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. Deployment mechanics explained for non-engineers. vibeops.tech Guide Deploy Lovable apps to production VibeOps
  2. Official videos covering domains, publishing, and go-live steps. lovable.dev Guide Deploy: Lovable video tutorials Lovable
  3. Why dev and production environments must be separated, illustrated. baytechconsulting.com Article The Replit AI disaster: a wake-up call on AI in production Baytech Consulting
  4. The post-launch failure modes to pre-empt this week. clixlogix.com Article Vibe coding pitfalls: 7 ways your AI built app breaks after launch Clixlogix
  5. An India-based team's framework for the prototype-vs-production call. webyot.in Article Vibe coding for startups in 2026: when it works and when it fails Webyot (India)
  6. Where in the lifecycle AI code belongs, and where it does not. tateeda.com Article Vibe coding vs. engineering: a guide TATEEDA
  7. A clear-eyed answer to the exact question founders ask. techvedhas.com Article Is vibe coding enough for production software? Techvedhas
  8. Argues for keeping prototypes disposable, and when to rebuild properly. teacode.io Article Vibe prototyping: the future of rapid coding TeaCode
  9. The production-security half of readiness, operationalised. help.aikido.dev Guide Securing AI-generated code Aikido
  10. The official on-ramp to the backend behind most vibe-coded apps. supabase.com Guide Supabase for beginners Supabase
  11. The official chat-driven Stripe integration, step by step. docs.lovable.dev Guide Set up app payments with Stripe (Lovable docs) Lovable
  12. Video walkthroughs for one-time payments and subscriptions. lovable.dev Guide Lovable + Stripe payment integration guides Lovable
  13. Official videos on connecting your app to a real database. lovable.dev Guide Lovable + Supabase integration tutorials Lovable
  14. Screenshots for every click, including the parts tutorials skip. vp0.com Guide Connect a Lovable app to Stripe Checkout: step by step VP0 Journal
  15. Shows how the same three-part pattern powers many business models. francescatabor.com Article Beyond the demo: what else you can build with the Lovable + Supabase + Stripe methodology Francesca Tabor
  16. The concepts (tables, RLS, keys) in genuinely plain language. natecue.com Guide Supabase explained: free database, auth and storage NateCue
  17. The fastest full loop from empty project to live data. theappstudio.co Guide Supabase tutorial: from zero to live app in 30 minutes The App Studio
  18. Context on why every AI builder standardised on it. mindstudio.ai Article What is Supabase? The open-source Firebase alternative explained MindStudio
  19. A developer-written primer that stays beginner-friendly. dev.to Guide Getting started with Supabase DEV Community
  20. A top coding bootcamp's gentle database introduction. blog.lewagon.com Article Introduction to Supabase: databases have never been easier Le Wagon
  21. The reference to return to as your app's needs grow. blog.stackademic.com Guide Everything you need to know about Supabase: beginner to expert Stackademic
  22. A current-state overview including pricing and limits. seahawkmedia.com Article What is Supabase in 2026? Open source backend guide Seahawk Media
  23. Try-to-fix, error logs, and Plan Mode debugging, officially explained. docs.lovable.dev Guide Troubleshooting (Lovable docs) Lovable
  24. Name your bug, then apply the matching escape route. wonderingaboutai.substack.com Guide A field guide to 11 common vibe coding bugs Wondering About AI

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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