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 278 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. 50+ real examples from 1,000 replies of what normal people now build. lennysnewsletter.com Article What people are vibe coding (and actually using) Lenny Rachitsky
  2. Scroll real replies from PMs and founders shipping their own tools. x.com Thread Lenny's crowdsourced thread: what did you vibe code? Lenny Rachitsky
  3. An Indian vibe-coding CEO on who is actually building now. business-standard.com Article Emergent CEO: 'Most of our users have never seen a line of code' Business Standard
  4. Connects the tech shift directly to the new solo-founder playbook. startupfortune.com Article What Is Vibe Coding and How AI Turned Anyone Into a Software Founder Startup Fortune
  5. Unpacks Kevin Roose's famous non-coder experiment and what it really proved. itrevolution.com Article The New York Times just made the case for vibe coding IT Revolution (Gene Kim's publisher)
  6. A tidy timeline of how one tweet became a product category. blog.vibecoder.me Article The History of Vibe Coding, From Tweet to $4.7B Industry Vibe Coder Blog
  7. Includes non-coder founder stories like a Brazilian builder with 10,000+ users. mergesociety.com Article Vibe Coding 2025: The AI Programming Revolution Merge Society
  8. An India-rooted indie community's read on what the shift means for bootstrappers. superframeworks.com Article Vibe Coding Hits a Tipping Point: What Indie Hackers Need to Know Superframeworks (Ayush Chaturvedi)
  9. A developer-platform team's honest matrix of who each tool is for. appwrite.io Article Best vibe coding tools: Cursor, Windsurf, Claude Code and more compared Appwrite
  10. The most-trusted developer education site ranks the field by skill level. roadmap.sh Guide The 10 Best Vibe Coding Tools: Our Choices roadmap.sh
  11. An independent builder's hands-on comparison, not vendor marketing. till-freitag.com Article Vibe Coding Tools Compared: Cursor vs the rest Till Freitag
  12. A free structured course: PRDs, checkpoints, debugging, two real builds. deeplearning.ai Course Vibe Coding 101 with Replit DeepLearning.AI + Replit (Andrew Ng's platform)
  13. A non-coder's mega-tutorial that took Cursor mainstream. x.com Thread The most comprehensive Cursor vibe coding guide (250 minutes, 4 projects) Riley Brown
  14. A credible learn-to-code brand's structured Cursor onboarding. codecademy.com Guide How To Use Cursor AI: A Complete Guide With Practical Examples Codecademy
  15. A famous product coach demystifies the scariest-looking tool. producttalk.org Article Claude Code: what it is and why non-technical people should use it Teresa Torres (Product Talk)
  16. Step-by-step setup for founders who have never opened a terminal. ccforeveryone.com Guide Claude Code for Non-Developers: The Complete Guide CC for Everyone
  17. Covers Emergent, Rocket.new, and other India-built options worth trying. analyticsindiamag.com Article Indian vibe coding startups have officially arrived Analytics India Magazine
  18. The official path to prompt-generating polished React interfaces. vercel.com Course UI with v0 (Vercel Academy) Vercel
  19. The strategic deep-dive on where AI coding tools are heading. stratechery.com Article An interview with Cursor co-founder and CEO Michael Truell about coding with AI Ben Thompson (Stratechery)
  20. A gentle written on-ramp if video tutorials are not your thing. thepromptwarrior.com Guide Cursor AI Tutorial For Beginners The Prompt Warrior
  21. The most famous ship-fast story, with the receipts and the prompts. levels.io Article fly.pieter.com: my vibecoded flight simulator that hit $1M ARR in 17 days Pieter Levels
  22. Karpathy ships a real paid app and candidly logs every speed bump. karpathy.bearblog.dev Article Vibe coding MenuGen Andrej Karpathy
  23. An unvarnished budget, timeline, and mistakes ledger from one founder. hackernoon.com Article I spent 30 days vibe coding an MVP, burned $127, broke everything, found PMF HackerNoon contributor
  24. Honest about what AI accelerated and what it did not. indiehackers.com Article I shipped a productivity SaaS in 30 days as a solo dev Indie Hackers community

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 15 Databases & Internal Tools 11 AI Agents 15 Design & Prototyping 12 AI in Your Product 13

Research & Knowledge

Search & Research 13 Market Research 13 Data Analysis 13

Marketing & Growth

Content Creation 12 Video, Image & Audio 14 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 3 Workflows & Automation 3

Strategy & The AI-Native Founder

Fundraising 6 Prompting 3 Building Your AI Stack 3 AI as a Thinking Partner 4

Everyday AI

Choosing Your AI Assistant 8 Learning with AI 7 Working with AI Agents 7 Using AI Safely 8 AI in Indian Languages 7
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