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2x Activation Energy for Change

A new bet must grow at a multiple of your baseline to matter—don't dribble it in.

Adjacent User Theory

Find growth by understanding and dogfooding the product as the next user just outside your current base.

Ad Strength Hole-in-the-Ship Diagnostic

Use Google's brand vs non-brand ad-strength report to find the one fix that lifts the whole account

Advise Like an Investor: The Company Selection Filter

Your advisory portfolio is an investment portfolio — pick for the liquidity event, not the logo

Advocate Yourself Out of a Job

Argue for the company-optimal allocation of your team even when it defunds you — and read the response.

Aha Moment Discovery via Correlation-Then-Experiment

Brainstorm high-value actions, correlate them with conversion and retention, then experiment to prove causation

AI Answer Box Keyword Triage

Segment your keywords by intent, quarantine the informational ones, and start teaching the AI

AI as Your Personalized Just-In-Time Tutor

Feed AI a curriculum tuned to how you learn, then prove understanding by teaching it back.

Alignment-First Founder Meeting Protocol

Open every high-stakes meeting by locking success criteria, then anchor back to them when a combustible leader derails.

Anticipated Regret Decision Test

Ask '10 years from now, what will I regret if I don't learn or do this now?' to unlock action.

April Dunford's Five-Step Positioning Framework

Position a product by starting from what you must beat, not from a market category.

Artificial Density Testing

Manually cram enough users into one cluster to get a clean yes/no on a social product

Asking for Help Well

Ask for advice, not answers — the counterintuitive skill that separates who rises from who stalls.

Assessing Whether SEO Is Right for Your Product

Judge SEO fit by two signals — a large addressable market and existing domain authority.

A Stable of Mentors

Keep three or four mentors on a rotating monthly schedule so you always have someone to talk to.

Autonomy at the VP Level

Place decision autonomy at the VP layer — not the leaves, not the top — to maximize thinking without producing chaos.

Avoidance Reversal

Whatever emotion you avoid, you invite — in exactly the way you avoid it. Backward-engineer any problem.

B2B Channel Sequencing Ladder

Turn on growth channels in a fixed order, cheapest-and-least-scalable first, because each later channel needs the customer knowledge the earlier ones produce.

Back-Channel Reference Digging

Trust peer back-channels over provided references, and probe harder than feels comfortable.

Barrels and Ammunition

Adding headcount doesn't add output — only adding people who drive initiatives end-to-end does.

Belsky's Founder Bet Checklist

Back mission-driven, pragmatically pessimistic founders building products with a clear object model.

Benefit-Priming Questions (Good Friction)

Add a step to your signup flow — a question that makes users think about the benefit — and conversion goes up.

Best-for-the-Role, Not Best-in-Market

Hire for the specific mandate at this specific stage, not the most impressive resume available.

Best-Idea-Wins Culture: Speak Up, Then Commit

Engineer a culture where the junior person's idea can win — then walk the chosen path decisively.

Bias Interrupters for Introvert-Safe Decisions

Design meetings so the loudest 20% can't take 80% of the air — vote offline, then go round the circle.

Bloom's Taxonomy as a Coaching Diagnostic

Pinpoint where a struggling PM or manager breaks down along the ladder of critical thinking, then fill that gap.

Build for Day 365 Retention

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

Building the PLG Team and Org

Start with a growth PM and an analyst, then formalize into a cross-functional PLG org with three growth heads

Build in Private (Best Work Is Done Alone and Quietly)

Skip the public-building playbook and pour your limited time into customers and product instead.

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

Build on Undiscovered Talent

Beat better-funded incumbents by hiring people the market's hiring machines systematically misprice.

Build the Company Only You Could Build

Reject the pivot-and-blitzscale playbook; commit to the one idea that dies without you.

Build With, Not For: The Product Lab Cohort

Stand up a permanent invite-only user cohort so no fundamental change ever ships cold.

Build Zero-to-One in the Dark

Inside a big company, new products die of attention. Ask for less scrutiny, fewer resources, and room to fail.

Burnout vs Depression Self-Diagnosis

Tell exhaustion apart from depression by checking whether the flatness spreads beyond work.

Candidate Market Fit

Position yourself as a narrow spear, not a net — three-to-four attributes the market actually wants.

Canonical Everything

One canonical doc, one vocabulary, one owner per stream — the source of extreme clarity.

Capacity-Red Headcount Justification

Add headcount only when a days-committed-vs-days-in-quarter calculator stays red after cutting low-value work

Cap Table as a Growth Strategy

Recruit influential founders and operators onto your cap table so they become your earliest, most credible customers and evangelists.

Category-Attribute Fit

Don't pick a market then decide how to win. Work out what wins there, and only pick markets where that's who you are.

Centralized vs. Decentralized Org Choice

Pick your org model from your product strategy: speed (Amazon) or unified experience (Apple), and accept its cost.

Channel Diversification Before the Drought

A one-channel growth company is always a no-no — turn on the second channel while the first still works.

Clarity Over Cleverness

Lean into understood standards instead of reinventing them, and you get leverage for free

Cohort-Gated Private Beta

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

Come In Listening, Not Swinging

Earn trust before you inflict change: the first 90 days of a leader inheriting a team.

Comically-Narrow Bullseye Definition (Inclusion / Exclusion / Triggers)

Narrow your target to ~seven concrete attributes across three buckets so everyone agrees these people will say yes

Communication6 steps

Communication Is The Job

Impact happens only through artifacts and words — so map the mental model before you speak.

Community as an Economy

Help your fans make a living from your product and their income becomes your distribution

Complaint Storms

A team ritual to see your own product with fresh, critical eyes — by first ripping apart someone else's.

Complementary Format Integration

Bring a proven new format into a mature product so it expands, not contorts, the core

Conditional-Layer Validation

Reduce a consumer product to ~4 things that must be true and validate them one at a time

Conditioned Response Interception

Spot the reflex, intercept it, choose differently: a 30-year narrative, rewritten daily

Content Market Fit

Treat content like a product: pick an audience, find their pain, and ship a painkiller

Contribution-Margin Payback Period over CAC

Judge acquisition ROI by how many months of contribution-margin profit it takes to repay CAC, not by CAC or LTV:CAC.

Controllable Goals

Set goals inside your control (inputs), not outcomes you can't guarantee

Conversation as Ping-Pong (Give-to-Get)

Index toward asking questions, but hit the ball back and forth instead of interrogating or monologuing.

Conviction-Gated Team Scaling

Start tiny to earn conviction, then staff up enough to actually ship the best version

Conviction Staffing

Staff speculative projects with people obsessed with the idea, not with whoever happens to be free.

Copy Comps' Zero-to-One, Not Their Growth Hacking

Ignore late-stage growth tactics with no users — study what your archetype did to get its first 1,000

Criticism Triage Under Public Controversy

Separate valid criticism from power-shift noise by going and being your own user.

Criticize in Public

Deliver negative feedback in front of the team so the whole system learns the issue is seen and being handled.

Cross-Subgraph Resonance Testing (Metaphor Forging)

Test framings live across unconnected audiences; the ones that land in distant subgraphs will travel.

Culture-Add Interview Diligence

Interview the company back with adjective and endemic-problem questions to judge culture before you accept.

Cut Scope, Not Quality

When time is short, strip features down to the core instead of shipping the same feature badly

Daily Experiments With the Inner Critic

Stop fighting the critical voice in your head. Run a new response experiment on it every day.

Day One vs Day 100 Feature Packaging

Free the features that create the aha moment; monetize the features whose value only emerges at scale.

Deal Speed and Default Optimism

Codify the values you already have, not the ones you wish you had.

Decompose-and-Ensemble

Break a broad problem into specific tasks, then solve each with a specialized model in an ensemble.

Decompose the Strategy You Disagree With Into Hypotheses

Break a plan you doubt into assumptions, find the one you reject, and design the smallest test.

Deep Human Evaluation Over Leaderboards

Measure real progress with experts who work through the answer, not crowds who vibe for two seconds.

Deep Work vs. Ping-Pong Day Design

Split every day into deep work and reactive time, and refuse to open Slack before noon.

Deferred-Buyout Creative Pricing

Keep the exploration phase cheap by billing rights separately, so a late pivot doesn't mean you already paid to own dead work.

Define Success Before You Prompt

The clearer your definition of success and failure, the better the work you get from people or AI.

Define the Mandate Before You Search

Get granular on the outcome, spike, and 90-day plan before opening a product-leader search.

Define What Problem Matters

The single highest-leverage PM skill: get crystal clear on which problem you're solving, first

De-Risking the High-Stakes Meeting

Turn important meetings from big-reveal gambles into pre-worked, question-proof conversations.

Design as Category-Crowding Leverage

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

Designing a Zero-to-One Incubator Inside a Giant

Fix the incentive system and the time horizon first — everything else about internal incubation follows.

Design the Dream Objective Function

You become what you measure — so measure the rich thing you actually want, not the easy proxy.

Design Your Day (Calendar as Canvas + Groundhog Day Iteration)

Draw the day you want on the calendar, run it, see what actually happened, adjust, repeat

Diagnose With Data, Treat With Design

Data tells you where the problem is; only a creative process tells you how to solve it.

Dictate-and-Template AI Story Scaling

Prime ChatGPT with your team's exact template, then dictate context naturally to generate an org's worth of specs.

Differentiation vs Table Stakes

Balance the roadmap between what attracts new customers and what they require to switch at all

Dimensionality: Every Strength Is Its Own Weakness

See yourself as infinite dimensions so feedback becomes data, not an identity threat.

Disassemble the Lego Set

Don't digitize the old thing — reassemble the pieces into an experience native to the new platform.

Dissolve the Roles: Build Small Builder Teams

Shrink teams and drop role labels so AI-empowered individuals own the whole problem.

Documentation vs Storytelling Safety Framework

Sort every AI-video use case into documenting reality (block) or storytelling (enable)

Do Half, Then Go on a Killing Spree

Build half the features, then remove things until the one core action runs at 10x velocity.

Dollar-Driven Discovery

Test the dollar potential of a hypothesis, not just whether customers 'like' the idea

Don't Compete With What You Bought

The classic acquisition killer: building a rival in-house version of the thing you just acquired.

Do the Opposite

Study what everyone's doing not to copy it, but to find the 180 that stands out.

Double Down on the Pull

When something you made gets unexpected traction, drop the plan and lean all-in

Dress to Signal Effort, Not Expense

Fit beats brand, dress one level up, and ask when you don't know the code.

Dynamic North Star Metrics

Hold a North Star for at least six months, then be willing to abandon it

Earn the Right to Teach

Build real depth and pedigree first — then your writing has something worth reading

Eigenquestions (Finding the Question That Drives the Answer)

Find the one or two questions whose answers collapse a complex decision into clear quadrants.

Emotional Fluidity (Emotional Inquiry)

Unkink the hose: welcome, feel and physically express emotions instead of managing them.

Communication6 steps

Energy-Aligned Writing

Write only what energises you, only what overlaps your job, and publish nearly all of it.

Enterprise Price-Ceiling Discovery

Keep asking for more until deals break; losing 20-30% to price is how you find the ceiling.

Escape-Velocity Activation Metric

Identify the specific actions a user must take in their first window to become durably active, then make one team obsess over driving them.

Eval-Driven Product Development

Design the test for your AI product alongside the product, then hill-climb the model against it.

Evidence-First Intervention Design

Literature review, then hypothesis, then 30 variants, then relative testing — never show users one design.

Execution Beats Strategy

Perfect strategy with poor execution teaches you nothing. Good-enough strategy with perfect execution compounds.

Expand, Don't Shrink

Insert a step between receiving feedback and acting on it — then answer it by adding tools, never by getting smaller.

Experiment Only When You Need To

Treat A/B tests as risk mitigation, not as the default proof of impact

Explain-It-to-Prove-You-Understand-It

Force yourself and others to explain decisions; if you can't articulate it, you probably don't understand it.

Exponential Feedback via the Competency Lens

Give feedback on root-cause behaviors, not surface symptoms, so it compounds — use a competency rubric as the diagnostic lens.

Peak Performance3 steps

Exposure Hours

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

Fail Conclusively (Maximize the Treatment Effect)

Design experiments that kill an idea for good, so no future exec can resurrect it.

Fairer Marketplace Rating System Design

Fight rating inflation and averaging bias with renormed labels, priors, blind reviews, and the sound of silence.

Fall in Love with the Problem

Start every venture with a validated problem, not a solution, so the problem becomes your North Star.

False Positive Risk and the Replication Protocol

A p<0.05 win can be 26% likely false when idea success rates are low — replicate borderline results

Fault-Tolerant User Interfaces

Design your UI to match the real hit-rate of your machine learning, not a fantasy of 100% accuracy.

Fear Gives Bad Advice (The Prediction Bet)

When gripped by fear, do the opposite of your gut — and use a bet to prove it to yourself

Fear-Origin Audit for Product Bets

Products built from competitive fear fail; audit the motivation before you audit the roadmap.

Feedback as a Daily Practice: Opt-In, Check Intention, Name the Difficulty

Make feedback frequent and safe by pre-agreeing to it, checking your motive, and admitting it's hard.

Communication6 steps

Feeling-First Product Metaphor

Pick the feeling, name where you last felt it, and let the metaphor make a thousand small decisions for you.

Find Sparring Partners, Not Mentors or Coaches

Seek peers in the ring with you who'll throw real punches—not advice from the sidelines.

Find the Cocktail Party

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

First-Principles Future Visualization

Build vision by vividly imagining the far future, then extracting what must be true

Five Principles to Live By

Build, test and refine five simple principles — then decisions get made automatically.

Five-Star Meetings

Make every meeting one people love leaving. The ones that stay bad are a map of your company's real problems.

Float Down River (Surrender Over Summit)

Stop climbing mountains that only reveal more mountains: go mummy mode and follow the current

Forest Time

Schedule intentional monthly time to leave the trees and survey the forest — because good aim precedes huge investment.

Foundational Insight Over Customer Research

For consumer and SMB products, customer feedback is directionally wrong — build from your own insight instead.

Four Leverage Buckets: Where to Start Your PLG Motion

Choose your first PLG investment among acquisition, activation, conversion, and retention by fit and leverage

Freemium Decision Framework (What to Make Free)

Make a feature free if it drives your growth model; gate it if it creates friction for growth.

Strategy2 steps

Freemium Two-Product Rule

Make the free tier good enough to spark word of mouth and the paid tier different enough to justify upgrading

Friction Injection for Behavior Suppression

To make people do less of something, add logistical AND cognitive friction at the moment of the hot decision.

From Victim Consciousness to Radical Responsibility

Shift from 'life happens to me' to 'I author my response' to reclaim agency

Frontier of Understanding (Goal by Risk Type)

Before committing to an outcome goal, set the goal at the true edge of what your team knows — understanding, dependency, execution, or strategic risk.

Full-Stack Relationship Orgs

Replace support, success, research, PR and marketing with two teams that own a human relationship end to end.

Functions and Missions: The Two-Axis Org

Craft and careers live in functions; delivery lives in cross-functional missions with three flavours

Fundamentally Different, Not Incrementally Better

Only a fundamentally different experience gets customers to tell their friends about it.

Gardening Over Building (Farming for Miracles)

Plant many cheap compounding seeds instead of manufacturing outcomes with brute effort.

Goal-Talent-Purpose-Process: Managing People and AI With One Playbook

Treat managing agents like managing people: same four levers, different resources.

Growth Accounting

Measure net growth as new minus churned plus resurrected to find your real lever.

Growth Is a Game of Inches

Don't chase the step function. Ship 20 bets at 20% instead of 4 perfect ones — then raise the hit rate.

Growth Is a System (Acquisition–Retention–Monetization)

Change one part of the growth system and you change them all—so fix the true source.

Growth Team as a Rigor Forcing Function

Hire a growth leader early — the second-order effect is that it exposes everything you haven't measured.

Guided Onboarding Wizard

Replace tooltips with an immersive wizard that builds the user's first workflow with them

Guild Nights

Six interesting people, one topic, at your house, catered — the highest-ROI network you can build

Happy GMV and Minimum Viable Happiness

Track only the GMV that produced a retained customer, and boil the thimble until it clears the bar

Hard-Bar Activation Metric Selection

Pick the activation metric only 5-15% of users hit, then decompose it into levers

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.

Hiring as Marketing, Sales and Product

Run recruiting like a business funnel — brand, discovery call, and an iterative role spec

Hiring on Skills, Attributes, and Values

Evaluate people in three dimensions — skills, attributes, and values — not skills alone, which is only ~50% predictive.

Human-in-the-Loop Algorithm Design

Decide explicitly what the algorithm owns, what the human owns, and how the handoff works.

Humble Inquiry Interview Mode

Interview to learn, not to sell — lower your status, smile, and weight past behavior over stated intent

Humor as a Calibrated Mastery Signal

A joke landed right up the line proves you own the room; keep a ranked joke file to do it on demand.

Hypothesis-Driven Experimentation: Learning as a Win

Reframe experiments from winners/losers to hypotheses; run more, run shorter, and carry priors forward.

Hypothesis-First Customer Discovery

Bring a crisp hypothesis to the interview — then be its judge, not its lawyer.

ICE Prioritization

Score every experiment idea on Impact, Confidence and Ease to run a high-velocity testing program fairly

ICE Prioritization (Impact, Confidence, Ease)

Score each idea on Impact, Confidence, and Ease to bubble the best ideas up without over-engineering the math

Identify–Invent–Implement Naming Process

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

Identity Threat to Curiosity

Your worst behaviour comes from identity threat — turn the clench into 'fascinating, tell me more'.

Impact = Environment × Skills

Audit your career by scoring the environment variables and skill variables that gate your impact.

Imperfect Metrics as Education

Report an imperfect engineering metric on purpose, then use every question about it to educate upward.

Incentive Alignment Against the Dark Side

We are what we measure. Set the team's incentive on the behavior, and lengthen its time horizon.

Incrementality via Conversion Lift & Geo Tests

Prove paid actually caused growth by withholding ads from a control group and measuring the lift

Incremental OFAT Over Big-Bang Redesign

Decompose big redesigns into one-factor-at-a-time tested steps because ~80% of ideas fail

Information-Diet Idea Divergence

Same inputs produce same ideas — mine your unique experience and starve the herd feed

Innovate Inside a Big Company as a Separate C-Corp

Spin new products into their own C-Corp with a founder-type lead reporting to the CEO, bypassing core-code review

Inspect the Work, Not the Person

Judge people by their actual output, not by how they talk in a conversation.

Institutional Memory of Experiments

Capture wins, losses, and surprises so the org keeps learning instead of relaunching old ideas

Instrument-and-Improve S-Curve Prioritization

Let retention curves and diminishing returns tell you when to optimize and when to bet on something new

Internal Virality for Alignment

Get a big org aligned by making a prototype go viral inside the company instead of grinding stakeholder meetings

Inverted Time-to-Value

Engineer the aha moment into the first 3 seconds using non-obvious platform mechanics

Job Mission with OKRs (Play to Win)

Write your own version of the role with OKRs and share it with the hiring manager to win the offer.

Jobs-to-Be-Done Interrogation (The Big Hire)

Interrogate the moment someone first hired your product to find the real cause of usage

Justifying Non-Sexy Product Investments

Fund performance, UX and velocity work by making the invisible measurable and the downside of neglect concrete.

Kill Hope Before Hope Kills You

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

Kill NPS, Ask CSAT

NPS is the marketing industry marketing itself — a satisfaction question has better data properties.

Kindle and Fire Growth Strategies

Non-scalable kindle hacks exist only to unlock the scalable fire strategy worth hiring for.

Ladder vs Map

Choose career moves by what makes an interesting life, not by what climbs the next rung

Self-Mastery6 steps

Laser Mode: Engineering Speed Bumps Against Distraction

Willpower never wins. Move the candy further away than the sandwich.

Latency Over Velocity: Conviction-Based Startup Decisions

A startup's edge isn't speed — it's a tight turning radius; swap experiment-driven decisions for informed conviction.

Latent Demand Detection

Find product ideas where people already fight through a distorted process to get a value

Leader Emulators

Build runnable models of the sharpest people you've worked with, then boot the right one when you're stuck.

Leading Without Fear: Allow, Come Home, Reframe

Break the cognitive-emotive fear loop in high-stakes moments instead of suppressing it

Leap-of-Faith MVP Scoping

Scope the smallest build that tests your riskiest assumption, not a stripped-down product

Learn the Tokens, Not the Depth

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

Leave It Better Than You Found It

Build career capital by making visible, others-verifiable impact — not by collecting logos.

Leverage Your Leaders

Stop proving you can do it alone — make it cheap for your manager to unblock you.

Little Hands Growth Hiring

Hire on the KPI they'll commit to and their willingness to do the tiniest job.

LNO Framework

Match your effort to each task's leverage, neutrality, or overhead

Long-Tail Paid Diversification

After the big four ad platforms, buy the dozens of small ones nobody bothers to set up.

Macro / Middle-Range / Micro Research Portfolio

Sort every research question into three altitudes and starve the middle one that eats your team's time.

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?'

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

Make Time: Highlight, Laser, Energize, Reflect

A daily four-step loop that changes your defaults instead of making you faster at the wrong things

Managing Complex Change

Diagnose why a team is stuck by finding which of five change ingredients is missing.

Mandatory vs. Optional Onboarding Split

Split onboarding into a spare mandatory setup and a random-access optional layer — model the buyer's mind, not your features.

Manufactured Deadlines

Impose external constraints so solo creative work actually ships

Map Your Product Against What AI Can Do

Start from your product's core job, then classify each part as AI-replace, augment, partial, or not-yet

Market Map, Then Go a Layer Deeper

Start from the best companies for a skill, but never assume a great logo means a great individual.

Marketplace Whack-a-Mole: Managing Winners and Losers

Most consequential marketplace changes create winners and losers; manage the trade, don't chase a metric.

Markets as Currents, Not Bodies of Water

Chase the change dynamic pulling the market, not the size of the market

Sales4 steps

Match Go-To-Market to Buyer-User Alignment

Pick developer-led, PLG, or direct sales by asking one thing: are the buyer and the user the same person?

Match Price to Value with a Value Metric

Pick the unit of value your customer gets, then charge against it so revenue scales as usage grows.

Maximize the Treatment Effect to Fail Conclusively

In low-sample B2B tests, throw every tactic at a hypothesis at once so a failure kills the idea for good instead of resurfacing for years.

Measurements Are Not Insights (Instrumentation for Analytics)

Turn raw metrics into segmented, causal insights you actually act on.

MECE Problem Decomposition

Break any problem into buckets that are mutually exclusive and collectively exhaustive so you never miss a possible cause or solution.

Merchandise Progress Through the Messy Middle

Short-circuit the human reward system with agreed micro-goals and a narrated sense of progress.

Metrics Trees

Decompose your North Star metric and top business KPI into a tree of sub-metrics to align teams and estimate impact

Micro and Macro Barrier Removal

Grow by systematically removing both structural (macro) and friction (micro) barriers.

Mochary's Script for Difficult Conversations

Defuse the amygdala by warning first, delivering the message, then letting the person release emotion.

Model Maximalism

Build at the edge of what models can barely do — the next model will make it sing.

Morale Is Made of Progress

In a downturn, no speech and no bonus works — only visible shipping keeps a team alive

Move the PMF Score: Reposition + Speed to Value

Raise a low product-market-fit score without changing the product — refocus expectations and collapse time-to-value

Multi-Prototype Comparison Testing

Show three distinct concepts instead of iterating one, so users can compare and you avoid over-commitment

Must-Have Benefit Excavation

A three-question survey sequence that turns 'they like it' into the exact hook that acquires customers

Nail the First Three Sentences

Spend a disproportionate share of your time framing the opening — get it right and the rest writes itself.

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

No Bystanders on Product Strategy

Get the CFO, the head of people and sales fingerprinted on product strategy before growth goes negative.

North Star Translation Layer

Give every team a metric they can directly move, then convert each into a single company North Star using a shared translation factor.

Nothing Is Above Them, In The Details, They Adapt

The three traits Shah observed in Bezos, Chesky and Sacks — humility, craft, and adaptation

Onboarding as a Retention Lever

Treat onboarding as a habit-and-retention engine, not a conversion funnel — and accept lower conversion to weed out the wrong users.

Opinionated Defaults for Onboarding

Encode what you've learned works into product defaults — make the right choice easy and the wrong choice hard, without removing choice.

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.

Optical Correction X-Ray

Blow a single letter up huge and probe its joints to see where a real type designer breaks geometry to look perfect.

Optimize for Learning: The Impedance-Match Career Test

Choose roles by where you'll learn most and whether the mission truly matches how humans are wired.

Optimize for the Problems You Want to Have

Only build features that stop people from reaching the point where they'd ask you for more.

Optimizing for Feelings

Name the emotion the product must evoke, build to that, and use metrics only as an honesty check.

Organizational Kayfabe

Diagnose the shared fiction everyone knows is false — then route around it without detonating it.

Sales4 steps

Outcome-Based Pricing Qualifier

If the work is autonomous and the result is measurable, price the outcome — not the tokens.

Paid Channel Sequencing Ladder

The order to adopt paid platforms: user-driven search first, disruptive media next, expensive targeting last

Leadership2 steps

Painter, Architect, Surgeon Hiring Archetypes

Match your growth hire to your stage — a versatile painter, a structural architect, or a precision surgeon.

Payback-First Channel Measurement

Judge channels on closed-won revenue one year out, never on lead volume.

Perceived Simplicity

Keep advanced power in the product but discoverable only to those who go looking — invisible to everyone else.

Perfect Execution Before Judging Strategy

Diagnose people/process first, and only re-evaluate strategy once execution is perfect.

Pick a Lane and Write the Story

Master one of the five product ambiguities early, then write the paragraph your next employer needs to hear.

Picking a Sharp Problem

Build on a problem so acute customers spontaneously ask to pay — it becomes a tailwind that carries your mistakes.

Players, Coaches, Captains

Split leadership into on-field captains and sideline coaches so top ICs never leave the game.

Play Yourself Like a Fiddle (Activation Energy + Always-Rules)

Beat activation energy with tight time boxes and an escalating task ladder; hold habits with always-rules.

PLG Is Fundamentally DLG (Data-Led Growth)

Giving away a free product only pays off if you capture and analyze its usage data

PMF for Candidates (People, Mission, Financials)

Evaluate a company you might join like an investor evaluates a deal — across People, Mission, and Financials.

PM Your Career Like You PM Your Product

Write a spec for your career: destination, metrics, milestones, and a measuring stick for every offer.

Polarization as a Naming Signal

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

Productivity2 steps

Poor Man's Fine-Tuning (Few-Shot + Role Priming)

Steer a model with in-prompt examples and a role identity instead of a full fine-tune.

Predict vs. Decide: Think in Differentials

Prediction finds correlations; decisions need causal differences. Optimize the lift, not the level.

Pre-Sell Before You Build

Do customer validation and line up buyers before writing code or raising money

Price Your Product Like Your Roadmap

Treat pricing as a living system revisited every 6-12 months, not a set-and-forget decision.

Principles for Building Trustworthy AI Products

Match UI confidence to data quality, be transparent about sources, and design virtuous data cycles.

Problem-First, Wheelhouse-Checked, Unit-Economics-Proven

Three gates a product idea must pass before you build the solution you already fell in love with.

Problems Never End (Be a Problem-Solving Machine)

Stop hoping the next fix makes it easier; reframe success as earning harder problems.

Product-First AI Prompting

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

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.

Product-Market Fit = Retention

There is one metric for product-market fit: do customers come back?

Product-Market-Story Fit

Great product in a great market still fails if the story is wrong or missing — add the third leg

Product Scrapbooking

Continuously file every real-world clue about every opportunity so it's ready when the roadmap arrives.

Project-Chosen Leads and the Mutt Hire

PM is a role on a project, not a department — and you staff it with multi-disciplinary makers, not title-holders.

Entrepreneurship6 steps

Protect the Core Magic: Acquisition Integration

Freeze the loop users love, rebuild everything behind it, and narrate the seams honestly

Proven Better New

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

PSHE Career Growth Framework

Evaluate talent by how far up the Problem-Solution-How-Execution ladder they operate.

Putting On the Coat of the Job

Run the spreadsheet, then tear it up — and simulate a Tuesday in the job instead.

Query Fan-Out Content Strategy (AEO/GEO)

Win AI answers by understanding that a machine, not a person, is doing the searching behind every response

Question-First Cheap Channel Playbook

Find where your buyers ask their questions, answer them honestly, and let the answer sell.

Question the Assumption

Every problem rests on hidden assumptions. Surface them and the problem often dissolves.

Radical Trust Building

Not radical transparency — let people know you as humans, so the permission dialog gets the benefit of the doubt.

Reading the Invisible Language of the To/CC Line

Recipient order, To vs CC, and reply order all send signals people quietly read.

Reading Your Own Critics

Read every criticism carefully, believe none of it blindly — you know more than the critics do.

Read Old Books You Know Nothing About

With ~50–100 books left in a lifetime, spend them on time-filtered classics in domains you're ignorant of.

Reason About It Like a Human

To design or debug AI behavior, ask what an equivalent human would do in the same situation.

Recall vs. Discovery Interface Split

Match interface density to user intent: dense grids for recall, low-density sound-rich feeds for discovery.

Re-establishing Product-Market Fit (Stacking S-Curves)

When growth plateaus, throw away the roadmap, sacrifice impact for learning, and rebuild PMF for the next audience.

Reflect: The Daily Experiment Loop

Treat each day as an experiment you ran, not a gravestone of success or failure

Reflex Archaeology (Pen-and-Paper Truth Seeking)

List your most reactive moments, then ask why until it hurts or lands: every reflex has a root

Reframe, Don't Push Back

Win a disagreement with your CEO by finding the goal you already share, then renaming the problem

Reframe Self-Promotion as Education

You make the light bulb but you sell light. Rename the act and the resistance disappears.

Reinforcement Learning Environment Design

Build a fully-fleshed simulated world, inject real chaos, and reward the trajectory, not just the answer.

Relentless Application of Force

The CEO's core job is offsetting the complacency that success naturally breeds — push hardest when winning.

Remove the Emotional Filter From Decisions

Strip emotion out to get the raw decision, then handle feelings separately afterward.

Reset Expectations + Slow Your Inbox

Announce a slower response cadence with a 'because', then actually slow the hamster wheel

Retention as Habit-Building Plus Expansion

Retain by baking high-frequency habits into the product, then convert steady usage into expansion revenue

Right for Wrong

Get people to do the thing they already want to do — by giving them a shallower, more immediate reason.

Robust-Across-Futures Action

When the future is unknowable, choose actions that are ethical across a wide range of scenarios

Root-Cause Context Engineering for AI Coding

Don't just fix the AI's bad code — root-cause the missing context so it's right next time.

Ruthless Referencing

Diagnose talent by extracting the right information from many references, not by trusting a 45-minute interview.

Sacred Cows as Your Roadmap

In a calcified org, the list of things nobody is allowed to touch IS the product roadmap.

Sample Ratio Mismatch (SRM) Validity Check

Verify your traffic split matches its design before trusting any experiment result

Scalable Leadership vs. Selective Micromanagement

When you lack confidence in your team's direction, don't go hands-off — micromanage tactically and temporarily to get them back on track.

Scaling Expert Judgment Through Algorithms

Structure your experts' judgment into a signal, train on that — not only on engagement

Schedule Syncing (Managing Your Manager)

Never say no to your boss — show your timeboxed calendar and ask them to help you prioritize.

Scheduling by Deference

The one asking does the work: let the busier person set the time, and give real options.

Seek To Not Be Needed, But Be Valuable

Build a self-reliant team that's resilient to chaos by systematically removing yourself as a dependency.

Segment by Learning and Building Style

Personalize onboarding by how someone builds and learns, not by their job title

Separate the Decision from the Implementation

Decide for the stakeholder as if there were no feelings, then solve each hurt in implementation

Separating Change-Aversion from Real Problems in a Redesign

After a redesign, split 'upset because it changed' from 'upset because it's worse' before you react.

Shadows of Superpowers

Your plateau is almost always the shadow cast by the exact strength that got you here.

Ship-Fast Operating Model

Lightweight bottoms-up planning, PM-light teams, and iterative deployment in a fast-moving domain.

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.

Signal vs Noise Metric Selection

Let the campaign's single goal decide which metric is signal — everything else is noise

Sizing and Time-Boxing a Channel Experiment

How much team and time to commit to a new channel, and what signal to look for before killing it.

Skeleton Before the Makeup

Sequence early growth investment from site fundamentals up to awareness — never the reverse.

Skill Stack-Rank Interview

Have senior candidates rank themselves against the exact skills the role needs to reveal fit and self-awareness.

Slime Mold Org Design (Sports Car vs Big Rig)

Coordination cost grows with the square of headcount — drive the vehicle you actually have.

Solving for Everyone Is Solving for No One

Get specific about who you're NOT for—that guardrail is stronger than defining who you are.

Song Exploder Your Intuition

Turn a gut reaction to a design into a reusable, articulable design rule by reverse-justifying why you feel it.

Sound Symbolism Letter Selection

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

Stamina as the Kill Signal

Projects die of exhausted stamina long before they die of exhausted money — so watch the team, not the runway.

Start Bespoke, Become a Marketplace Later

A marketplace never starts as a marketplace; win with a pre-liquidity value prop first.

Start Embarrassingly Small

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

Stated vs Revealed Preferences: Holding Conviction Through User Outrage

When users scream and keep refreshing, believe the behaviour — then debug details, not vision.

Stay Close to the Metal

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

Steering AI to a Non-Obvious Strategy

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

Stocks-and-Flows Pipeline Diagnosis

Model any org process as stocks and flows, then find where reality disagrees with the model.

Strategic Technical Debt as Leverage

Startups should take on technical debt on purpose — it's how you outrun bigger companies

Strategy Salons (Nerd Clubs)

Seed a small, opt-in, yes-and idea group that spins off strategy insights as a side effect.

Street-Smart Decision-Making

Give the customer's perception as much weight as your logic — model the narrative, not just the numbers.

Stretch With an Anchor

Take the role that will hurt you into growth — but only if one or two things in it are already in your wheelhouse.

Superpower Naming (Be More, Not Different)

Name someone's superpower early, then frame every nudge as 'be more' rather than 'be different'.

Support-Rotation Content Backlog

Mine support tickets for recurring confusion, then rank-order self-serve landing pages that answer them

Swinging the Pendulum

Spot an undesirable state, correct it — but know you'll overcorrect, so aim for the middle

Systems-First Scaling (One to 100)

Once you have product-market fit, go slow to go fast: build the systems before you hyperscale.

Take Your Own Shoes Off

Empathy fails at the removal step, not the entry step — drop your agenda before entering theirs.

Innovation2 steps

Tar Pit Idea Detection

Spot the seductive ideas that draw everyone in and trap them — they validate but never work

Teaching Hospital and Tech Assistant

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

Tell Me What It Takes to Win, Then Tell Me the Costs

Ask for the un-watered-down plan to win first; negotiate the costs down second.

The 10-Minute Rule (Surfing the Urge)

Beat any urge to get distracted by waiting ten minutes and riding the emotion until it subsides.

The 10% More Enjoyment Test

Enjoyment is a measure of efficiency. Enjoy the work 10% more and you are 10% more efficient.

The 10 Traits of Great Product Managers

A definition of what the PM job actually is — facilitation, execution, and impact — not a career ladder.

Marketing11 steps

The 11 Zero-Day Marketing Exploits

Eleven recurring meta-patterns for engineering an unfair go-to-market advantage.

The 12 Product Management Competencies

Map every PM skill into four areas — execution, customer insight, product strategy, influence — and 12 competencies that hold from APM to CPO.

The 200K-User Experimentation Readiness Rule

Below ~200K users detect only big effects; use the wait to build platform and culture

The 20/80 Marketing Review Checkpoints

Two aligned checkpoints — strategy at 20%, execution at 80% — so process speeds you up instead of slowing you down

The 20-Minute Focus Ignition

Beat the hardest part of deep work — starting — by force-blocking distractions for 20 minutes

The 30-60-90 Day Landing Plan

Listen for 30, align for 30, execute for 30 — and negotiate the listening time with your manager up front.

The 30-Day Keeper Test

Calendar every new hire 30 days out and ask: knowing what I know now, would I hire this person?

The 70/30 Cover Fire Allocation

Spend 70% earning the right to exist so the other 30% can plant seeds nobody will kill.

The 7-Minute Felt Gratitude Practice

Seven minutes of felt (not listed) gratitude with another person daily — then aim it at where you feel lack.

The Acqui-Hire Silo

Buy a founder, hand them the riskiest bet, and spend your capital shielding them from the org.

The Adaptation That Overshoots

The strategy that saved you as a child is the one wrecking your life as an adult

The Adjacent Possible + Low-Resolution North Star

Take only safe next steps — but always the one with the steepest gradient toward a 3-5 year North Star.

The Age-Invitation Curve

Target the age band still adding social connections, or plan to buy every user with ads

The Agreeable/Giver Hiring Matrix

Prize the disagreeable giver; beware the agreeable taker on your team.

The AI Startup Moat: Data Flywheel + Crafted Workflow

Defensibility for AI apps comes from a proprietary data flywheel and a deeply crafted vertical workflow.

Marketing6 steps

The Ambassador Program Blueprint

Recruit the already-vocal, pay them in access not cash, and grow the cohort deliberately slowly

The Ambiguity Navigation Rubric

Score behavioural answers on three axes: did they impose structure, seek inputs, and define milestones?

The Anxiety Balance Sheet

Convert free-floating anxiety into a four-column ledger of known/unknown and controllable/uncontrollable.

The A-Side / B-Side Career Ledger

Track the B-side of your career so a bad season doesn't read as a verdict on your life.

The Asynchronous Scaffolding Test

A synchronous-only consumer product can't retain. Surround it with async, or pick a vertical.

The Atomic Unit of Sharing Test

Decide whether community-led growth will work for you before spending a dollar on it

The Attributed Influencer Launch Sequence

Stagger tracked influencer shares over days, then weaponize the leaderboard.

The Behavioral Diagnosis

A journey map on steroids: every micro-step to the behavior, with the blocking psychology named at each one.

Communication2 steps

The Best-Practice Inversion Interview

Ask a candidate for a best practice, then for when it would not apply

The Bits and Bobs Idea Distillation Loop

Capture everything, filter weekly by resonance, distil, publish — a compounding personal insight engine.

The Blur Test

Take your glasses off and squint at a brand to judge its cohesion, color story, and overall feeling.

Self-Mastery7 steps

The Bootloader: Structured Morning Self-Reflection

Boot the day with exercise, then run an hour of red-yellow-green review across every role in your life

The Boring Engineering Strategy

Write the strategy down, get the diagnosis honest, then constrain options so energy goes to what matters.

The Broken Equation Test

No amount of product craft can fix a company whose underlying math doesn't close.

The Bullseye Customer Sprint (5 + 3 in 1)

Interview five hand-picked customers against three prototypes in one team-watched day to learn who to build for

The Business-Fluency Scalpel for Researchers

Learn the company's financial language so your insights land in the funnel, not in a deck.

The Business-Meal Deference Protocol

Order middle-to-last, never the priciest dish, always offer to pay, and keep your tip invisible.

The Calendar Customer-Contact Audit

20-30% of your calendar should say 'customer meeting' — in person, not behind a keyboard

The Calibration Test for Recruiters

Vet a recruiter by testing whether they can play back your brief and name candidates on the spot.

The Cannonball / Lead Bullet Portfolio

Allocate growth energy between a few fundamental rebuilds and many small experiments — by product stage.

The Chief Engineer Trade-off Owner

Give one person moral authority over a whole product to keep design coherence in one head

Strategy6 steps

The Coherent Strategy Specificity Test

A strategy is not an aspiration — it names a specific customer, pain, solution and advantage in one sentence.

The Collison Install (Last-Mile Close)

A 'yes' isn't a sale — hand-hold implementation until the customer is fully live

The Comb-Shaped (Chameleon) Marketer

Move from T-shaped to comb-shaped — multiple deep skills you deploy on-demand via diagnosis

The Community Form-Factor Matrix

A two-by-two that tells you which kind of community to build given your PMF and buyer

The Compelled Test (Storytelling as Product Signal)

After they describe a big problem, measure your own reaction — do you feel compelled to go work on it?

The Competitor-Launch Name Probe

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

The Complementary Learning Modes Ladder

Mastery needs many kinds of practice — imitate a master, get preference feedback, get graded, then live it.

The Confidence Meter

Score how much evidence actually backs an idea, from a shiny pitch deck (0.1) to a live A/B test (10)

Self-Mastery6 steps

The Constrained Self-Awareness Probe

Remove the humble answer, borrow someone else's eyes, or jump three years forward — self-awareness can't hide.

The Control Principle Prioritization Filter

When several designs solve the problem, ship the one that leaves your users most in control.

The Conviction Test for Whether to Quit

Compare your conviction now versus at the start to decide whether to persevere or pivot.

Peak Performance4 steps

The Core-Functions Red Alarm (Burnout Triage)

Sleep, diet, exercise, play, socialisation: when the fundamentals break, your body is the scoreboard

Entrepreneurship6 steps

The Costly-Signal Subscription Model

Subscribers granted you access to their brain — stop apologising for using it.

The Cross-Functional Pricing Process

Stand up a pricing committee, mine demand and willingness-to-pay with structured surveys, then set price.

Marketing6 steps

The Curated Peer Recommendation Loop

Grow supply-side discovery by letting creators recommend each other, not by recommending for them.

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 D5/D7 Ungameable North Star

One metric that fuses retention, engagement and growth — tracked as growth rate and cohort slope, never absolutes.

The Daily Highlight

Pick the one thing you want to name as today's highlight, size it to 60-90 minutes, write it down

The Dance of 100 Nos — Fundraising Storytelling

Investors decide in seconds and 1% say yes — so lead with your strongest point and tell an emotional, detailed story.

The DATE Framework for Marketing Strategy

Diagnose, Analyze, Take a different path, Experiment — an engineer's anti-playbook for marketing

The Decision Meeting Operating System

Pre-read 24h before, three options plus a recommendation, a traffic-light table, notes 24h after.

The Dinosaur Brain Product Review

Executives hold three facts. Bring a recommendation, not a catalogue — and leave with principles, not answers.

The Diversified Roadmap Portfolio

Treat a product roadmap like an investment portfolio, balanced across three axes of risk and intent.

The Dogfooding Boundary Rule

Use your own product walkthrough to generate the issue list — never to prioritize it.

The Don't-Die Keep-Going / Give-Up Decision

Deciding whether to persist or shut down by testing love, energy, and remaining moves

The Easiness Ladder: Default, Then Rule of Thumb, Then Decision

First line of defence is always a default. If you can't default it, give people a heuristic — never a calculation.

The Effort Metric (Measure Attention, Not Completion)

Track 'did I do what I said for as long as I said without distraction' instead of whether you finished.

The Embedded Insights Partner Model

Success metric: they won't have the meeting without you.

The Energy Audit (Zone of Genius)

Color every hour of two weeks green or red, then eliminate the reds until your calendar is 80% green

The Escape Hatch Principle

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

The Ex-Growth Company Test

Two questions that tell you whether your well-funded employer is quietly a dead-equity trap.

The Expectations-Reality Delta

Unhappiness is the gap between expectation and reality — and expectations are far easier to change

The Eye of Sauron: Calibrating Leader Depth

Go pixel-deep only on what hinges success — and tell people exactly where their space begins.

The Facilitator-First Ramp for Product Leaders Under a Product Founder

Joining a founder with strong product sense? Spend your first months translating, not deciding.

The Fascinating Reframe

Convert the visceral urge to be right into a question that harvests the information you're missing.

The First Mile: Lazy, Vain, and Selfish

Design onboarding for the first 30 seconds, when every new user is lazy, vain, and selfish.

The First Performance Review Reference Call

Ask a cherry-picked referee what feedback you'll give the candidate at their first review — they can't dodge it.

The Five-Day Design Sprint

Go from zero to a tested prototype in five days — decide with customer reactions, not hunches

The Five PLG Readiness Components

The five things a product must have before a product-led motion can work

The Five PM Archetypes

Hire and compose product teams by five distinct thinking styles, not one generic ideal PM.

The Five Tools Researcher

A modern researcher carries five methods, not one — and you hire for the Swiss army knife.

The Fixed-Window Pivot Decision

Time-box a full-focus test on the one thing that matters, then let the team name the next bet

The Forge and the Dam

Two career positions compound: the company's hottest fire, or the critical thing nobody watches.

The Forgotten-Name Recovery Playbook

Tactical moves to survive not remembering names or whether you've met someone before.

The Foundation Reset Heuristic

If the market stops sharpening your path, the problem is the foundation — not the effort.

Sales4 steps

The Four Forces of Switching

Understand any adoption decision as a tug-of-war between attraction, anxiety, habit, and inertia

The Four Legs of the Negotiation Stool

Negotiate the resources you need to hit your OKRs before salary, then ask 'are you open to?'

The Four Levels of Product-Market Fit

Sequence PMF as four levels, optimizing satisfaction, then demand, then efficiency in turn

The Four Phases of Focus

Do one thing at a time — idea, PMF, then either growth or business model — and shift gears cleanly.

The Four Ps of Pivoting

Persona, Problem, Promise, Product — the four levers to change when you're stuck

The Four Reasons You're Not Getting Promoted

A diagnostic that separates 'the system can't promote you' from 'you're not ready' — because the fix differs.

The Four Steps of Deep Personal Transformation

Suffer, seek truth, self-compassion, compassion for others: the order real change follows

The Four Things a Product Manager Brings to the Team

Prepare to contribute by mastering users, data, the business, and the competitive landscape.

The Framework Limit Test

Two tripwires that tell you your product framework (JTBD, OKRs, DAU) has become the enemy.

The Friend-Zone Test

Sit customers down and force the truth: do you need me, or do you just like me?

Finance5 steps

The Front-Loaded Advisor Equity Structure

Equity only, a three-month cliff, vesting front-loaded to the value, and an exit built in

The Full PLG Funnel Audit

Walk your own funnel as a confused buyer, then overlay the data to find your highest-leverage fix

The Galvanizing Activation Metric

The activation number's job is organizational momentum, not statistical precision.

The GIST Board and Outcome Roadmaps

Replace release roadmaps with a living board of goals, ideas, and validation steps that the whole team owns

The GIST Model

Split product work into Goals, Ideas, Steps, and Tasks so evidence — not opinion — drives what gets built

The Goals-First Refresh Cascade

Set the scope of a rebrand by naming the goal first, then let every later round cascade from broad to narrow.

The 'Going Home' Pivot

A good pivot moves warmer — toward your existing expertise and what your last idea taught you

The Ground-Truth Feedback Loop

Formal feedback is noise. Pull the real signal, prove you heard it, and publicly reward whoever gave it.

The Growth Advisor Sourcing and Vetting Gauntlet

Wait for PMF, source through VCs and channel-leading companies, and borrow a trusted expert to vet

The Growth CMO Operating Model

Run marketing like agile product development — data-driven, iterative, and married to product.

The Growth Competency Model

Four competency buckets for hiring, evaluating, and balancing a growth team without chasing a unicorn.

The Gut-Check Protocol

Intuition is pattern matching and bias in the same organ — check it with System 2 and diverse guts.

The Hardest Thing Test (Calibrating Difficulty and Agency)

Ask what's the hardest thing they've ever done, then extract their difficulty bar and how much agency they had.

The Hated-Incumbent Idea Prompt

Find a big incumbent customers hate with terrible software, then build the replacement

The Hierarchy of Engagement

Three stacked levels — core action, accruing benefits, self-perpetuation — that decide if a consumer product endures

The Hierarchy of Marketplaces

Focus, tip, dominate — the only sequence that produces a marketplace worth owning

The Hill Climb

Name whether you're optimising a local hill or crossing the valley to a bigger mountain — then price the valley.

The Hogwash Question (Breaking the Interview Mindset)

Ask what conventional wisdom is inaccurate — it's unanswerable without genuine opinion, so it exposes authenticity.

The Honest-Applicable-Reversible Values Test

Three tests that separate values which drive decisions from values that just describe your self-image.

The Humane Firing Process

Warn, deliver, let them release emotions, then become their active agent to their next job

The Humane Mass Layoff Playbook

Cut deep once, in dollars not headcount, delivered 1:1 — then heal the stay-team by making them feel heard

The IC Compensation Anchor

Believe your IC worth, then neutralize the 'grow into management' pay dodge by naming your non-management intent up front.

Strategy2 steps

The Ideas-Left Pivot Timing Test

Pivot when you're out of credible growth ideas, not just because growth is slow

The Indistractable Model

The four-step system for controlling your attention: master triggers, make time, hack back, and pre-commit.

The Indistractable Workplace (Three Traits)

Distraction is a symptom of dysfunction — fix it with psychological safety, a forum, and leaders who model it.

The Inertia of Society (Why Transformation Stalls)

You traded individuality for acceptance before you could speak; reclaiming it is the fear

The In-Product Feedback Loop

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

The Introspection Probe (Decoupling Decisions from Outcomes)

Ask for a win that worked for the wrong reason, or a good call that failed — outcome-blind introspection tests.

The 'I Perceive You To Be In Anger' Feedback Formula

Interrupt someone's anger without triggering more of it by using a judgment-free I-statement

The 'Is The Search Over?' Content Standard

Judge every article by one question: after reading it, does the reader go back to Google?

The JEUE PLG Funnel (Join, Evaluate, Upgrade, Expand)

Four stages that map the PLG customer lifecycle and, loosely, your growth org

The Job Search Council

Run your job hunt as a committed 6-8 person peer group that flips anxiety into accountability.

The 'Just Evil Enough' Ethics Test

An Occam's-razor line between subversive-and-clever and actually evil.

The Learning-Impact Ladder

Alternate between roles where you have mastery and roles where you're the newbie — zigzag, don't climb.

The Low-Heart-Rate Abundance Posture

Enter high-stakes rooms calm by treating every meeting as one of many, not your one shot.

The Made-Up Name Reset

Give a team or feature a name nobody recognizes, so nobody can skip the argument about what it should be.

The Manukan Two-Pager & Listening Tour

Draft what you want and don't want, then run structured listening-tour conversations to find your fit.

The Marginal User Method

Find the user on the cusp of converting, then go watch the worst-case version of them.

The Marketplace Priority Stack

Pre-commit an explicit ranking of who you serve first, so thorny trade-offs resolve themselves.

The Meeting Operating System

Version your team's meetings like a product — ship a new rev every 90 days.

The Minimum Viable Experiment Trap

A lean test that strips out the mechanism doesn't test the idea — it buries it.

The Modern Elder Playbook (Thriving in Tech as You Age)

Pair a mentor's wisdom with an intern's curiosity, lead with energy, and trade wisdom for tech in mutual mentorships.

The Most Impactful Thing Today (with the Honesty Test)

Wake up asking what maximizes impact — then interrogate your answer for skill-set bias.

The Naming Diamond Exercise

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

The Negative-Growth Rehearsal

Growth masks all problems — so ask what you'd do if growth went negative, before it does.

The Object Model: Three Questions Every Screen Must Answer

On every screen, a user should know how they got here, what to do now, and what to do next.

The Ops Cadence Spreadsheet

A rocks-and-pebbles spreadsheet that assigns every account task a defined weekly/biweekly/monthly rhythm

The Organ-Rejection Test for Innovation Teams

Three conditions that stop the core org from rejecting your new-bets team like a foreign body.

The Overall Evaluation Criterion (OEC)

Define one success metric with countervailing guardrails that predicts long-term lifetime value

The Owner-Not-Renter Veto

How a PM says 'not yet' to an executive chain that desperately wants to scale.

The Painful-Mistake Growth-Mindset Interview

Screen only for growth mindset by asking for the most painful mistake and what changed because of it.

The Peak Hierarchy of Needs (Three Pyramids)

Apply Maslow to employees, customers, and investors to find the differentiating layer above the transactional base.

The Pilot Program for De-Risking Launches

Build a diverse champion network of real customers to test new features in the wild before you ever launch.

The PLG Data & Infrastructure Stack

The three infrastructure layers plus per-funnel-stage tools every PLG motion needs

The Pod + Product Staff Team Model

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

The Pre-Need Talent Pipeline

Build relationships with great people long before you have a role open, with no agenda.

Innovation8 steps

The PRFAQ Working Backwards Document

Write the launch press release before you build, so every word forces a real decision

The Product People Spectrum: Innovators to Executors

Great product careers get filtered at strategy — deliberately move executors toward the strategic middle.

The Product Strategy Stack

Separate mission, strategy, product strategy, roadmap, and goals into five layers you can define top-down and debug bottom-up.

The Proudest Work Question (Taste Triangulation)

Ask what work they're proudest of and why — it exposes taste, standards, motivation, and where their gravity pulls.

The Public and Secret Roadmap

Split your roadmap into what users ask for and what only you can see — the wins come from the second

The Rallying Activation Metric

The value of an activation metric is shared clarity, not statistical precision.

Therapist Speed-Dating: Safety, Intellect, Router

Pick for felt safety first, intellect second; the rest is implementation detail

The Recon Canvas

An 18-square grid for scanning product, medium, and market for subversive openings.

The Reverse Trial

Run a premium trial on top of freemium: showcase everything, then fall back to free forever

The Say-Do-Said Loop

Say you'll do the thing, say you're doing it, say you did it — to align, adjust, and close the loop.

The Scaled-Liquidity Smell Test

Before calling yourself a marketplace, prove you have scaled liquidity on both sides.

The School Pyramid Simplification Method

Build a curriculum from kindergarten to PhD to make a gnarly project comprehensible.

The Sean Ellis Scale Gate

Never scale a product until a calibrated share of users would be 'very disappointed' without it.

The Sean Ellis Test

A one-question survey that reveals product-market fit before your retention data can

The SEO Staffing Stack Rank and Impact Clock

Internal expert, then a relentless doer surrounded by advisors, then agencies — and 3 to 12 months to prove it

The Shared-Fate EM/PM Pair

Give the eng manager and PM the same performance rating, and make them understand before they argue.

The Sidecar Model of Management

You don't take the wheel or hand it over — you ride attached, and you have to be invited in first.

The Signs of Life Test

Spend a tiny budget on a new platform to detect a positive signal before committing to a full campaign

The Six-Month Autonomy Razor

If you're still telling a hire what to do six months in, you hired the wrong person.

The Six-Month Passion Test

Don't trust your identity about what you'll love — give the unfamiliar job six months, then judge.

The Skip: Career as a Product

Plan for the job after next, not the next job — and treat promotion as a means, not the goal.

The Solar System Bundle

Anchor a subscription on one sun product, then orbit satellites that share its DNA

The Sticky Engine of Growth

Model retention by the three, and only three, reasons a customer returns to your product

The Story Chapters Framework for Executive Communication

Find the last obvious point for your audience, then build from there — skip neither the setup nor the basics.

The Strategy-Isn't-Done-Without-Wireframes Rule

Treat a strategy doc like a house blueprint: it isn't complete until wireframes show what the product looks like when the strategy is built.

The Subversive Mindset (System Awareness → Novelty → Disagreeability)

Get a system to behave in a way its creators didn't intend, in three learnable steps.

The Team Is the Product

Choose the company you want to build first, pick a problem worthy of it, then treat every hire as a product launch.

The Team Watch Party

Whole team watches interviews live, predicts first and debriefs after, replacing the research report with instant alignment

The Teleportation Device Test (Finding the Important Question)

Cap a candidate to two questions on a fictional problem to reveal whether they can find the decision-driving question.

The Three Acts and the Next North Star

The greyhound that catches the rabbit never runs again — pick your second North Star before you catch the first.

The Three B's (Behavior, Barriers, Benefits)

Pick an uncomfortably specific behavior, strip its barriers, then engineer an immediate benefit.

The Three B's of Behavior Change

Change user behavior by picking a specific Behavior, removing Barriers, and adding immediate Benefits.

Leadership7 steps

The Three-Chapter Hiring Playbook: Find, Assess, Close

Hire the top 1% by hunting signs of excellence, then closing with the whole exec team and the family

The Three-Hire Performance Team Sequence

Build a paid team in order: data-driven generalist, then creative, then a dedicated data scientist

The Three Levels of Making Someone Feel Heard

Escalate from acknowledging, to reflecting words, to voicing the unspoken thoughts behind them

The Three Modes of Customer Understanding

Separate targeted Discovery, always-on Continuous Conversations, and passive Customer Listening — each needs its own machinery.

The Three Pacts (Pre-Commitment Firewall)

Lock in your intentions ahead of time with an effort pact, a price pact, or an identity pact.

The Three-Segment AI Market Map

Frontier models, tooling, or applied agents — pick the layer that fits your capital and your edge.

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 Time-Boxed Leap Bet

De-risk a scary career leap by treating it as a fixed-length experiment with a fallback

The Tippability Test

Check supply fragmentation, supply heterogeneity and incumbent competition before you fund a marketplace

The Traffic Light Keyword System

Rank every keyword by buying intent, not volume — then work greens down before touching yellows.

The True Competition Metric

Use auction-insights math to tell a genuine competitive threat from a harmless close-variant accident

The Trusted-Advisor Partner Test

Shared audience is not enough — partner only where your buyer already goes for this specific advice.

The Two-Bucket SEO Fit Test

Does your product mint pages by itself? The answer decides your entire SEO strategy

The Two Departments That Matter Test

Find the 1-2 departments whose 10x effort produces a 10x company outcome, then work there.

The Two Onboarding Traps

Stop naming features and stop mapping onboarding to your pricing tiers

The Two-Sided Quality Signal

Great curation does two opposite jobs at once: kill the worst, surface the best.

The Two-Year Publishing Cadence

Write a post several times a week for two years and an audience will find you

The U-Curve of Founder Involvement

Involve a product-minded founder heavily at the start and end of a project, but give the team space to run in the middle.

The Ugly Baby Test

Seek ideas that make smart peers laugh — real alpha lives in the ugly babies everyone dismisses.

The Use Case Map (Use Cases, Not Personas)

Define what to build and how to grow from the use case, not the persona.

The Validation Gamut (Assessment, Data, Tests, Experiments, Release)

Validate an idea's assumptions cheaply first — assessment and data before you ever build, fakes before you build for real

The Weekly Marketable Feature

Every engineer ships one feature per week that a user would pay or show up just for

The Whole-Body Yes: Decoding Emotions as Signals

Read fear, sadness, anger, joy, and creative energy as actionable workplace data

The Worst Product You Ever Shipped

One interview question that separates PMs with real reps from PMs with a clean résumé.

The Year Is Made in the First Six Months

Because buying cycles lag, your annual number is set by what you ship in H1, not H2.

The YOLO Rule: When Not to Run an Experiment

Experiments have a cost — sometimes shipping 40 things fast beats testing 10 things properly

The Zone of Benefit (3x Rule)

A product must make the customer at least 3x better before they notice enough to switch and pay.

Think It, Build It, Ship It, Tweak It

Four product phases where spend rises stage by stage — so you must retire risk before the money starts.

Three-Ingredient Emerging Channel Evaluation Framework

Decide whether a hot new acquisition channel is worth your time using three lenses before you invest.

Three-Model Triangulation

Apply three different mental models to a problem; agreement across them sharply raises your odds of being right.

Three-Team Blind Briefing

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

Three Ways to Find Marketplace Whitespace

Unbundle a low-NPS segment, own an ignored niche, or change the atomic unit of supply

Timeboxing Your Values (Make Time for Traction)

Replace the to-do list with a weekly timeboxed calendar built from your values across three life domains.

Timeless-Customer Team Structure

Organize teams around customers and problems that never end, not around product surfaces that do.

Tipping Loops: Growth Loops and Happiness Loops

Two symbiotic loop types — one grows the marketplace, one keeps it happy as it grows

Toddler Soccer Goal Detangling

Goal every team on the same output metric and they swarm the ball. Detangle the customer journey into lanes.

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

Top-Down / Bottoms-Up Core Action Analysis

Cross two analyses — return-propensity ranking and product purpose — to find the one action worth optimising

Top-Down Design Diagnosis

Before touching any detail, spend days naming the one big-picture reason a design bothers you.

Top Goal with an Accountability Partner

Protect a daily block for your own priority and have a human physically present to force you to do it

Trust-by-Structure Governance

Embed your promises into the company's structure so they hold even when you're gone

Turn Advice Into a First-Principles Framework

Don't collect rules — ask why, triangulate three people, and rebuild the reasoning underneath.

Two-Mode Product Teams

One team, two clocks: ship at the speed of the moment, and build the system between moments

Two-Path Talent Sourcing (Network + Data)

Find the companies best at the skill you're hiring for, then find the best person there - via referral chains or via public performance data.

Twyman's Law: Investigate the Too-Good-to-Be-True Result

Any surprising or extreme experiment result is probably wrong until you've hunted for the flaw

Understand, Identify, Execute

Instrument the data first, find the drop-offs, then build products to fix them.

Understand It to Dissolve the Fear

Fear of a new technology is misunderstanding — spend time with it and you'll see its edges.

Understand Users by Watching Failures in the Funnel

Watch real users, and interview the ones who failed in your funnel — they know what you need to fix.

Understand Work (Understand → Identify → Execute)

Budget intentional time to understand a problem first, so your team ships fewer things with a far higher win rate.

User-Centered Performance Detector

Spot the rituals where a team signals customer obsession without any intent to change the decision.

Value Delivery Engine: Activation-First Growth Sequence

Fix conversion, engagement, referral and revenue before you obsess over acquisition

Values as a Mirror

Don't author values. Interview the whole team, harvest their exact words, and write them back as a story.

Values Reverse-Engineered from Why You Win

Don't philosophize your company values — extract them from the reasons you're actually succeeding.

Peak Performance3 steps

Variety-as-Rest Anti-Burnout

Beat burnout by switching to a different kind of work when you lose steam, instead of stopping.

Vertical AI Opportunity Finder

Build where the winning data is locked behind a company or industry's walls — foundation models won't go there.

Viral Hoax Counter-Attack

When a hoax threatens your app, treat it as a growth problem and out-viral it on every vector

Virality as Customer-Augmented Marketing

Real virality is high-quality word of mouth from a great product — not synthetic referral traps bolted on top.

Vision-Execution Polarity Balance

Diagnose whether you're over-theorizing or over-running-walls, and dynamically retune

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

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

Want Over Should (Self-Discovery, Not Self-Improvement)

Replace shoulds with wants and experiments — self-improvement encodes 'I'm broken' and slows evolution.

Wartime Product Management

In a crisis: blow up the roadmap, share context, restate the mandate from the mission

When-It-Leaks Communications Pre-Mortem

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

Where to Fish for a Unicorn: The Workflow Quadrant

Score a B2B SaaS idea on two axes — workflow breadth and frequency — to predict billion-dollar potential.

Win the Early Majority with Simplicity

Market leaders are won in the change-averse early majority — and the only lever is simplicity.

Write What You Repeat

If you say it more than once, write it down — then get an accountability partner to enforce a monthly cadence.

Your First Company Is a Zero (Build the Founder Muscle)

Treat your first three founding years as a craft apprenticeship, not a success you owe yourself.

Your Life's Objective Function

Make your implicit life values explicit and test daily choices against future-you