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Felix Rieseberg, known for his work at Anthropic and on ElectronJS, has released a free Mac app that allows users to build their own large language models from scratch.
A no-framework walkthrough for building a simple AI agent by hand, focusing on the core loop of goal, tool call, observe, and decide, with practical tips on prompt design, tool exposure, step limits, and logging.
Ship That Code is a learning platform offering over 80 build-from-scratch courses to teach real systems like Redis, Git, and databases, with structured career paths and multiple languages.
Ramchand Kumaresan published a 934-page book teaching how to build every layer of an LLM from scratch, with 35 hands-on projects and a code companion.
The article explains the concept of yak shaving in software development, where a series of tangential tasks are performed to achieve a primary goal, illustrated by the author's experience building a custom static site generator from scratch, and traces the term's origin to a cartoon.
A GitHub repo offering build-from-scratch machine learning tutorials using NumPy, organized by categories, with an implementation-first approach.
A free, open-source AI engineering curriculum covering 20 phases from linear algebra to autonomous agent swarms, with hands-on building in Python, TypeScript, Rust, and Julia. All materials are reusable and connectable to Claude Code or Cursor.