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AI in Production

The companion repository for a four-week course on deploying generative and agentic AI at scale, organized week by week with guides and space for students to share their own deployed projects.

AI in Production

This repository backs a course on deploying generative AI and agentic AI in production, alongside companion courses on LLM engineering, agentic AI and LLMs for leaders. Each week of the course has its own folder, starting with a day1 file, and a guides section covers supporting topics such as pulling the latest updates with git.

Students are asked to make their own contributions in a community_contributions folder as a Markdown file or notebook describing their deployed project, with a link to its repository and, where available, a link to the live deployment, then open a pull request to share it with the rest of the course.

More in Tutorials

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  • BootLife

    github.com

    Conway's Game of Life implemented to run directly from a 512-byte x86 boot sector in assembly, using VGA memory itself as the simulation grid.

  • A technical blog post deriving the Y combinator as a composition of combinator birds in an array language, and examining how eager evaluation changes fixed-point recursion compared with the usual lazy telling.

  • System Design Atlas

    atlas-sysdes.vercel.app

    A free reference of worked system design problems with interactive architecture diagrams, covering ranked designs such as a feed, a chat app, a URL shortener, and a rate limiter, plus pages on the technologies behind them.