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. Context on why every AI builder standardised on it. mindstudio.ai Article What is Supabase? The open-source Firebase alternative explained MindStudio
  2. A developer-written primer that stays beginner-friendly. dev.to Guide Getting started with Supabase DEV Community
  3. A top coding bootcamp's gentle database introduction. blog.lewagon.com Article Introduction to Supabase: databases have never been easier Le Wagon
  4. 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
  5. A current-state overview including pricing and limits. seahawkmedia.com Article What is Supabase in 2026? Open source backend guide Seahawk Media
  6. Try-to-fix, error logs, and Plan Mode debugging, officially explained. docs.lovable.dev Guide Troubleshooting (Lovable docs) Lovable
  7. 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
  8. The fresh-chat, root-cause method that breaks the loop. scalemyvibe.dev Guide How to debug a vibe coded app without making it worse Scale My Vibe Code
  9. Explains the four technical reasons behind the regression loop. rockingtech.co.uk Article Why your vibe-coded app keeps breaking every time you fix something Rocking Tech
  10. A systematic triage process for AI-written code. mobisoftinfotech.com Guide Fixing bugs in vibe-coded apps: AI-generated codebases guide Mobisoft Infotech
  11. Blank screens, CORS, broken auth: the exact fixes. appstuck.com Guide Lovable troubleshooting guide: fix the 10 most common errors AppStuck
  12. A searchable encyclopedia of failure modes with fixes. rapidevelopers.com Guide Lovable issues: fix 97+ common bugs and errors RapidDev
  13. Where errors actually live: preview, console, and cloud logs. rapidevelopers.com Guide Read error logs in Lovable RapidDev
  14. What to do when the app will not even build. rapidevelopers.com Guide Understanding and resolving build failures in Lovable RapidDev
  15. A calm, ordered procedure for non-coders facing red text. iterates.be Guide Step-by-step guide to correcting code errors on Lovable Iterates
  16. Fast diagnosis flowcharts from an agency that fixes these daily. lowcode.agency Guide Lovable app not working? Troubleshooting tips LowCode Agency
  17. Recovery options for the scariest failure: mid-project corruption. analysedigital.com Article Internal errors and broken logs: when Lovable fails mid-project Analyse Digital
  18. Prompt patterns that make the AI debug itself effectively. sidetool.co Article Debugging AI-generated code with Lovable: essential tips Sidetool
  19. Troubleshooting prompts that work across Lovable, Bolt, and v0. prompthub.us Guide How to vibe code with no-code tools: prompting tips and how to troubleshoot PromptHub
  20. Why the last stretch is debugging, and how experts approach it. zed.dev Article AI's 70% problem (with Addy Osmani) Zed + Addy Osmani
  21. Context resets, project rules, and session hygiene in one page. roadmap.sh Guide Vibe coding best practices: how to get consistent results roadmap.sh
  22. A veteran teacher demonstrates debugging an AI-built app on screen. laracasts.com Course Vibe Debugging (Vibe Coding Workshop, episode 9) Laracasts
  23. Video Why you suck at vibe code and 10 rules to fix it YouTube creator
  24. The source of truth for plans and daily credits. lovable.dev Tool Lovable pricing Lovable

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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