Microsoft

Adapt the Model, Don't Build One

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

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

Agency Over Title: The Force-Multiplier Mindset

Ignore role boundaries — use AI tools to execute your own ideas end to end

AI at the Core vs AI at the Edge

Decide whether to sprinkle AI onto existing code or rebuild the workflow with the LLM as the core

Alpha-Beta People and Process Design

Borrow finance's alpha/beta to decide where you want upside and where you want boring reliability.

Anchor the Pitch to the Exec's Incentives

Find the metric, OKR, or board pressure they own, then show how your idea moves it.

April Dunford's Five-Step Positioning Framework

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

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.

B2C2B: Horizontal Wedge to Enterprise

Win a billion-user consumer use case first, then let personal users carry the product into their workplace.

Backcasting & Reject the Premise

Stand in the future you designed and look back — don't forecast forward from today's constraints.

Bad vs Sad Quality Tiers

Classify every failure as bad (irrecoverable) or sad (recoverable pain) so teams triage quality across many surfaces.

Become a Value-Added Advisor with Cross-Section Data

Turn the industry data only you can see into exclusive insight that keeps customers from churning.

Beginner's Mind Practice

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

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.

Betterment Over Perfection (The Painful-Gap Method)

Don't craft a perfect strategy — close your single most painful gap, then the next, forever.

Bezos's Three Tests for a New Bet

Big idea, right owner, legitimate plan — an idea needs all three or it dies

Binding-Receptor Theory of Product-Market Fit

Your market's demand is a fixed fact like a drug receptor — you find it, you can't market it into existence.

Strategy6 steps

Black Loops and Blue Loops

Diagram your growth as loops, not funnels — then remove the friction on the sharing edge.

Breaking Through the Senior-Manager Choke Point

Two gates block senior promotion: can you do the job, and does the job exist.

Builder vs. Information Mover

Diagnose which half of your role AI kills and which half it supercharges.

Build for Day 365 Retention

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

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 Only Where You Can Be Best (Model Sourcing)

Build in-house only where your unique data or position lets you beat the frontier; otherwise buy

Bundling vs Unbundling Wave-Reading

Read where the market sits in the eternal bundle/unbundle cycle to decide vertical vs horizontal.

Buying Life One Hour at a Time (Public Failure Recovery)

Own the failure, buy trust back one hour at a time, then get face-to-face.

Candidate Market Fit

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

Cannibalize Your Own Product Every 6-12 Months

Make your current product look silly on a fixed cadence instead of only shipping what users ask for

Capacity-Red Headcount Justification

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

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.

Category Design: Create Demand vs. Capture Demand

Design your own market category instead of competing for a slice of someone else's.

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

Change the Rules of the Game

When the game is rigged against you, don't optimize — invent a new model.

Choose Your Abstraction Layer Deliberately

Delegate the work you don't enjoy to a higher abstraction; keep the parts that make you good and happy.

Chop-It-Up AI Collaboration Loop

Don't hand AI one giant spec — specify a little, review a little, repeat in tight loops.

Chronic vs Acute Organisational Challenges

Work down the chronic issues so you have capacity to absorb the acute shocks.

Clarity and Conviction: Insights, Strategy, Big Rocks

The whole craft of PM in two words, expressed as a two-page narrative every team can recite.

Clear Is Kind: The Three-Sentence Correction

State the failure, state your belief in them, hand them the responsibility — starting tomorrow

Cohort-and-Control Data Reading

Never trust pre/post dashboards — read behavior by cohort and judge changes by variant-vs-control so the macro can't fool you.

Marketing6 steps

Community-Led Growth: Equip the Champion

The salesperson is the designer inside the company — your job is to make them a superhero.

Complement-the-Frontier Model Strategy

Don't rebuild foundation models — train small specialty models that attack their weaknesses in speed, cost, and niche tasks.

Conjecture-Driven Learning (Collecting and Connecting Dots)

Don't consume content — generate a conjecture, then hunt across every field for proof of it.

Conservative Plan with Milestone Unlocks

Plan for the downside, then let pre-agreed milestones unlock the budget to accelerate.

Continuous Calibration, Continuous Development (CCCD)

A CI/CD-style loop for non-deterministic AI: scope, evaluate, deploy, then calibrate against surprises.

Controllable Goals

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

Crossing the Chasm from Fear to Joy

Reinvent yourself by manufacturing one small moment of building joy, not by studying harder.

Curiosity Loops

Turn a hard decision into structured, contextual advice by asking the right people the right question.

Customer-Insight Career Leverage

Grow your career by pulling ground-level customer insights up to executives instead of waiting to be promoted

Sales5 steps

Customer Zero Launch Motion

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

Cut Scope, Not Quality

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

CV > EV > TV > ME: The Prioritization Hierarchy

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

Damming the Demand

Compete category-to-category against the status quo, never product-to-product against a rival.

Data-Driven Self-Story Rewriting

Debunk or validate the limiting stories you tell yourself by researching how people actually experience you.

Deadlines as P-Zero

Have few deadlines, but make each one a P0 that nothing else can touch — and cut scope to hit it

Finance4 steps

Decide-Today Runway Math

Cost cuts only buy runway if you make them now; every month you wait permanently destroys optionality

Define What Problem Matters

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

Deliberate Understaffing

You can't size a project right, so err toward too few people on purpose.

Design Capabilities So Rivals Say 'Life's Too Short'

Build capabilities and systems so nuanced that imitators choose a different battlefield instead of copying you.

Design For Tomorrow's Majority, Not The Vocal Minority

Optimize for the far larger future user base, then manage the unhappy few with authentic listening.

Differentiate Above The Model, Not Around Its Gaps

Build your moat outside the LLM so your product gets better as the models get better.

Documentation vs Storytelling Safety Framework

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

Dogfood-Driven Realism

Be the end user, use your product intensely daily, and never ship anything that isn't useful to you.

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 Be the Frog: The Learning Trajectory Test

Judge whether to stay in a job by the direction of your learning curve, not by inertia.

Dory and Pulse

Write opinions blind, upvote the questions, and mark each person's decision role.

Double Down on the Pull

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

Earn The Next Role By Driving Impact In This One

Stop eyeing the next promotion; be judged on impact delivered in the job you already hold.

Earn the Right to Teach

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

Earn the Secret by Savoring Surprises

There's no recipe for a breakthrough — hunt surprises at the edge instead of validation

Peak Performance4 steps

Eating Your Vegetables: The 10-12 Exposure Rule

Do a hard, avoided skill 10-12 deliberate times before judging whether you actually dislike it.

Strategy6 steps

Eigen Questions

Rank open questions by how many other questions they kill, then answer that one first.

Eigenquestions (Finding the Question That Drives the Answer)

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

Mindset3 steps

Embrace the Imposter: Act Despite Expecting to Fail

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

Embrace-the-Next-Thing Mindset

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

Emotional Discovery: Feel Bad Like the Customer

On customer calls, dig until you feel the exact emotion the customer wants to avoid, then build to remove it

Empathize–Create–Evangelize

The three-stage loop for developing a product vision: understand deeply, imagine the solved world, then sell it.

Envision-the-Ending Goal Discovery

Surface hidden goals by vividly imagining the finished future first, then reverse-engineering the journey to it.

Equally Disappoint Everyone

In your power years, prioritize by spreading disappointment evenly to protect time for reinvention.

Ethnographic Insight Over Stated Preference

Observe what customers do, not what they say — AI transcript-reading is not true customer insight

Evals-Plus-Production-Monitoring Dual Feedback Loop

Reject the false dichotomy: evals catch what you know, production monitoring catches what you don't.

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

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

Evidence-First Intervention Design

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

Explore and Exploit Career Strategy

Explore widely with a thesis early, then exploit a role for the specific learnings your next goal needs.

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.

Fail-Fast Iterative Validation

Since ~80% of hypotheses fail, use cheap validation methods first and reserve A/B testing for pre-vetted ideas

Failure-as-Default Framing to Create Startup Scarcity

Openly declaring a new bet will most likely fail buys the autonomy and speed a big company otherwise smothers

Fall in Love with the Problem

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

Fall-On-Your-Face Taste Calibration

Deliberately push AI past its limits in a safe environment to build a gut feel for what it can do.

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

Fear-to-Agency Reframe

When AI change triggers fear, lean in and ask what's within your control — turn it happening to you into happening for you.

Feature Team vs. Empowered Product Team Diagnostic

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

Feedback and Escalations Are a Gift

Withholding feedback is the most selfish thing you can do — and escalations are a gift you chase to true root cause.

Find the Cocktail Party

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

Find the Loops Available to You

Even when told exactly what to build, you can still run most of the product loop.

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

Flow-Preserving AI Assistance Design

Design AI suggestions around the user's flow state: no panel switches, no waiting, ephemeral by default

Focusing Power on an Addressable Target

Strategy works only when you concentrate a genuine source of power on a target that can actually be moved.

Follow People, Not Plans

Choose jobs by who you'll learn from, not by a five-year plan or a financial bet.

Follow the Breadcrumbs and Calibrate Urgency

Act fast on an exec's subtle hints, but ask how strongly they actually feel first.

Follow the Heat

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

Force a Choice, Not a Comparison

Be the world's first banana, not a 10x better apple

Forest Time

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

Frame, Name, Claim the Problem (Languaging & Point of View)

Use new language to reframe a problem so people see it differently and want a new solution.

Frameworks as Job Aids, Reps as the Goal

Adopting a framework is never the goal; getting reps through the full loop is.

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.

Friction Injection for Behavior Suppression

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

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.

Leadership7 steps

Golden Rituals (Named, Known by Friday, Templated)

Culture is the product you build for employees; rituals are how you ship it.

Good Friction vs Bad Friction

Adding friction that addresses the user's psyche can increase conversion, because not all friction is bad

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.

Guilty-Pleasure Career Bet

Find the thing you feel guilty getting paid for, do the hell out of it with intensity, and take non-linear risks.

Have Backbone, Disagree and Commit

Dissent is an obligation, not a right — and commitment only starts once you've been genuinely heard.

Head-Heart-Hands Micro-Experiments

Change yourself by running the tiniest possible experiment and reading the result through head, heart, and body.

High Agency, High Accountability

Pair the freedom to solve problems your own way with clear ownership of the hypothesis and the outcome.

High-Ceiling Market Test

Attack markets with a high ceiling and easy switching; incumbents win only where there's little left to build.

Hills-and-Valleys: Getting Value From Probabilistic AI Tools

Be patient and explicit, start small, and learn where the model is strong vs weak

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

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.

Hypothesis-to-Data Over Strategy

For most PMs, strategy is overrated — your real job is to shrink the time from hypothesis to data.

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.

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

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

Incubate-Iterate-Integrate for Innovating Inside a Mature Product

Build the new experience beside your core product, perfect it, then fold it back in — so you don't break existing customers

Inner vs Outer Scorecard Values Filter

Rank your real values, then test whether a decision optimizes for them instead of for status.

Input Metrics Over Output Metrics

Stop managing the revenue number. Instrument the controllable customer-experience inputs that produce it.

Inside-Out Leadership Circles

Lead from the center out — self first, then one-on-ones, teams, and the business — because external fuel cracks.

Institutional Memory of Experiments

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

Internal Virality for Alignment

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

Interview as Discovery: Be the Solution to Their Burning Problem

Treat a job interview like product discovery — find the hiring manager's burning problem and position yourself as its solution

Irrationally Optimistic, Uncompromisingly Realistic

Push hard toward a future you believe in while killing your own hypotheses as data arrives

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.

Just-in-Time Planning

Shrink long roadmaps to a lightweight monthly priority list and grant explicit permission to kill dead processes.

Keep the Flame Alive: The High-Speed-Train Comms Cadence

Weekly bite-sized, honest updates and 3-minute customer snippets build momentum no one wants to step in front of

Kill Hope Before Hope Kills You

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

Knowledge-Work End-State Idea Generation

Pick an area of knowledge work and reason forward to its end state as AI matures — then build for that.

Know When to Quit (Anti-VC-Persistence)

Winners hit big fast; if year 4-5 isn't screaming growth after a pivot or two, reset the clock.

Mindset5 steps

Ladder vs Map

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

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 Mining

Watch for people jumping through hoops to make your product do something, then make that the smooth path.

Leader Dogfooding for Product Pulse

Live and breathe your product as a real user (or meet customers) and trust the anecdote over the dashboard.

Leading a Team Through Crisis

Radical transparency plus generosity-first equity keeps your best people through the storm that needs them most

Legibility, Actionability, Authenticity

Three tests any goal must pass, regardless of whether you call it an OKR.

Lego Brick vs Lego Box (Selling Solutions Up-Market)

Sell ready-made solution boxes to move up-market while still building composable bricks behind the scenes.

Lightning Strike Go-to-Market (Supers, POV & Word of Mouth)

Concentrate firepower on super consumers with a reframing POV to ignite word of mouth.

Live in the Future and Notice What's Missing

Don't try to think of a startup idea — get out of the present so ideas find you

LNO Framework

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

Lowercase-c vs Capital-C: AI-Proofing Your Skill Stack

Sort every task into what AI does 80% well and what only a human can do — then invest accordingly

Lower-Confidence, Higher-Volume Experimentation

Drop the 95% confidence bar to run more experiments, backstopped by qualitative corroboration and a pre-set game plan

Magic Lenses

Evaluate competing implementation paths by plotting each through the eyes of the advisers you wish you had

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

Manager-as-IC Onboarding

New managers ship as individual contributors first — and keep doing it — before and while they manage people.

Manager Visibility via an Always-On Agent

Enlist a standing AI session across all repos and channels to stay on top of 8x throughput and drive conversations.

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

Manufactured Dogfooding

Invent internal reasons for every function to live in your product — quality follows hours logged.

Manufacture the Room (Bending the Universe)

Decide which room you must be in, then engineer a legitimate reason to be standing in it

Marketing's Reversibility Advantage: Try Everything, Make Noise

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

Measurements Are Not Insights (Instrumentation for Analytics)

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

Metrics Trees

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

Mirror the Founder's Intensity (Fight Entropy)

Every management layer leaks intensity; your job is to mirror the CEO's, not buffer it.

Mochary's Script for Difficult Conversations

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

Morale Is Made of Progress

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

Move Your Best Closers to Customer Success

In a downturn, patch the leaky bucket — put your top reps on keeping the customers you already have.

Naturally Hedged Product Portfolio

Build products that make money in opposite macro conditions so troughs in one are peaks in another.

NLX: Designing the Natural-Language Interface

Conversation is an interface with real constructs — design it, don't just let the model lead

No Linear Success Resilience

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

North Star Exploration

Turn aimless tech-tinkering into learning by chasing an arbitrary-but-real goal and being stubborn about reaching it.

Nothing Is Above Them, In The Details, They Adapt

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

Obsolete Yourself

Treat every repeatable thing you do as something to replace with software or an agent.

One Click Faster (Clock Speed Management)

Three tactics to raise an organization's pace without lowering its bar

Opinionated Simplicity

Ship one compelling opinion instead of ten confusing options — you learn faster being wrong than being neutral

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.

Optimizing for Feelings

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

Output-Toward-Outcome Measurement

Don't forsake motion for progress — keep asking whether the metric you climb still serves the outcome.

Packaging for Spread, Not for Revenue

Never gate the mechanism that grows you: limit files, not collaborators; charge editors, not viewers.

Paid Channel Sequencing Ladder

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

Passion-Project Learning (An Eval for Your Life)

Learn new tech by picking one passion project that forces you to touch everything you need to learn

Patience vs Process Diagnostic

When something's stalling, know whether it needs more patience or a process intervention

Pattern-Breaking Inside a Big Company

Make small bets that can fail a lot — and hide them from the mother ship

Persona-Framing for AI Product Behavior

Pick a human metaphor for your AI, then derive its behavioral guardrails from that role

Entrepreneurship5 steps

Picking a Sharp Problem

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

Planning in Seasons

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

Mindset3 steps

Polarization as a Naming Signal

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

Problem-First AI Adoption

Start from the customer problem and ask where AI helps — never from 'what do we do with AI?'

Product as Organism: the metabolic loop

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

Product-Market Fit = Retention

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

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.

Prompt Sets Are the New PRD

Communicate product ideas by building the prototype, not writing the doc — demos before memos

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.

PSHE — Problem, Solution, How, Execution

Level people by how much of the problem-to-execution chain they own, not by scope.

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

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

Radical Trust Building

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

Reading a Market Through ARPU and Profit Pools

ARPU is capped by per-capita income; a country's profit pools reveal what it actually values.

Reframe, Don't Push Back

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

Innovation7 steps

Research-to-Product Graduation

Move an incubated moonshot from the research lab to a product team without killing it or trapping the researchers

Reset Through Better Abstractions

Don't fear throwing work away — a better abstraction compounds and recovers sunk cost fast.

Retention-Aligned Sales Compensation

Pay reps for customers who stay, renew, and expand — not just for the logo they closed.

Rewrite vs. Restart: The Plane Decision

Never rewrite a live product with a big customer base; do shut down a small-traction acquisition and rebuild it

Right for Wrong

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

Running Products via the Daily Meeting

Assign one owner to an urgent problem, give them unlimited resources except time, and force a daily report until it's solved.

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.

Selling to Developers via Self-Serve Proof

Developers must prove products themselves, so invest in self-serve — sales can't convert them at the build stage

Shrink the Change to Build Trust

De-risk a scary idea into a two-week experiment with a fixed check-in date.

Signal Over Metrics (Pre-PMF Decision Rule)

You cannot optimize your way to product-market fit — hunt for pull, not conversion lifts.

Signal vs Noise Metric Selection

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

Single-Threaded Leadership

Kill resource contention by giving one leader one mission and every function they need to deliver it.

Mindset3 steps

Slow vs Fast Decisions

For any reversible decision there's no right or wrong — only slow and fast — so decide fast and correct fast.

Solution-Weighted Discovery

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

Solve Before Scale

Run in a distinct 'solve' mode before you ever switch to 'scale' mode

Sound Symbolism Letter Selection

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

Spec-as-What-Good-Looks-Like Verification

Check your definition of good into the repo so AI code review can automatically validate work against it.

Spending Chips: Breaking Rules Without Breaking Trust

Treat accumulated social capital as chips you deliberately spend to break the specific rules that block a new bet

SPOTAK: Decoding Hiring Intuition

Trust your gut on candidates, then use six traits to translate that gut into words others can act on.

Spotting Bad Strategy

Four tells that a 'strategy' is actually empty: no diagnosis, goals-as-strategy, fluff, and incoherent actions.

Start Embarrassingly Small

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

Stay Close to the Metal

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

Stewart Plus Two More

Never bring one option; show a Goldilocks three and hold the rest in the appendix.

Strategic Technical Debt as Leverage

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

Strategy Activation via Crossing the Chasm

Treat internal strategy rollout as an adoption curve — over-communicate the why and manage early adopters vs laggards

Structural Conditions for Innovation

Companies that say they tolerate failure but punish it in comp and career don't get innovation. Change the structure.

Superpower Excavation from Peak Stories

Find your true strengths by overlaying three peak-experience stories and spotting the theme that recurs.

Synthesis-to-Meme Storytelling

Turn scattered inputs into one distilled idea leaders can repeat from memory in a meeting.

Systematic Invention (Expertise + Scheduled Thinking + Recombination)

Be an expert, book two hours a month, and fuse two things that already exist.

Systematized Creativity by Extremes

Build the most extreme version along one attribute, feel it, repeat in the opposite direction, then find where they meet

Systems-First Scaling (One to 100)

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

Systems Over Headcount (The Small Bus)

Solve with better systems and talent density instead of adding people; a smaller bus turns faster.

Tactic-to-Strategy Discovery

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

Take People With You Before You Fix Anything

A new leader's toolbox is worthless until the team agrees a problem exists — build the why first.

Teach, Don't Pitch: The Buyer-Research Cold Open

Do research so good the buyer can't ignore it — give insight, not a sales pitch.

Teaching Hospital and Tech Assistant

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

The 10% Working-Version Rule

Have a testable working version by the time 10% of your time budget elapses, not at the halfway point

The 10x Leverage Desk

Spend your finite time only on problems with 10x positive or negative impact — and physically move yourself into the details until they're solved.

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 2004 Red Sox Team-Composition Model

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

The 200K-User Experimentation Readiness Rule

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

The 20-Minute Focus Ignition

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

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 60/30/10 Portfolio Capacity Split

Allocate team capacity across incremental wins, operations, and audacious bets before priorities compete

The 60-Second Meeting Reset

Buy a context-starved exec 30 seconds of orientation before you pitch.

The Absurd-Scenario Interview (Screening for Second-Order Thinking)

Pose an impossible hypothetical and grade the chain of consequences, not the answer.

The Action Agenda (Ambition-Filter Method)

Stop writing a 'strategy.' Filter your ambitions down to one important, addressable challenge and act.

The Agency-Control Autonomy Ladder

Ship AI in graduated versions, trading human control for machine agency only as trust is earned.

The AI Startup Moat: Data Flywheel + Crafted Workflow

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

The AI Success Triangle

Successful AI adoption is a people problem first: great leaders, good culture, and technical progress.

The Anti-Sell Coach Decision Framework

Most people don't need a coach — test the goal against cheaper alternatives, then select for vibe over credentials.

Peak Performance5 steps

The Apex Survivor Model (Metabolism, Conversion, Adaptation)

Species that lasted 100M years share three traits — run your company on the same three.

The Balanced Feedback Portfolio

Treat every feedback channel as a biased sensor, then hold a portfolio so you have no blind spots.

The Bar Raiser Hiring Process

Put a trained, independent standard-keeper with veto power on every interview loop — and let them run the debrief.

The Behavioral Diagnosis

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

The Best-Teams Adoption Heuristic

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

The Better Trap

A 'better' copy of an existing solution to a well-understood problem almost always fails.

The Bottom-Up Fit Checklist

Four market conditions plus one leadership condition that decide whether an IC-led motion will work.

The Broccoli-Inside-Sugar Product Strategy

Hide your ambitious vision inside a form factor people already want and use daily.

The Career-Stage PM Skill Stack

Master three skills as a junior PM, three different ones as a senior — not all twelve at once

The Cascading Metrics Review

One hour a week of public metric probing that forces every leader to actually know their business

The Champion Amplification Flywheel

Grow your internal champions' careers, and their credibility becomes your credibility.

The Community Node-Graph Channel Strategy

Map the influence graph of an existing community, then go to its centres — for feedback, not a pitch.

The Compelled-to-Work-on-It PM Interview

Hire PMs by testing whether their story makes YOU want to go work on their boring old problem.

The Competitor-Launch Name Probe

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

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)

Communication6 steps

The Constructive Feedback Script

Deliver hard feedback with observable facts, shared-knowledge framing, and one clear leave-with action

The Crux: Insight Through Immersion

Find the single hardest solvable part of the problem, immerse in it, and let insight emerge.

The D5/D7 Ungameable North Star

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

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.

Innovation7 steps

The Data-Informed Product Loop

Strategy to models to measurement to bets to impact to learning — find the broken link.

The De-Buzzword Test

Ask people to explain their idea without using the buzzword — if they can't, they haven't thought it through.

The Dehydrated Company Hiring Model

Only hire when a function is underwater, so headcount forces ruthless prioritization

The Delta 4 Framework

Score old vs new solution out of 10; if the efficiency gap isn't 4+, the product won't stick.

The Design Sprint Scorecard

Break your founding hypothesis into rows and grade each one red/yellow/green after head-to-head customer tests

The Differentiation 2x2 (Escape Loserville)

Plot two customer-facing differentiators you can prove and own the top-right; the other three quadrants are Loserville

The Diseases of a Devolving Product Company

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

The Double Triangle: PM as Go-To-Market Discipline

Sit the PM between two triangles — build (eng/product/design) and sell (sales/marketing/PM) — and originate the customer's language

The Dummy Explanation (Escape Your Bubble)

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

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 Enterprise AI Adoption Ladder

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

The Five Markers of High-Performing Product Teams

Coherence, stubborn beliefs, faith in product, matching words to actions, contextual skills.

The Five PM Archetypes

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

Entrepreneurship5 steps

The Foundation Sprint

A 10-hour, 3-phase team sprint that turns a vague startup idea into one testable founding hypothesis

Entrepreneurship5 steps

The Founder Prenup

Talk through values, vision, conflict, decisions, and culture before you co-found

The Founding Hypothesis (Mad Libs Strategy Sentence)

Compress your entire startup strategy into one testable fill-in-the-blank sentence — then go prove it

The Foundry: Facilitating a Group to One Action Agenda

Put the leader plus 7-8 people in a room, surface 25 problems, then focus on the one or two addressable ones.

The Four Filters for Career Acceleration

Growth rate, strength-fit, deferred comp, and the C-suite question — pick jobs on these, not on salary.

The Four Keys to IC Love

Credibility, build-with-users, go where they already are, and radical transparency.

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 Phases of Focus

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

The Four Product Risks and Their Owners

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

The Four Tests of a Compelling Product Vision

A vision must be lofty, realistic, free of today's constraints, and anchored to a potent problem.

The Four Things a Product Manager Brings to the Team

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

Mindset2 steps

The Fresh-Start Test

Ask 'if I started today, would I do this?' — and if the answer is different, change now, not next life

Sales3 steps

The Friction Commitment Test

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

The Future Headline

Write the tech-press headline your launch would earn, mocked into the real publication's page.

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

Leadership8 steps

The Hiring Signal Stack Rank

Reference check beats work sample beats interview — and run the reference check first.

Innovation6 steps

The Horizon-3 Research Team That Ships

Fund a 3-5 year research team, then bolt it to product so ideas actually reach production.

The Human Behind the Role

Optimise for being loved, not liked — earn the right to give raw feedback by proving you care first.

The 'If I Could Have Written It' Content Bar

A one-question filter for whether technical content will earn credibility or be ignored.

The Impact-Not-Activity Interview

Win interviews on presence and enthusiasm first, then on impact — never on how hard you worked.

The Impossible Shared Case Study

Give every candidate the same unsolvable problem and grade how far they drill and how they react.

The Inflection Stress Test

Four questions that separate a real inflection from a vague 'why now'

The Input-Metrics Stack for Developer Productivity

No single metric rules them all — combine per-component input metrics that ladder up to time-to-value.

The Job Search Council

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

The Kernel of Good Strategy

Every real strategy has three parts: a diagnosis, a guiding policy, and coherent action.

The Kryptonite Reframe

Ask 'how does this serve me?' to convert a perceived weakness into a functional advantage — or decide to route around it.

The Lighthouse Users Program (10 → 100 → 1,000)

Deliberately serve a tiny, named set of customers through defined stages instead of chasing MAU too early

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 Love-Hate Disruption Test

Gauge whether an idea is truly disruptive by how polarized the reactions are, not how positive.

The Low-Trust Market Playbook

In low-trust markets, trust concentrates — so focus becomes a curse and the super app wins.

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 Magic Loop

A five-step, repeatable loop that converts helping your manager into leverage for your own goals.

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 Marquee Mock Exercise

Hand everyone blank App Store screenshot panels and make them draw the world where the problems are solved.

Themes for Discussion at the Top of the Doc

Bubble up the spiciest 3 topics live; answer the hundred nitpicks offline.

The Middle-Manager Reporting Veto

Automatically say no to customization features that ease manager reporting at the cost of IC workflow

The Naming Diamond Exercise

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

The Once Upon a Time Vision Story

A five-blank Mad Libs template that turns a product vision into a story anyone can retell.

The One-Quarter Empowered Team Experiment

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

Communication6 steps

The Operator's Manual (Answer First)

Answer the question, then explain — or shut up. The tactical checklist for PM communication

The Ops Cadence Spreadsheet

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

The Orchestra Leader Model

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

The Org Chart With Your Name On It

Win the promotion by solving your boss's org problem, not by asking for your next title

The Overall Evaluation Criterion (OEC)

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

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 Pantry Test

If the idea starts with the ingredients you already have, you are not working backwards

The Personal Operating Manual

A working-style 'read me' so teammates know how to work with you before friction starts

The Pickle: Iterated Product Quality List

A lightweight, memorably-named ship checklist you grow one line at a time from every miss.

The Pill-in-the-Hot-Dog Onboarding

Bury the intimidating-but-necessary onboarding step inside familiar, exciting content instead of leading with it

The Pivot Decision Algorithm

Five ordered gates — problem, assets, energy, team, capital — that decide whether to pivot or shut down after losing PMF

The PM-Engineering Alignment Operating System

Run product and engineering as one leadership unit with clear ownership and async, iterated reviews.

The PM Owns the Why

Don't spec the what — distribute the why so hundreds of local decisions come out right.

Sales5 steps

The Practitioner Advocate Role (The Tom Factor)

Hire a passionate user from your community into marketing and sales — no quota, no CRM.

The Pre-Firing 'Crystal Clear' Conversation

Before you fire anyone, have the deal-breaker conversation that makes firing never a surprise

Innovation8 steps

The PRFAQ Working Backwards Document

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

The Product Manager's Four Areas of Homework

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

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 Promotion-Denial Conversation

Deliver the no upfront, give the reasons, then paint hope for the future

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 Pyramid of Leadership Self-Awareness

Four levels from knowing nothing about yourself to treating diverse worldviews as an asset.

The Reverse Anna Karenina Principle

Dysfunctional companies all fail the same way; high performers succeed in wildly different ways.

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 Sharp Problem

Build for old, enduring needs re-imagined with new tech so the improvement is 3-10x undeniable

The Shipyard Team

Organize product work as a six-capability pod of controlled chaos with sensory 'tendrils' to customers

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 Skip — Plan the Move After Next

Optimize career decisions for the job two moves out, not the next job.

The Strategy Choice Cascade

Five interlocking questions that force a strategy into an integrated, reinforcing whole.

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 Superpower Overlap Test

Find your true strengths via a two-layer self-plus-peer assessment, then only take roles where your superpower meets the company's.

The Teach-Me-Something-In-One-Minute Interview

A 60-second timed teaching exercise scored on completeness, complexity, and clarity

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 Technology Wave Specialization Ladder

Ratchet down on a new technology while it's still weird — teardown, no-code, then fun build

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.

The Three Concentric Circles of Evangelism

Socialise a vision outward: core team, then stakeholders, then leadership as high as you can reach.

The Three Dimensions of an Agent

Score any 'agent' on autonomy, complexity, and natural interaction — each a spectrum

The Three Elements of a Breakthrough Idea

Grade any startup idea on inflections, insight, and founder-future fit — not the implementation

The Three-Hire Performance Team Sequence

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

The Three Modes of Customer Understanding

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

The Three Pattern-Breaking Actions

Movements, storytelling, and disagreeableness — how you get people to move to your future

The Three Questions to End Every Meeting

Close every meeting with: what did we decide, who does what by when, and who else needs to know

The Three Sacred Accesses

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

The Three-Slide Believer Pitch

What you do, your non-obvious insight, then proof — built for believers, not objectors

The Time-Boxed Leap Bet

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

The True Competition Metric

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

The Two-Crisis Triage

Classify every founder crisis as cash or product-market-fit, then run three diagnostic questions before acting

The Two-of-Three Inflection Test

Only build a new zero-to-one product when at least two of three inflections line up

The Two-Step Bottom-Up GTM Motion

Make individual contributors love you, then arm them to spread you inside their company.

The Two-Year Publishing Cadence

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

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 Value Deny: Finding Opportunity in What You Can't Buy

List what you should be able to buy but can't, or how a familiar product ought to work but doesn't.

The Values-Obedience 2x2 (Krishna, Rama, and Founder Dharma)

Plot leaders on values x obedience to see who creates, who sustains, and who must never be hired.

The Weekly Marketable Feature

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

The 'Why Now' Perishability Test for Internal Pitches

A good business case that lacks a strong 'why now' trigger gets parked; make the opportunity feel perishable

Mindset5 steps

The Why School (Training Second-Order Thinking)

One 'why' question per meal, answered the next day — how second-order thinking gets built.

The Wonder-Explore-Make-Impact Incubation Gate

A four-stage vocabulary with 6-pager gates that lets a big company incubate new bets without prematurely scaling them

The Working Backwards PR/FAQ Process

Start every new product from the customer's problem, written as a press release, before any constraint enters the room.

The Zero-Ask Assistant (Copilot Design Philosophy)

If the user has to ask for it or wait for it, they won't adopt it — build assistance that infers.

The Zone of Benefit (3x Rule)

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

The Zone of Genius Calendar Audit

Bucket last quarter's calendar by joy, then ask what only you can do

Three-Team Blind Briefing

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

Throwaway Prototyping To Discover The Product

Build disposable prototypes on real data to feel what works before writing any production code.

Top 10 Things You Should Know

A living, stack-ranked problem doc every PM owns — and every stakeholder must fill in too.

Treat the Executive as Your Key User

Run stakeholder conversations as discovery interviews, not approval requests.

Trust as Currency

Trust is built by repeatedly setting and meeting expectations — and it buys you resources

Turn Your Biggest Blocker Into Your Upgrade Wedge

Find the single thing stopping adoption, go deeper on it than anyone, and make it the reason to upgrade.

Two-Day Work-Test Hire

Bring finalists on-site for two days to do a real end-to-end project — it screens skill and fit at once.

Two Routes to Win: Differentiation or Low Cost

You must be the differentiated choice or the lowest-cost provider — anything in between gets bullied.

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 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.

Unpack the Mindset Into Teachable Skills

Replace 'product sense' and 'high agency' with the specific competencies underneath them.

Update Your Priors: The AI Capability Arbitrage

Re-test what AI can do today and demand more of it — old scar tissue is leaving alpha on the table

Use AI As Leverage On Your PM Time

Assign the model a role, feed it more context than you could read, and iterate the prompt until it works.

User-Value Thermodynamics

Users are lazy; adoption only happens when total value delivered exceeds total effort spent, ideally by 10x.

Values as a Mirror

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

Virality as Customer-Augmented Marketing

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

Warm-Intro-via-Text Closing Play

Host a customers-only event, harvest referrals, and convert them over text — not email.

What-If Before Why-Not

Evaluate a disruptive idea by imagining its upside first, then treat the objections as your build list.

When You Eat a Sandwich, Don't Nibble

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

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 on the Platform, Not the Features

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

Win the Early Majority with Simplicity

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

Work Alone Together (Note-and-Vote)

Replace group brainstorms with silent individual idea generation, a quiet vote, and one designated decider

Working Backwards (Problem-First Product Development)

Start from the customer problem, not the ingredients you happen to have in the pantry

Year-Horizon Growth Portfolio

Protect growth teams from weekly-win pressure by committing to low/medium/high bets over a year-long horizon