Micrograd

Timeline: 2026
Role: Solo builder
Stack: Python, autodiff, from scratch
Links: GitHub

Scalar autograd engine with reverse-mode backprop and a small MLP library trained by gradient descent. Standard library only; the dependencies are the lesson.

Abstract art of a small neural network graph with a forward green flow and a backward graphite gradient flow through the same connections