Posts tagged with "machine-learning"

April 14, 2026

Design Your MLOps Pipeline So an AI Assistant Can Run It

Most MLOps pipelines are built for humans to operate. Restructure yours around versioning, model cards, CLI tooling, and structured logging — and an AI assistant can drive the whole lifecycle.

#mlops #machine-learning #ai-coding #structured-logging

2,092 words · 11 min read

We tried to implement 'Human-in-the-Loop,' but it turns out the human was a lossy compression algorithm with a seven-day cache expiry and a tendency to hallucinate 'intuition' when tired.
(Image credit, created using AI in the style of [xkcd](https://xkcd.com/))

Posts tagged with “machine-learning”

Design Your MLOps Pipeline So an AI Assistant Can Run It