How Founders Use AI

How people use AI, and the tool for each job.

The AI map of which tool is for which job, checked on 29 October 2026, what changed since July, and every video, thread, guide, podcast and tool behind 360 answered questions on putting AI to work.

The AI map: which tool is for which job, as of 29 October 2026

Models and assistants AI assistants Frontier models Open-weight models Decision models

Building with AI Coding agents App builders Design and presentations Spreadsheets, data and internal tools

Agents and research Agents that do tasks for you AI browsers No-code automation with AI steps Research and search Meeting notes and everyday productivity

Making media Video generation Images Avatars and voice Music and audio Video editing

AI at work Prospecting and sales Marketing, ads and AI search Customer support agents Legal and contracts Finance and accounting Hiring and HR

What changed since July

  1. 28 Oct 2026 GitHub began including Copilot with GitHub Enterprise licences and added projects to the Copilot app, where several agents work across repositories. Coding agents github.blog
  2. 27 Oct 2026 n8n released the 3.0 beta, a reliability and security release with breaking changes; self-hosting now runs on Docker only and the stable release is due in early December. No-code automation with AI steps blog.n8n.io
  3. 27 Oct 2026 Hex released Hex 4.0, rebuilt for analysts and AI agents working together, with a $100 million raise. Spreadsheets, data and internal tools hex.tech
  4. 26 Oct 2026 Replit launched Replit for Business, and the next day Cloud Agents that let non-engineers propose changes to a company codebase. App builders blog.replit.com
  5. 26 Oct 2026 OpenAI released GPT-6.1 Terra at $1 / $5 per million tokens, half the price of GPT-6.1 Sol. Frontier models openai.com
All 108 changes

What founders use most, ranked by how many answers lean on it.

  1. A learner's honest diary of mixing AI help with fundamentals. dev.to Article How I'm learning to code in the AI age DEV Community
  2. Ask AI 'why' questions, not 'how' questions: the technique explained. medium.com Article How to learn coding in the AI era: smart ways for beginners Bootcamp (Medium)
  3. The free path if you decide to go deeper than prompting. freecodecamp.org Guide AI engineering roadmap freeCodeCamp
  4. A $0 learning stack that replaces a paid bootcamp. nxcode.io Guide How to learn to code with AI: the free beginner's guide NxCode
  5. Vibe coding is now a paid skill; here is what employers want. lennysnewsletter.com Podcast The rise of the professional vibe coder (a new AI-era job) Lenny's Podcast (Lazar Jovanovic)
  6. The billion-software-creators thesis unpacked. digidai.github.io Article Amjad Masad: Replit's $3B AI coding platform (deep analysis) DigiDai
  7. Proof of how far you can get with concepts but no syntax. medium.com Article Claude Code for non-coders (by a non-coder) Kevin J. Andrews
  8. Sets realistic expectations for the no-code-background founder. buildtolaunch.substack.com Article What is Claude Code? The non-developer's honest answer Build to Launch
  9. Non-software uses that build your machine-collaboration muscles. redblink.com Guide Claude Code for non-developers: everyday AI workflows guide RedBlink
  10. The single most convincing data point for the category. techcrunch.com Article 6-month-old, solo-owned vibe coder Base44 sells to Wix for $80M cash TechCrunch
  11. The full backstory: bootstrapped, under 10 people, sole shareholder. calcalistech.com Article Vibe coding fever: solo entrepreneur's Base44 acquired by Wix CTech (Calcalist)
  12. The acquirer's own strategic rationale, in primary-source form. wix.com Article Wix press release: acquisition of Base44 Wix
  13. The deal economics, unit by unit. getlatka.com Article Base44 acquired for $80M on $3.5M revenue, a 22x multiple GetLatka
  14. The human cost of the solo AI-founder route, told honestly. calcalistech.com Article 'Yes, absolutely I felt lonely': Base44 founder on the solo path CTech (Calcalist)
  15. A tactical timeline you can benchmark your own build against. intro.co Article How Base44 got acquired in 500 days Intro
  16. Solo, no employees, AI-built products: the revenue proof. levels.io Article I hit a new $420,000/mo revenue record Pieter Levels
  17. Video From 0 to $15M ARR in 3 months | Mukund Jha, CEO of Emergent Mukund Jha interview
  18. Defensibility and unit economics of the fastest-scaling company ever. podcasts.apple.com Podcast 20VC: Lovable CEO Anton Osika on $120M ARR in 7 months 20VC (Harry Stebbings)
  19. Revenue milestones with headcount: 45 people at $100M ARR. getlatka.com Article How Lovable hit $100M revenue in 8 months GetLatka
  20. Seven years of grind before the five-month explosion: the real arc. iheart.com Podcast Bolt.new CEO Eric Simons: one of the fastest growing AI companies World of DaaS (Auren Hoffman)
  21. How usage-based AI pricing built a rocket. open.spotify.com Podcast From 0 to $40M in 5 months: the Bolt.new story Eric Simons interview
  22. Video Stop vibe coding. Start getting customers. Greg Isenberg
  23. A concrete, copyable customer-acquisition playbook. x.com Thread How to grow your vibe-coded SaaS with creators + YouTube Greg Isenberg
  24. The updated numbers a year on, with playbook extraction. startupriders.com Article Lovable's growth playbook: 0 to $400M ARR in 14 months Startup Riders

Show the next 24

Playbooks

A goal, and the route through it a step at a time.

Start using AI well Pick an assistant, learn with it, hand it real work, and keep yourself and your data safe. 5 steps Build your product with AI From a prompt to a shipped product: prototype, build, and wire AI into what you ship. 6 steps Code and ship with AI Write, ship, and maintain real software as a founder, with AI as your pair. 4 steps Design and prototype with AI Go from idea to a clickable prototype without a designer. 3 steps Build AI agents and automations Wire up agents and internal tools that do real work for you. 3 steps Put AI inside your product Ship AI features users actually feel, not a bolted-on chatbot. 3 steps Research your market with AI Size the market, study competitors, and read data in hours, not weeks. 3 steps Market and grow with AI Content, creative, and distribution: fill the top of the funnel without a big team. 5 steps Create content with AI Write, film, and design a content engine that runs without a team. 3 steps Get found in AI search Show up when founders and buyers ask AI, not just Google (AEO/GEO). 3 steps Run ads with AI Brief creatives, read the numbers, and optimize spend with AI. 3 steps Find and serve customers with AI Research the market, prospect, close, and support, with AI doing the heavy lifting. 4 steps Sell and prospect with AI Find leads, personalize outreach, and run better sales calls. 3 steps Support customers with AI Answer faster and deflect tickets without losing the human touch. 3 steps Run the back office with AI The unglamorous grind: workflows, finance, legal, and hiring, automated where it counts. 5 steps Automate your workflows Stitch your tools together so the busywork runs itself. 3 steps Hire and manage your team with AI Source, screen, and onboard faster, and keep the team in sync. 3 steps Handle legal and finance with AI Draft contracts and stay on top of the numbers without a big spend. 2 steps Be more productive with AI Get more done and think sharper with AI as a daily habit. 3 steps Become an AI-native founder The meta-skills: build your stack, prompt well, and use AI to research, think, and decide. 6 steps Build your AI stack Pick the tools worth paying for and the prompts worth reusing. 3 steps

The questions, by topic

Building & Product

Vibe Coding 20 Databases & Internal Tools 11 AI Agents 15 Design & Prototyping 14 AI in Your Product 15

Research & Knowledge

Search & Research 16 Market Research 13 Data Analysis 13

Marketing & Growth

Content Creation 14 Video, Image & Audio 27 Getting Found in AI Search (AEO/GEO) 12 Ads & Performance Marketing 14 Social & Community 12

Sales & Customers

Sales Prospecting 13 Customer Support 6 CRM & Sales Calls 12

Operations & Back-office

Legal & Contracts 13 Finance & Accounting 3 Hiring & HR 3 Productivity 5 Workflows & Automation 3

Strategy & The AI-Native Founder

Fundraising 6 Prompting 4 Building Your AI Stack 5 AI as a Thinking Partner 5

Everyday AI

Choosing Your AI Assistant 15 Learning with AI 8 Working with AI Agents 8 Using AI Safely 9 AI in Indian Languages 8 Quick Fixes for Files, Photos and Video 26 AI for Your Line of Work 12
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