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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. 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
    • Product
    • Developers
  2. AI makes creating software faster, but in regulated industries, judgment matters more

    AI is accelerating software delivery, but regulated industries face a harder challenge: moving faster without increasing risk. Here’s how teams can balance speed with privacy, security, compliance, and accountability.

    Ran Craycraft
    August 21, 2026
    • AI
    • Business
    • Product
    • Team Scaling
    • Developers
    • Health Tech
    • Fintech
  3. How healthcare tech teams innovate while balancing speed and security

    Healthcare can be a tough space for innovation: Speed often feels at odds with the high-compliance environment. How do you find a balance? We asked them in a new research study and sat down with a Merck executive and two of our own developers.

    Michelle Taute
    August 18, 2026
    • Health Tech
    • AI
    • Architecture
  4. What founders told us about working with AI tools for startups

    AI can help you ship a prototype in a weekend, but it won’t tell you if you’re building the right thing. We talked to founders who use AI tools every day to find out where it actually helps, and where it can quietly hurt you.

    Michelle Taute
    July 24, 2026
    • AI
    • Startup
  5. Your vibe coded website is going to get you fined

    Vibe coding might get you 80% of the way there. But the other 20% is what really counts. It’s what makes you stand out from AI slop and helps you avoid huge accessibility fines. thoughtbot designers can give you that extra 20%.

    Ferdia Kenny
    July 3, 2026
    • AI
    • Artificial Intelligence
    • AI Design
    • Design
    • Design Audit
    • Product Design
  6. AI's "overnight" solution for our flaky tests took two weeks to adopt

    We lived with flaky tests for years until Claude found a solution overnight. It only took two weeks to make the solution useful.

    Fritz Meissner
    June 22, 2026
    • Process
    • AI
    • Artificial Intelligence
    • Technical Debt
    • Testing
  7. AI crawlers are inflating your view counts

    AI crawlers now make up most of your site’s traffic, and server-side analytics counts every one of them. Your view counts measure scrapers, not readers. Here is how to fix it.

    Trésor Bireke
    June 16, 2026
    • AI
    • Rails
    • Analytics
  8. Enforcing Your Ruby Style Guide on AI-Generated Code

    A Rails-flavored guide to wrapping Claude Code in the checks, conventions, and feedback loops that make agent output more trustworthy.

    Daniel Garcia
    June 8, 2026
    • Claude Code
    • Claude
    • AI
    • Artificial Intelligence
    • Ruby On Rails
    • Rails
    • Development
  9. Copy as Markdown: AI-friendly blog posts

    Our blog posts can now be copied as Markdown, so you can hand them to your favourite AI without the HTML cruft. Click, paste, and happy contexting.

    Jared Turner
    June 3, 2026
    • AI
    • Markdown
  10. The Four Signals of AI Observability

    Treat your AI feature like a software you can watch, not a model you hope works.

    Matheus Sales
    June 1, 2026
    • AI
    • Llm
    • Observability
    • Development
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