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. Hands-on picks with prices: Teal for tracking many applications (free, paid from $13 a week), Resume.io, Kickresume, Resume... zapier.com Article The 6 best AI resume builders in 2026 Zapier (Miguel Rebelo) In 2 answers
  2. YC partners explain why this changes who gets to found software companies. podcasts.apple.com Podcast Vibe Coding Is The Future (Lightcone Podcast) Y Combinator (Garry Tan, Jared Friedman)
  3. A tool maker's plain-language primer on building without writing code. replit.com Guide What is Vibe Coding? How to Vibe Your App to Life Replit
  4. A sober, jargon-free explainer from a neutral heavyweight source. cloud.google.com Guide Vibe Coding Explained: Tools and Guides Google Cloud
  5. Signals how mainstream this is: a bank briefing founders on vibe coding. jpmorgan.com Guide Vibe Coding: A Guide for Startups and Founders J.P. Morgan
  6. Business-school framing of why the build barrier collapsed. imd.org Article From low-code to vibe code: why you may no longer need software engineers IMD Business School
  7. Proof this is a cultural shift, not a passing developer fad. cnn.com Article 'Vibe coding' named Collins Dictionary's Word of the Year CNN
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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)
  13. 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
  14. 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
  15. 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)
  16. 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
  17. Solo founder to $1M ARR in three weeks, told step by step. lennysnewsletter.com Podcast The Base44 bootstrapped startup success story | Maor Shlomo Lenny's Podcast
  18. Watch an idea become a vibe-coded prototype live in under an hour. open.spotify.com Podcast How to build a $1M+ startup using AI (full tutorial) My First Million (Sam Parr + Greg Isenberg)
  19. Karpathy ships a real paid app and candidly logs every speed bump. karpathy.bearblog.dev Article Vibe coding MenuGen Andrej Karpathy
  20. 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
  21. 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
  22. A replicable evening-long workflow breakdown, tool by tool. forum.cursor.com Article Built a full SaaS MVP in one evening with Cursor + Claude Code Cursor community forum
  23. First line of code to hosted product in four documented days. medium.com Article How I built a SaaS in 4 days using Cursor (step-by-step) Surendra Pandar
  24. Ten real builds dissected, including what shipped and what stalled. justinmckelvey.com Article Vibe Coding Examples: 10 Real Projects Reviewed Justin McKelvey

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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