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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. Who's reading the code your AI writes?

    AI makes you at least 30% faster on new code and 10% faster on old code. It also makes it easier to ship bugs, security flaws, and data leaks before anyone notices.

    Ran Craycraft
    October 23, 2026
    • AI
    • Security
    • Development
    • News
  2. Design systems in an AI era; what changes when everyone can build?

    Does a design system still belong in Figma? Do I still need a design system? Is Figma even still relevant in today’s world as a designer?

    Andrew Spencer, Dave Iverson, Moses Amama & Bethan Ashley
    October 20, 2026
    • AI Design
    • Design System
    • Design
    • Claude Code
    • AI
  3. A pragmatic guide to AI-assisted development

    Learn how I use AI-assisted development to understand, ship, and verify a real fix.

    Steve Polito
    October 19, 2026
    • Agents
    • AI
    • Process
    • Development
  4. What causes AI fatigue for engineers and how to ease the strain

    AI fatigue is setting in for engineering teams. Our research shows most feel pressure to assess every AI trend, struggle to evaluate tools, and wrestle with evaluating AI-generated code. Here’s some practical advice for navigating the pain points.

    Richard Newman and Michelle Taute
    October 6, 2026
    • Development
    • AI
  5. We built an AI product consultant and the free beta is now open

    Announcing the ReadySetGo beta! An AI-assisted sprint that helps you quickly determine what product to build, with real research pulled in as you go. For a limited time, it’s free to use.

    Lindsey Christensen
    October 2, 2026
    • Readysetgo
    • AI
    • News
  6. thoughtbot's agent skills

    Announcing some new skills for Claude and other coding agents to help with development, design, and consulting.

    Dave Iverson
    September 21, 2026
    • Agents
    • Claude
    • Open Source
    • AI
    • Tools
    • Development
  7. 5 easy, actionable tips for software development in healthcare

    Big-picture thinking is great, but sometimes you just want tactics you can use today. Here are five quick tips from our recent healthcare security panel, covering everything from handling vendor outages to building your own AI-powered security scanner.

    Michelle Taute
    September 10, 2026
    • Health Tech
    • AI
    • Compliance
    • Development
  8. Is AI ruining my brain?

    Has using AI at work made me worse at other things in my life?

    Sally Hall
    September 4, 2026
    • AI
    • Continuous Improvement
  9. GPT and Claude go to heraldry school

    I photographed a mystery coat of arms on vacation and asked a handful of AI models to identify it. Their reasoning traces show the difference between a model that backtracks and one that doubles down.

    Joël Quenneville
    August 26, 2026
    • Llm
    • Claude
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  10. Don’t hire thoughtbot to write code

    AI makes code faster and cheaper to produce. Premium consultancies need to offer more: experienced judgment, the right capabilities, and people who help teams solve the right problems and make better decisions.

    Ran Craycraft
    August 21, 2026
    • AI
    • Consulting
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    • Developers
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