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How to choose and implement an LLM for your healthcare product

Choosing and implementing the right large language model for healthcare requires balancing security, economics, and inevitable hallucinations. Here’s what you need to know before integrating AI into your product.
Richard Newman and Michelle Taute
February 27, 2026
- Health Tech
- AI
- Llm
Claude Code skills: Automating FDA-required documentation for software as a medical device

Generating and maintaining FDA-required documentation for software as a medical device can be tedious and time-consuming. We built a Claude Code skill to automate documentation for 510(k) submissions.
Damian Galarza, Chad Pytel & Michelle Taute
February 25, 2026
- Claude
- AI
- Health Tech
Going beyond vibe coding with ReadySetGo

Introducing ReadySetGo. An AI application generator that creates first versions of products, built in Rails, to thoughtbot’s best practices. Not throwaway, vibe-coded prototypes. Real foundations that can be built upon.
Chad Pytel
February 19, 2026
- News
- Readysetgo
- AI
Claude Code: Production ready code in a two-week sprint

AI-generated code doesn’t have to be throwaway code. Here’s how we used Claude Code to build a fully-tested, production-quality Rails prototype in two weeks, complete with a robust test suite, clean commits, and code we were proud to have written.
Chad Pytel, Louis Antonopoulos & Michelle Taute
February 9, 2026
- AI
- Prototyping
- Rails
Code audits in the days of AI - A new Claude skill

Run a code audit on your Rails app using thoughtbot’s best practices with this new Claude skill.
Jose Blanco
January 20, 2026
Building programmable QA with AI

What’s one of the biggest challenges with using AI for QA? It’s the lack of programmability. We set out to find a solution by pairing Playwright MCP with several different LLM models. Find out where we landed.
Chad Pytel, Clarissa Borges & Michelle Taute
January 14, 2026
- AI
- Automation
- Llm
Rapid prototyping with Claude Code: How we transformed our design sprint process

We’ve been running product design sprints for over a decade. Now Claude and Claude Code are helping us prototype faster than ever—without sacrificing quality. Here’s how we built a working prototype in hours, not days.
Chad Pytel, Kevin Kwon & Michelle Taute
January 13, 2026
Prevent the Robocalypse with Claude Code and TDD

Write tests first or watch Claude blow everything up. Your choice.
Louis Antonopoulos
January 12, 2026
- Ruby
- Rails
- AI
- Llm
ChatGPT agent: Experimenting with QA automation

Doing manual QA can be slow and tedious, but can ChatGPT agent handle real product QA? We ran a few experiments checking FrontrowMD widgets across sample web pages and discovered a lot of potential—plus a few pitfalls.
Chad Pytel, Michelle Taute & Yaser Mahmoud
January 6, 2026
- AI
- Automation
How to use LLMs without driving your team mad

Three AI anti-patterns that consistently frustrate development teams, and how to avoid them.
Jimmy Thigpen
November 17, 2025
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