Safe Builds

Keep a Rollback Point Before Accepting AI Code Changes

A rollback point makes experimentation less expensive. Save a known working state before accepting a change that touches several files or configuration settings.

The CEO of Hugging Face has warned that a Netflix documentary about the OpenAI hacking incident is inaccurate.

Review an AI-Generated Dependency Before Installing It

An assistant can suggest a package name that is outdated, unnecessary or simply wrong. Installation is a decision about code that will run in your…

Use an AI Coding Assistant Without Exposing API Keys

A code assistant may need context, but it does not need your production secrets. Start a student or freelance project with a deliberate boundary between…