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. How a project keeps its own instructions and files, so a handbook loaded once answers every new hire's questions. help.openai.com Guide Projects in ChatGPT OpenAI Help Center
  2. Lovable's own usage data on who builds software now: 80% in non-technical roles, with India among the largest paying markets. lovable.dev Article A first look at the build economy Lovable
  3. Cursor's own post on the acquisition, which explains why its cheaper plans now centre on xAI's Grok models. cursor.com Article Cursor is now a part of SpaceX Cursor
  4. The model behind Claude Code today, and the launch that raised Claude Code usage limits on paid plans. anthropic.com Article Introducing Claude Opus 5.5 Anthropic
  5. A company that built a new product line in one weekend and took it to paying customers, told step by step. lovable.dev Article How Nursa built a new product in 48 hours and changed how its entire company ships software Lovable
  6. Replit's launch of Cloud Agents: a non-engineer describes a change, the agent tests it and opens a pull request, and an... blog.replit.com Article Anyone can now bring their ideas into the company codebase Replit
  7. How to write your conventions down once as a skill so you stop repeating the same context in every prompt. lovable.dev Guide Turn repeated instructions into reusable skills in Lovable Lovable
  8. What the automatic scan checks before you publish (missing RLS, exposed data, authorisation gaps) and when to run the deeper... lovable.dev Article How Lovable protects your apps automatically Lovable
  9. Explains why reading your code is not enough and how a test that attacks the running app finds the open doors, with real examples. blog.replit.com Article Black-box pen tests on Replit Replit
  10. Lovable's own account of public projects' code and chat history being readable for eleven weeks, and why project visibility... lovable.dev Article Our response to the April 2026 incident Lovable
  11. Lovable's own checklist for founders about to launch: running the scanner early, sensitive data, and preparing for real traffic. lovable.dev Guide How to build a safe, scalable business on Lovable Lovable
  12. Lovable's launch of its built-in backend: a database, sign-up and log-in, and storage by telling it what you want, with no... lovable.dev Article Introducing Lovable Cloud and AI Lovable
  13. Replit's own explanation of Free Mode, where everyday tasks stop using credits on the $20 Core plan. blog.replit.com Article Replit Introduces Free Mode to Expand What is Possible with AI Replit
  14. Lovable's own funding post at a $13.3 billion valuation, and its plan to move from building apps to running businesses on them. lovable.dev Article We just raised $400M in Series C funding to help people run their businesses Lovable
  15. Google's guide to building a native Android app from a prompt, previewing it in the browser and publishing it to the Play Store... ai.google.dev Guide Build Android apps in Google AI Studio Google
  16. Shows how a draft gives you a separate copy with its own chat and preview, so nothing reaches your live app until you accept it. lovable.dev Article Introducing drafts: an easier way to collaborate and explore new ideas Lovable
  17. Anthropic's data that Claude use has moved from conversations to long-running agentic tasks, and what people produce with them. anthropic.com Article Anthropic Economic Index report: Cadences Anthropic
  18. The current MCP spec release from its maintainers: a stateless core and stronger authorisation, for whoever on your team runs... blog.modelcontextprotocol.io Article The 2026-07-28 Specification MCP project
  19. Shows how to hand Claude a whole report or deck from a conversation and let it keep working after you close the laptop. claude.com Article Claude Cowork and chat are now one Claude Anthropic
  20. Where ChatGPT's browsing agent lives now: Chat, Work and Codex in one desktop app, with Work handling research and finished files. help.openai.com Guide Moving to the new ChatGPT desktop app OpenAI Help Center
  21. What happened to Atlas and where its browsing moved, for anyone who set up their research around it. pcmag.com Article OpenAI to Retire ChatGPT Atlas Browser Less Than a Year After Launch PCMag
  22. Short report on Seedance 2.5: 30-second clips in one run from up to 30 images, 10 videos and 10 audio clips. technode.com Article ByteDance launches Seedance 2.5 video-generation model TechNode
  23. What Suno v6 is, the licensed Warner and BMG recordings behind it, and what each plan allows. musicradar.com Article Suno has rebuilt its AI music models from scratch with licensed music MusicRadar
  24. The suit against Suno v6, which matters before you put an AI track in a paid ad. musicradar.com Article “Suno’s v6 is not a fresh start; it is the fruit of the same poisoned tree”: Universal and Sony sue AI firm over continued copyright infringement in its new model MusicRadar

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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