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AI Articles

Written by thoughtbot, your expert partner for design and development.

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    • Design
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  1. Retro-driven development

    Twenty-four refactor-from-retro commits in a week. How the management system started refactoring itself.

    Rob Whittaker
    April 28, 2026
    • AI
    • Claude Code
    • Management
    • Gtd
    • Productivity
  2. Seven commands and the communication layer that emerged

    Week three of building a management system with Claude Code. Seventeen commits in one day, a command that lasted 24 hours, and the realisation that commands are conversations.

    Rob Whittaker
    April 23, 2026
    • AI
    • Claude Code
    • Management
    • Gtd
    • Productivity
  3. Human vs Machine: the Bug

    Sally fixes a bug without AI, then invites Claude to try.

    Sally Hall
    April 22, 2026
    • AI
    • Claude
    • Rails
    • Debugging
  4. The AI stack I developed to help me context switch

    How I use Obsidian, Claude Projects, and Gemini Meeting Notes to stay present when my brain has too many tabs open.

    Daniel Kim
    April 16, 2026
    • Product Management
    • AI
    • Productivity
    • Claude
    • Obsidian
  5. AI in Focus: A new Claude Skill for Rails code audits

    Learn what happened when Chad installed the open source rails-audit-thoughtbot Claude skill, ran it on thoughtbot’s decade-old internal Hub app, and walked through hits, misses, and how we’d tighten the skill over time.

    Chad Pytel and Kate Young
    April 13, 2026
    • Development
    • AI
    • Rails
    • Claude
    • Code Audit
    • Artificial Intelligence
  6. Sixty-six commits and the commands that didn't survive

    In week two of building a management system with Claude Code, I created fifteen commands in a day. By the end of the week, I’d deleted three of them.

    Rob Whittaker
    April 8, 2026
    • Claude Code
    • AI
    • Artificial Intelligence
    • Management
    • Gtd
    • Productivity
  7. How strategic product design reduces risk before you write code

    Common ways projects in regulated industries fail and how thoughtbot designers proactively reduce risk.

    Andrew Spencer
    March 27, 2026
    • Design Sprints
    • Process
    • AI
    • Design
  8. I copied a prompt and built a management system in a week

    How I used Claude Code to build a GTD-based management system from a borrowed idea, meeting transcripts, and three days of real work.

    Rob Whittaker
    March 19, 2026
    • Claude Code
    • AI
    • Artificial Intelligence
    • Management
    • Gtd
    • Productivity
  9. Observability for your LLM-powered apps: OTel Instrumentation for RubyLLM

    LLM calls are black boxes in production. Learn how to add structured observability to your RubyLLM-powered app with OpenTelemetry.

    Clarissa Borges
    March 18, 2026
    • Observability
    • AI
    • Llm
    • Rubyllm
    • Opentelemetry
    • Auditability
  10. How to launch a Lovable MVP in 2026

    AI tools can spin up polished apps in a weekend, but speed makes it easier than ever to build the wrong thing. Here’s how to turn a “Lovable MVP” prototype into a real product that delivers value.

    Ran Craycraft
    March 16, 2026
    • AI
    • MVP
    • Product Design Sprint
    • Product Strategy
    • Founder
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