I accidentially came across this video from a post on Facebook. As a DevOps engineer, one part of my job is to ensure production system to be reliable, scalable and secure, so the title caught me right away. If this comes from a random company, I’ll skip in 1 second. But it’s from Anthropic, father of Claude, so it is a very solid and practical source to learn about AI.

  • How can I leverage AI in production systems?
  • Is my current way of using AI optimal?
  • How are big companies applying AI into their workflows and production systems?

Those are questions I have for so many weeks. And this video answers some aspects of those.

It’s about how we can vibe-code for production use. I think it does a very good job of demonstrating new approaches to collaborate with AI (i.e., managing AI like a PM), why we can become a bottleneck if we don’t adapt, and how we can build or refactor existing codebases and systems.

I like how the presenter mentions a time when developers didn’t trust compilers and would read all the assembly code to make sure everything was correct. Gradually, we came to trust these systems, allowing us to spend our time solving bigger problems and building more software. And now we are in the similar state today with AI. I believe this is very helpfup and insightful, especially for developers and DevOps engineers.

Hope you guys enjoy it!