# CI/CD

Continuous integration for machine learning, which is mostly the boring work: tests that catch real regressions, pipelines that fail loudly, and automation that means a release is not an event.

1 post

Ubunye Engine Part 3: The Boring Work That Ships Software

March 7, 2026

Documentation, CI/CD, PyPI publishing, and the subtle bugs that live in single lines of code. The thesis is simple: finishing is rarer than starting, and the boring work is what separates a repository from a product.

open source engineering python mlops ubunye series ci/cd