7 case studies that prove this is already happening.

Every claim in the book is backed by real companies, real revenue numbers, and real consequences. No hype without evidence.

Evidence sources

Sources: TechCrunch, SaaStr, Carta, SEC filings, company blogs

Case studies

  • $80M

    Maor Shlomo / Base44

    Solo Founder → Wix Acquisition

    • Solo Founder
    • Vibe Coding
    • Israel

    Built a vibe-coding platform entirely alone. Hit $1M ARR in just 3 weeks after launch. Grew to 400,000 users in 6 months. Sold to Wix for $80M cash with an additional $90M tied to milestones.

    • 3 weeks
      Time to $1M ARR
    • 400,000
      Users
    • 1 (solo)
      Employees
    • $80M + $90M
      Exit value

    "Yes, absolutely I felt lonely. — Maor Shlomo on the solo founder path"

    Featured in Chapter 1 & 16
  • $3M+/yr

    Pieter Levels

    Zero Employees, Zero Investors

    • Indie Hacker
    • Portfolio
    • Netherlands

    The unofficial patron saint of solo founders. Runs NomadList, RemoteOK, and PhotoAI — a portfolio of 40+ products generating $3M+ per year. Zero employees. Zero investors. Just one person with a laptop.

    • $138K/mo
      PhotoAI MRR
    • 40+
      Products built
    • 0
      Employees
    • 0
      Investors

    "PhotoAI launched Feb 2023 and became his fastest-growing product ever — 70% of total income by Nov 2025."

    Featured in Chapter 4 & 16
  • $130K/mo

    Tony Dinh / TypingMind

    Built in Literally One Day

    • Indie Hacker
    • AI Wrapper
    • Vietnam

    Vietnamese indie hacker who quit his job to build apps solo. When the ChatGPT API dropped, he registered TypingMind.com and built v1 in one day. Made $22K in the first week. Now clears $130-160K/month working 20 hours per week.

    • 1 day
      Time to build v1
    • $22,000
      First week revenue
    • $130-160K
      Current MRR
    • 20
      Work hours/week

    "With TypingMind making more than $1M a year, I now have the option to stop working entirely. — Tony Dinh"

    Featured in Chapter 2 & 16
  • 20x

    Devin AI / Cognition

    The First AI Software Engineer

    • Autonomous Agent
    • Enterprise
    • USA

    Goldman Sachs deployed Devin alongside their 12,000 human developers. 20x efficiency on vulnerability fixes (1.5 min vs 30 min). Large bank migration: 3-4 hours per file vs 30-40 for humans. Pricing dropped from $500/month to $20/month.

    • 67% (2x YoY)
      PR merge rate
    • 20x faster
      Vulnerability fix speed
    • Thousands
      Enterprise clients
    • $20/month
      Price (Core)

    "Goldman Sachs CIO described the vision as a hybrid workforce achieving 20% efficiency gains across engineering."

    Featured in Chapter 8
  • -4,000

    Block (Jack Dorsey)

    Largest AI-Attributed Workforce Cut

    • Layoffs
    • Fintech
    • USA

    Reduced workforce from 10,000 to fewer than 6,000 in March 2026. The largest single workforce reduction explicitly attributed to AI automation in corporate history. AI now handles 70-80% of all customer inquiries.

    • ~4,000
      Jobs cut
    • 70-80%
      AI inquiry handling
    • "AI capability"
      Reason cited
    • No
      Financial distress?

    "This is not driven by financial difficulty, but by the growing capability of AI tools to perform a wider range of tasks. — Jack Dorsey"

    Featured in Chapter 14
  • $2T

    The SaaSpocalypse of 2026

    The Great Software Repricing

    • Market Crash
    • SaaS
    • Global

    Between Jan 15 and Feb 14, 2026, approximately $2 trillion in market cap evaporated from the software sector. For the first time in history, software stocks trade at a discount to the S&P 500. Per-seat pricing collapses when AI does the work of 5 employees.

    • ~$2 trillion
      Market cap lost
    • 90% by 2026
      AI wrapper failures
    • 23%
      Q1 2026 layoffs citing AI
    • Discount (1st time)
      Software vs S&P

    "Multiple SaaS companies reported slowing growth in Q4 2025 — not because AI failed, but because it succeeded too well."

    Featured in Chapter 15
  • $2.5B

    n8n

    The Connective Tissue of Autonomous AI

    • Automation
    • Open Source
    • Germany

    $180M Series C at $2.5B valuation (Oct 2025). The workflow automation platform that connects AI agents to real business processes. Delivery Hero saves 200 hours/month. Koralplay automates 70% of payment support tickets.

    • $2.5 billion
      Valuation
    • $180 million
      Series C
    • 200 hrs/month
      Delivery Hero savings
    • 70% of tickets
      Koralplay automation

    "We have seen drastic efficiency improvements since we started using n8n. — Delivery Hero Director of Global IT"

    Featured in Chapter 6 & 10

Key statistics

  • 36.3%
    Solo founder startups (2025)
  • 45,363
    Tech layoffs Q1 2026
  • 20.4%
    Explicitly AI-linked
  • 70-80%
    Amodei's billion-dollar odds

The evidence is overwhelming.

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