Notebook To Production Hardening

Overview

Use this skill when a notebook has outgrown exploration and needs to become a maintainable delivery artifact. It helps agents separate experimentation from production packaging, testing, configuration, and orchestration.

When to Use

• moving notebook logic into scheduled jobs
• hardening Databricks or Jupyter notebooks for repeated use
• extracting reusable logic from cells into modules or packages
• improving testability and deployment discipline

Do not treat a manually rerun notebook as production just because it worked once.

Workflow