a Naming Signal

If the team is comfortable with the name, you don't have the name yet — look for tension.

Peak Performance5 steps

Practice-Until-Your-Worst-Is-Good-Enough Interview Prep

Interviewing is the one skill with zero feedback — so run dozens of mocks in a small peer group.

Practitioner-Sourced Wisdom

The best advice comes from people on the ground doing the thing — not from pontificators.

Innovation2 steps

Press-Release-First Product Ideation

Write the launch press release before you build to keep products marketable

Finance3 steps

Price Like a Product (and Unbundle Deliberately)

Align price to where value and cost actually accrue, and kill defaulted freemium and mis-packed SKUs

Productivity4 steps

Product-First AI Prompting

Steer AI builders by describing the end-user experience ambitiously, then iterate like you're coaching a collaborator

Entrepreneurship4 steps

Product-Market Fit as Segment Territory

Treat PMF not as a binary but as territory won segment by segment, and double down hard on whatever segment is pulling.

Progress Cadence as the Success Signal

Judge a startup by whether each check-in has genuinely new progress, not by hype

Pull, Not Praise: Reading Real Product-Market Fit Signals

Judge customer calls by the questions they ask, not the compliments they give.

Raise Your Happiness Baseline

Big events only move you temporarily — the real lever is lifting the baseline you always return to.

Reading the Signals for Product-Led vs Sales-Led Growth

A decision tree for whether and when to hire your first salespeople

Say the Thing You Think You Cannot Say

Voice the hard observation by detoxifying it into a question you own

Sales3 steps

Sell to Reduce Risk, Not Increase Upside

Four of five buyers buy to avoid pain or reduce risk — anchor the sale there, not on the art of the possible

Ship-Ugly-Then-Polish Craft Loop

Combine shipping fast with fixing fast: get rough builds in front of real users, reserve polish for general release.

Simple, Novel, Emotional: The Shareability Formula

Make it simple, make it show something new, make it feel something — then cut the cleverness.

Single-Channel Build-in-Public Bet

Find the one channel that resonates with your exact audience, then double and triple down.

Small-Pond ICP Narrowing

Constrain your first ICP so tightly that customers talk to each other — then let word of mouth light the fire.

Sound Symbolism Letter Selection

Choose a name's letters for the feelings their sounds evoke, not just their meaning.

Speed-to-Aha Over Best Product

Sometimes the correct product decision hurts the aha moment — cut it and get users to magic faster.

Steering AI to a Non-Obvious Strategy

AI gives predictable strategy when asked lazily — enumerate every input first, then make it argue back

Strategy-Led Planning

A real, pre-aligned product strategy collapses annual planning from six weeks to three days

Taste as a Trainable Model

Taste is a virtual machine in your head that predicts whether your in-group will like an idea — built by reps with feedback.

Taste as Shedding Social Proof

Real taste is recognizing what's great before results prove it — by evaluating ideas stripped of their social and authority proof

The 10-Minute PM Test for GTM-Product Partnership

Hire salespeople with enough product depth that engineers can't tell they aren't a PM

Strategy7 steps

The 10-Point Company Quality Checklist

Ten hard metrics to judge whether a company is worth betting your career on

The 2004 Red Sox Team-Composition Model

Build your leadership bench mostly from homegrown talent, seasoned with a few marquee outside hires

The 30-Day Agent Training Loop

Ingest your docs, then correct the agent an hour a day for 30 days until it performs like your best rep.

The 51-49 Decision Rule

When options are near-even, just pick one fast — more data won't meaningfully improve a close call.

The 95/5 Growth Inversion

In fast-moving AI markets, spend 95% inventing new growth loops and 5% optimizing existing ones

The AI Expertise Layer

Don't outsource all AI to foundation models — keep expertise and measurement to break the quality glass ceiling.

Strategy7 steps

The Carve-Out Cohort Turnaround

To fix a load-bearing product, secede from the metrics system with a small randomized cohort.

Entrepreneurship4 steps

The Chief Agentic GTM Officer Play

Pick one painful problem, one leading vendor, and deploy an agent yourself—50 hours later you're hyper-employable.

The Company Operating System (House Metaphor)

Build a company like a house: founding documents, operating system, and operating cadence

The Competitor-Launch Name Probe

Test a name by pretending a rival just launched it and watching what it makes people imagine.

The Curator Leader (Not the Visionary)

The best product leaders don't own the ideas — they build environments where great ideas bubble up and get chosen

The Design-Partner Pod Model

Give each cross-functional pod 6-12 real customers to co-build with, so features ship pre-validated.

The Dummy Explanation (Escape Your Bubble)

Write every message as if the reader knows nothing about you, your product, or your market.

The Early-Adopter Rejection Math

Reframe customer outreach: reach 10 to find 1, and indifference isn't rejection

The Escape Hatch Principle

Abstractions should let power users drop to raw control when the model doesn't fit their problem

The Fish-and-Water Strength Test

Your real strength is the thing others praise that you think is no big deal.

The Forward-Deployed Engineer Vendor Column

Don't buy AI GTM tools on features—buy on who will actually get on the phone and deploy it with you.

The Four Questions Career Self-Audit

Four honest questions that surface the root causes of a stalled, stressed, or frustrating product career

Sales3 steps

The Friction Commitment Test

Deliberately make the next step hard to filter for buyers who truly want it.

The GTM Agent Deployment Sequence

Roll out AI sales agents in the order of lowest effort and highest ROI: start with support, end with reactivation.

Sales5 steps

The GTM Engineer Agent-Deployment Loop

Turn a sales function into an AI agent by shadowing your best rep, then redeploy the humans up-market

The IKEA Effect for AI Products: Leave Knobs and Levers

Don't automate everything away — give users enough control to feel ownership.

The Incognito Cry Test

Go through your own product as an anonymous customer, find what makes you cry, and buy an agent to fix that.

The In-Product Feedback Loop

Stream user reactions straight into your team's consciousness by building feedback into the product itself

Communication3 steps

The Internal-Signal Quality Bar

It's done when it makes YOU laugh or tear up — not when someone else approves it.

The Lead-Rich Audit

You don't need SaaStr's scale—count your website visitors and untouched CRM leads to see you're already lead-rich.

The Lindy Commitment Test

However long you've sustained something is roughly how much longer you can trust it to last.

Leadership5 steps

The LOCKS Algorithm for Evaluating Founder-CEOs

Five traits that predict whether a founder can actually scale a company: Lovable, Obsessed, Chip, Knowledgeable, Student

The Naming Diamond Exercise

A four-corner worksheet that turns a naming problem into a behavior-and-experience brief.

Peak Performance4 steps

The One-Skill Six-Month Block

Go all in on one skill for 3-6 months: study one example a week, practise it an hour a day.

Leadership5 steps

The Path to the C-Suite

Five career levers plus a work ethic that compound you into an executive

The Pod + Product Staff Team Model

Replace the 13-person specialist team with a 6-person generalist pod plus one summoned specialist

The Product-Market Fit Treadmill

In AI, you must recapture product-market fit every three months as both product and market shift under you

The Relentless Iteration Loop

Read-through, add, repeat 50-100 times, set aside, return — then hand to editors. That's the secret.

The Research Coordinator Role

Borrow the recruiting-coordinator role to schedule all customer research, so PMs never lose time to logistics.

Influence6 steps

The Smallest-Ask Mentor Ladder

Never ask 'will you mentor me?' — ask a two-minute question, then earn the next rung.

The Spiral Method for Learning Fast

Chain expert-to-expert referrals until you hear only repeats — that's how you know you've hit the bullseye.

The Three Cs of Accelerating Word-of-Mouth

Right people, right content, right communities to amplify organic growth

The Three Flavors of AI Product Management

Map any AI PM role into one of three types to target the right skills and job.

The Three Ingredients of Hypergrowth

Beloved product, viral word-of-mouth, and the ability to ride the lightning

The Three Levels of Product Work

Align your role with your default level — impact, execution, or optics — instead of climbing into frustration

The Three-Trait Hire Plus Two AI-Era Premiums

Grit, quick-learning, self-awareness get you hired anywhere — curiosity and putting yourself out there keep you relevant

The Tiny Core Principle

Every enduring product has one tiny thing that is a superpower — find it, protect it, and stop bolting on features.

The Two-Way Door Reality Check

Most decisions that look reversible are one-way doors at your level — pause before you commit

The "What's Holding You Back" Office Hour

Replace status updates with one question that surfaces the single true bottleneck

Three-Team Blind Briefing

Disguise the real assignment across parallel teams so creatives are free to make useful mistakes.

Finance3 steps

Token Budgets as a Trust-Proportional Resource

Kill the token-spend leaderboard; cap AI spend like any resource, sized to trust in someone's ROI judgment

Productivity4 steps

Tuning Your Operating Cadence

Set review rhythm by two signals: too fast if no progress, too slow if content is stale

Values, Not Behaviors: The Culture Car Wash

When you change companies, keep the values that got you hired but recalibrate the behaviors to the new culture.

Value the Technical Co-Founder

Why engineering is the hard part, and how a non-technical founder should actually treat it

Vision-Strategy-Execution Split (and the Controversy Test)

Vision is the destination, strategy is an opinionated path — and a real strategy must be disagreeable

Waiting vs. Wandering: The IC PM Operating Model

Bring energy, wander into the unknown while others wait, and amplify signal with AI.

Leadership6 steps

We Might Be Wrong, But We Are Not Confused

Make being wrong cheap and being confused unacceptable, in both thought and execution.

Communication3 steps

When-It-Leaks Communications Pre-Mortem

At scale you can't test quietly — decide the message before you even know you want to launch

When You Eat a Sandwich, Don't Nibble

Deliver hard news and hard change in one decisive move, then deliberately over-correct

Zone Defense for Product Work

Spread taste-makers out to cover the whole field instead of clustering on the same problem