Self-learn series

Understand the machine.

The tech world isn't just a website, an app, or some code. It's an operating system of repositories, infrastructure, security, teams, and process. This is the resource library for non-technical founders, operators, and business leaders who want to understand how it all actually works.

56
articles
10
fundamentals
8
key roles

Watch first

How startups are built, funded, valued, grown, bought, or die.

A short visual walkthrough of the entire startup lifecycle. From the first line of code to a cap table, a valuation, a growth curve, and either an exit or a shutdown. Watch these in order before you read anything else.

01 / How startups are built

How to Start a Startup, Lecture 1

Sam Altman (Stanford / Y Combinator)

What a startup actually is, why most fail, and what 'building' really means in the first 18 months.

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02 / Why startups raise, and what funding really is

Startup Funding Explained, Seed to Series C

Y Combinator

Watch on YouTube

Funding is selling a slice of your company for cash to grow faster than your revenue allows. This breaks down the rounds in plain English.

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03 / Cap tables, dilution, and ownership

How a Cap Table Works (and how dilution affects founders)

Carta / Y Combinator

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Every round changes who owns what. This is the spreadsheet view: founders, investors, options pool, and what dilution actually costs you.

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04 / Valuation, what your startup is 'worth'

How Startup Valuations Actually Work

a16z / Y Combinator

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Valuation is not a price tag, it is a negotiation about the future. Pre-money vs post-money, SAFEs, and why the number is mostly a story.

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05 / How startups grow

How to Grow, Distribution and Traction

Alex Schultz (Facebook / Y Combinator)

Watch on YouTube

Real growth is loops, retention, and one channel that works, not vanity launches. The clearest talk on what 'growth' means.

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06 / How startups get bought (M&A)

How Startup Acquisitions Actually Work

CB Insights / a16z

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Why companies buy startups (talent, product, market, threat), how the deal is priced, earn-outs, and what founders actually take home.

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07 / Why most startups die

Why Startups Fail, The Top Reasons

CB Insights / Y Combinator

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No market need, ran out of cash, wrong team, got out-competed. The autopsy of hundreds of dead startups, so yours isn't next.

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Hire Me — Advisory, Limited Availability

I fix broken startups.

Mark Filaroski

I work with founders and owners who are stuck. I move fast, I am direct, and I do not sugarcoat. If your startup is broken, I will tell you exactly why and what to do about it.

  • Fix broken startups quickly. Identify the real blockers and remove them.
  • Fire the people blocking your success. The wrong hires, the politics, the drift — I cut through it.
  • Tell you if you should kill the startup. We shoot sacred cows. No ego, no denial — just honest truth.
Mark Filaroski, startup advisor

The only three things that matter

Distribution, product, and revenue.

Almost every dead startup died of the same three diseases: nobody could find them, the product did not actually solve a painful problem, or they never built a machine that turns attention into money. Everything else — the deck, the title, the office, the roadmap — is noise until these three are working. This is where I spend my time, and this is what the library teaches you to think clearly about.

01 / Distribution

Distribution beats product. Almost always.

The best product nobody hears about loses to a mediocre one with a working growth engine. Distribution is not 'doing marketing' — it is owning a repeatable channel that brings the right people to you, again and again, cheaper than they are worth.

  • Pick one channel and win it before touching a second.
  • Build loops, not launches — retention and referral compound.
  • Know your CAC and payback before you pour cash into ads.
  • Content, SEO, partnerships, sales-led, product-led: choose on evidence.
Why distribution matters

02 / Product

Product is the problem you solve, not the features you ship.

Founders fall in love with what they built instead of the problem it is supposed to kill. A real product makes a painful, frequent, expensive problem disappear — and people notice when you take it away. Everything you build should earn its place against that bar.

  • Solve a problem people already pay (in time or money) to avoid.
  • Ship the smallest thing that proves real demand.
  • Talk to users until the pattern is undeniable, then build.
  • Cut features that don't move retention — complexity is debt.
Understand the startup stack

03 / Revenue (Sales)

Revenue is the only proof the market agrees with you.

Sales is not a dirty word — it is the scoreboard. Until money changes hands, every other metric is a story you are telling yourself. A revenue machine means predictable pricing, a clear path from interest to payment, and a motion you can repeat without the founder in every deal.

  • Charge early — paying customers tell the truth, free ones flatter.
  • Price on value delivered, not on cost or on fear.
  • Build a repeatable sales motion you can hand to a team.
  • Track the funnel: lead → demo → close → expand → renew.
Funnel and metrics

How they connect

Distribution gets the right people in front of the product. The product proves it solves their problem. Revenue confirms the problem was worth paying to solve. Break any one link and the chain stops — most founders obsess over the link they enjoy and ignore the one that is actually broken.

Where startups stall

Great product, no distribution: a secret nobody buys. Great distribution, weak product: fast growth, faster churn. Both working, no pricing discipline: busy, loved, and quietly going broke. I find which one is killing you and we fix that first — not the comfortable one.

What good looks like

A channel you can turn up and predict. A product people would be angry to lose. A sales motion that closes without heroics and a price that reflects the value you create. When those three hum together, growth stops feeling like luck and starts feeling like a system.

01 / Section

The Basics

How modern software actually works , from repos to deployment.

01#infrastructure

Where Your Code Lives: The Repository

The 'home' for software code is called a repository. It's the warehouse, filing cabinet, and history book of every serious software company.

Read
02#engineering

Developers Write Code

Developers are the builders of software. Code is simply instructions that tell computers what to do , and different developers specialize in very different layers of the stack.

Read
03#infrastructure

The Cloud: Where Software Actually Runs

Most startups don't own physical servers. They rent computing power from cloud providers like AWS, Azure, and Google Cloud.

Read
04#data

Databases: Where Information Lives

Every software product stores information somewhere. That storage system is called a database , the memory of a software company.

Read
05#integrations

APIs: How Software Talks to Other Software

APIs are digital connectors. Modern startups are heavily API-driven , every payment, login, and shipping flow runs through one.

Read
06#devops

Deployment: How Code Goes Live

Writing code is only part of the process. Deployment moves code from development into production , safely, repeatedly, and with discipline.

Read
07#devops

Production vs Development

Most startups have multiple environments. Development is the safe sandbox. Production is real users, real money, real risk.

Read
08#operations

Startups Move Fast

A startup's job is to learn quickly, build quickly, and survive long enough to win. Speed creates pressure , and demands discipline.

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09#engineering

Technical Debt

Some technical debt is normal. Too much creates bugs, instability, security risk, and engineering frustration.

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10#leadership

What Non Technical Founders Must Understand

Software is not magic. It's systems, people, process, architecture, and disciplined execution. The best founders learn enough to ask intelligent questions.

Read

Bonus

Curated resources for non-technical founders.

Y Combinator, Paul Graham, freeCodeCamp, GitLab Handbook, Figma, and more , organized for self-study.

View resources