Skip to main content
thoughtbot thoughtbot
  • Live on Twitch!

    thoughtbot is livestreaming

    Work alongside the thoughtbot team as we collaborate with each other and our clients, live. Ask us anything, we're live right now!

  • Case Studies
  • Blog
  • Let’s Talk
Live on Twitch!

thoughtbot is livestreaming

Work alongside the thoughtbot team as we collaborate with each other and our clients, live. Ask us anything, we're live right now!

Let’s get started!
View all Services
Development
  • Ruby on Rails
  • Hotwire
  • AI and Machine Learning
  • Maintenance
  • Mobile
Design
  • Discovery Sprints
  • UX, UI, and Product Design
  • Design Systems
Product
  • MVP
  • Product Management
  • Accessibility
Team and Processes
  • Team Augmentation
  • Fractional Leadership
View all Services
View all Resources
Development
  • Tech Leadership Resources
  • Open Source
  • Books
  • The Bike Shed Podcast
  • Live Streaming on YouTube
  • Conference Talks
The business of great software
  • Playbook
  • Purpose Built
  • Giant Robots Smashing Into Other Giant Robots Podcast
  • Design Sprint Guide
  • Live Streaming on LinkedIn
View all Resources

Machine Learning Articles

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

    • All Topics
    • Design
    • Development
    • Product
    • More topics
  1. Recommending blog posts with artificial intelligence

    We’ve reimplemented our blog’s related article recommendation system using modern artificial intelligence techniques. The system is cheaper, more performant, and produces better results.

    Chad Pytel
    November 21, 2024
    • Artificial Intelligence
    • Machine Learning
    • Development
    • News
  2. Running AI client-side

    Running AI client-side is a great way to provide privacy and save costs. Learn how to do it and when it is useful.

    Matheus Richard
    September 17, 2024
    • JavaScript
    • Artificial Intelligence
    • Machine Learning
    • Web
  3. Design, powered by AI

    Explore the groundbreaking tools reshaping creative workflows. From generating fresh ideas to streamlining repetitive tasks, AI is revolutionizing how designers work. Join us on this journey to unlock new possibilities in design innovation.

    Fatima Burke
    June 27, 2024
    • Design
    • Artificial Intelligence
    • Machine Learning
    • Generative AI
    • Conferences
  4. Even for AI, there are considerations more important than technical feasibility

    AI has tremendous potential but also can be met with user apprehension. Here are is our take on the importance of approaching users with empathy and how to get started.

    Kelly Gebo
    May 2, 2024
    • Product Strategy
    • Artificial Intelligence
    • Machine Learning
    • Design Research
    • User Research
  5. Does thoughtbot Offer AI-Assisted Programming?

    Someone recently asked if thoughtbot had a reduced rate for cyborgs. This article explores the concept of whether the use of generative AI creates more or less work for developers.

    Ran Craycraft
    April 9, 2024
    • Machine Learning
    • Artificial Intelligence
  6. Using a design sprint to find focus for an AI solution

    How we modified the traditional design sprint to explore an AI solution for thoughtbot’s own scheduling challenges.

    Alex Chen and Madeline Jimenez
    December 28, 2023
    • Artificial Intelligence
    • Machine Learning
    • Product Design Sprint
  7. What is Generative AI and LLMs, really?

    First part of a series of blog posts that dive deep into what AI and LLMs really are, and why you should care.

    Mike Burns and Stefanni Brasil
    December 6, 2023
    • Artificial Intelligence
    • Machine Learning
    • Bias
    • Consulting
    • AI Series
  8. Mining Gold in Digital Conversations

    How I used artificial intelligence and async programming to transform interesting conversations into blog posts.

    Matheus Richard
    September 12, 2023
    • Ruby
    • Concurrency
    • Performance
    • Design Pattern
    • Artificial Intelligence
    • Machine Learning
  9. Using Machine Learning to Answer Questions from Internal Documentation

    We have a lot of internal and external documentation about how we do things at thoughtbot. I explored how we could make ChatGPT able to answer people’s questions using this documentation. This articles shows how to do it and the results.

    Chad Pytel
    July 4, 2023
    • Artificial Intelligence
    • Machine Learning
  10. How to Use ChatGPT to Find Custom Software Consultants

    A new, perhaps more accurate tool has emerged to help innovative companies find the best software consultants.

    Lindsey Christensen, Geronda Wollack-Spiller & Ran Craycraft
    July 3, 2023
    • Artificial Intelligence
    • Machine Learning
    • Bias
    • Consulting
  11. Sign up to receive a weekly recap from thoughtbot

    Looking for even more ways to stay connected?
    RSS feed icon Check out our feeds
1 2 Next › Last »

Footer

thoughtbot
  • Services
  • Case Studies
  • Resources
  • Let's Talk
  • Our Company
  • Careers
  • Purpose
  • Blog
  • Sponsor
  • Mastodon
  • Bluesky
  • GitHub
  • YouTube
  • Twitch
  • Feeds
© 2025 thoughtbot, inc.

The design of a robot and thoughtbot are registered trademarks of thoughtbot, inc.

  • US: +1 (877) 9-ROBOTS
  • UK: +44 (0)20 3807 0560
  • Beware of fraudulent thoughtbot job listings Learn more
  • Code of Conduct
  • Accessibility Statement
  • Privacy Policy