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. One page comparing every builder's subscription and credit model side by side. vibecompare.dev Tool Vibe Coding Tool Pricing: All Plans Compared VibeCompare
  2. The best accounting of the after-ship costs: iteration, backend fees, and engineering time. hatchworks.com Article The Real Cost of Vibe Coding: What You Don't See Until It's Too Late HatchWorks
  3. A decision framework with actual dollar thresholds instead of vibes. mindstudio.ai Guide Build vs Buy for AI Tools: A Framework for Business Owners Using Claude Code MindStudio
  4. Explains why the same tool costs one founder $20 and another $1,000 a month. morphllm.com Article AI Coding Costs: Real Monthly Spend From Token Math Morph
  5. A FinOps company's plain-language breakdown of what agentic coding actually bills. finout.io Article Claude Code Pricing 2026: Complete Plans and Cost Guide Finout
  6. Practical tactics for keeping your build tool inside a bootstrapper's budget. siteground.com Guide Claude Code pricing in 2026: what changed and how to keep building affordably SiteGround Academy
  7. Plug in your project and get a defensible estimate before you commit either way. nxcode.io Tool Vibe Coding Cost Calculator: AI vs Traditional Development Costs NxCode
  8. Total-cost-of-ownership math for replacing per-seat SaaS with built software. belitsoft.com Article Enterprise Vibe Coding vs SaaS Belitsoft
  9. Documents the collapse from $50k-$250k MVPs to under $5k in tooling and tokens. ideas2it.com Guide Custom Software Development: The Build vs. Buy Guide Ideas2IT
  10. Adds the security-cost line item most build-vs-buy spreadsheets forget. cyberunit.com Article Vibe Coding and the SaaS Shakeup: What Business Leaders Need to Know Cyber Unit
  11. How teams keep agentic coding spend visible once several people are building. mavvrik.ai Article Claude Code Cost Management: Attribution, Allocation and Optimization Mavvrik
  12. Community-tested moves that cut token bills 40-85% without slowing you down. buildthisnow.com Guide Cut Claude Code Token Costs Build This Now
  13. A current cost comparison of custom AI tools against branded SaaS pricing. digitalapplied.com Article Build vs Buy: The Case for Custom AI Tools Digital Applied
  14. Concrete budget bands ($500 to $5,000, 2 to 8 weeks) for a functional build. serenitiesai.com Guide How to Build a SaaS with Vibe Coding (Step-by-Step Guide) Serenities AI
  15. Once you build, AI tooling becomes its own SaaS line item; this is how to watch it. toriihq.com Article 8 Spend Management Tools for Claude Code Torii
  16. What changed: dashboards that stay live and share privately inside your org. venturebeat.com Article Anthropic's Claude Code Artifacts update brings live, shared dashboards VentureBeat
  17. The official announcement of session-to-shareable-dashboard in one step. claude.com Article Claude Code now supports artifacts Anthropic
  18. The reference for actually shipping a live dashboard from a Claude Code session. code.claude.com Guide Share session output as artifacts (docs) Anthropic
  19. Months of hard-won lessons from maintaining two Claude-built dashboards, condensed into one file. gist.github.com Guide Build a custom personal dashboard with Claude Code (opinionated guide) Eleanor Konik
  20. A complete worked example, from raw logs to a dashboard quantifying 613 hours saved. kevinjmagnan.com Article Claude Pilled: How to Build a Dashboard from Your Claude Code Usage Data Kevin J. Magnan
  21. Video How to create analytics dashboard with Claude Code [FULL GUIDE] Extreme Guides
  22. Video How I Built a Google Analytics Dashboard with AI + Claude Code The Boring Marketer
  23. Video Build a LIVE Dashboard with Claude in Minutes (Live Artifacts) Shaz Mathew
  24. Video Claude Code + Analytics Masterclass: Automate Product Analytics Aakash Gupta

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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