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. Video Build a LIVE Dashboard with Claude in Minutes (Live Artifacts) Shaz Mathew
  2. Video Claude Code + Analytics Masterclass: Automate Product Analytics Aakash Gupta
  3. Video Claude Just Built a FULL Data Dashboard (No Coding Needed) Prof. Ryan Ahmed
  4. Video I Built a Complete Dashboard in 3 Minutes with Claude AI (No Code) Unity Coding
  5. Video Andrew Ng Explores the Rise of AI Agents and Agentic Reasoning (BUILD 2024 keynote) Snowflake BUILD / Andrew Ng
  6. Video What are AI agents? (AI Agents for Beginners) Microsoft
  7. Video AI Agents Explained: A Comprehensive Guide for Beginners Alfie Marsh
  8. Video AI Agents + LLM Reasoning: Transforming Autonomous Workflows IBM Technology
  9. Video What's next for AI agentic workflows Sequoia Capital / Andrew Ng
  10. Video From Zero to Your First AI Agent in 25 Minutes (No Coding) Futurepedia
  11. Video You're Not Behind (Yet): How to Build AI Agents in 2026 (no coding) Futurepedia
  12. Video Build & Sell n8n AI Agents (8+ Hour Course, No Code) Nate Herk
  13. Video N8N Full Tutorial: Building AI Agents in 2025 for Beginners AI Foundations
  14. Video Agentic AI Frameworks Explained: Workflows, Multi-Agent, & Production IBM Technology
  15. Video Why AI evals are the hottest new skill for product builders Lenny's Podcast (Hamel Husain & Shreya Shankar)
  16. The foundational explainer that makes the attack click in 15 minutes. simonw.substack.com Video Prompt injection explained, with video, slides, and a transcript Simon Willison
  17. Video Simon Willison on Industry's Tardy Response to Prompt Injection Simon Willison
  18. Video Model Context Protocol (MCP), Clearly Explained (Why it Matters) Greg Isenberg
  19. Video Andrej Karpathy: From Vibe Coding to Agentic Engineering Sequoia Capital (Karpathy, Stephanie Zhan)
  20. YC's founder-angle interview: what agentic coding means for startups. ycombinator.com Video Inside Claude Code with its creator Boris Cherny Y Combinator
  21. Video Simon Willison: Engineering practices that make coding agents work The Pragmatic Summit (Simon Willison)
  22. The earlier YC talk with the playbook for picking your vertical. ycombinator.com Video Why Vertical LLM Agents Are The New $1 Billion SaaS Opportunities Y Combinator
  23. Video Simon Willison and swyx: The State of AI Simon Willison & swyx
  24. Video Microsoft CPO: If you aren't prototyping with AI, you're doing it wrong (Aparna Chennapragada) Lenny's Podcast

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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