Bolt

Adversarial Multi-Model Peer Review

Have rival LLMs review each other's code and fight it out until no issues remain

Mindset4 steps

Agency Over Title: The Force-Multiplier Mindset

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

Best-Rep Email Cloning

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

Strategy3 steps

Biggest-Bottleneck Prioritization

Solve the single biggest problem, then pick the next — don't dream up a long roadmap.

Build Only at the Magic Intersection

Don't ship what anyone could build off the shelf — build only where model and product uniquely meet.

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

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

Context Loading (Additional Information)

Front-load all relevant task information — and put it at the top for caching

Marketing3 steps

Credits-for-Sharing Loop

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

Entrepreneurship4 steps

Defensible Moats for AI Startups

Four durable places to build in AI where foundation-model labs are least likely to squash you.

Peak Performance4 steps

Engineering the Creative Peak

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

Ensembling (Mixture of Reasoning Experts)

Solve the same problem several ways and take the most common answer

Few-Shot Prompting

Show the model examples of what good looks like instead of describing it

Entrepreneurship3 steps

Follow the Pull

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

Leadership4 steps

Generalist-With-A-Superpower Hiring

Hire people who care obsessively, have a generalist brain, and one absolute superpower — then trial them for a week.

Peak Performance3 steps

Genius-Zone Time Budget

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

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.

Productivity4 steps

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

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

Productivity5 steps

Hunting New Bottlenecks When AI Writes the Code

When AI removes the coding bottleneck, constraints shift up and downstream — go find them.

Entrepreneurship4 steps

Irrationally Optimistic, Uncompromisingly Realistic

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

LLM-Optimized Codebase Architecture

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

Magic Lenses

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

Communication4 steps

Make the Other Mistake (Prompting for Brutal Feedback)

To get honest AI critique, over-correct toward brutal — the model won't actually overshoot.

Marketing4 steps

Milestone-Gated Launch Sequence

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

Minimum Lovable Product Ladder

Replace the MVP with a three-rung ladder: minimum lovable, lovable, absolutely lovable.

Model Casting by Personality

Route each task to the model whose 'personality' matches, and split plans to fit

Negotiate From Genuine Indifference

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

Self-Mastery4 steps

One-Week Top-1% AI Fluency Sprint

Pick a real problem and spend one full week taking it end-to-end with AI — that alone puts you in the global top 1%.

Self-Mastery4 steps

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.

Strategy3 steps

Practitioner-Sourced Wisdom

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

Precision Prompting for AI Builders

Never tell the AI 'it doesn't work' — state exactly what you expected and which parts do and don't.

Product-First, Add-AI-Later

Design the end-to-end product experience first, then add AI to solve specific problems — never retrofit AI into a broken flow.

Prompt Decomposition

Make the model list the sub-problems first, then solve each before the whole

Strategy5 steps

Prompt Injection Defense Stack

Stop trying to fix injection with prompts and guardrails — mitigate at the model level

Self-Mastery3 steps

Raise Your Happiness Baseline

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

Productivity4 steps

Root-Cause Tooling Post-Mortem

When AI botches something, ask what in its prompt caused it — then patch the tooling

Self-Criticism Loop

Get the model to critique its own answer, then implement its own critique

Marketing4 steps

Simple, Novel, Emotional: The Shareability Formula

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

Marketing4 steps

Single-Channel Build-in-Public Bet

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

Speed-to-Aha Over Best Product

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

Stuck-Point Scaling Law

Reliably improve an AI system by hunting where it gets stuck and tuning those spots with a fast feedback loop.

Systems-First Scaling (One to 100)

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

Leadership4 steps

The 10-to-1 Input/Output Kill Test

When you pour 10 units of effort in for 1 unit of output, the project has run its course.

The 30-Day Agent Training Loop

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

The AI-as-CTO Persona Project

Cast the AI as an opinionated technical co-founder to kill sycophancy and premature coding

Peak Performance5 steps

The AI Interview-Prep Coach System

Build an AI coach, mine the real question bank, drill weak spots — then mock with humans

The AI Startup Moat: Data Flywheel + Crafted Workflow

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

Entrepreneurship4 steps

The Chief Agentic GTM Officer Play

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

Leadership4 steps

The Dehydrated Company Hiring Model

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

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

Self-Mastery4 steps

The Exposure-Therapy Tool On-Ramp

Ease into coding tools in graduated steps so code stops being terrifying

Leadership6 steps

The Five PM Archetypes

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

The Forward-Deployed Engineer Vendor Column

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

Entrepreneurship5 steps

The Foundation Sprint

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

Entrepreneurship3 steps

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 GTM Agent Deployment Sequence

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

The Incognito Cry Test

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

Communication3 steps

The Internal-Signal Quality Bar

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

The Lead-Rich Audit

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

Self-Mastery3 steps

The Learning-Opportunity Command

Turn every confusing moment into an 80/20 lesson aimed at your current skill level

Mindset3 steps

The Lindy Commitment Test

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

Leadership3 steps

The Painful-Mistake Growth-Mindset Interview

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

Communication4 steps

The Relentless Iteration Loop

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

Communication3 steps

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.

Productivity7 steps

The Seven-Command Build Loop

Six slash-commands turn vibe-coding into disciplined software delivery for non-coders

Leadership3 steps

The Six-Month Autonomy Razor

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

The Three-Part AI Product Utility Equation

A useful AI product needs model intelligence, context/memory, and application/UI to all converge.

Communication4 steps

Work Alone Together (Note-and-Vote)

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