AI Coding Assistants: A Safe Way to Use Them

Coding assistants autocomplete functions and explain errors. They can also produce insecure or wrong code.
Good uses
They shine at routine work.
- Boilerplate code.
- Unit test drafts.
- Explaining unfamiliar code.
- Regex and formatting helpers.
Review everything
Read generated code as if a junior colleague wrote it. Run tests before merging.
Protect secrets
Never paste API keys or private data into prompts, and check your organization policy on code sharing.
Team habits
Make AI use safe and visible.
- Require code review.
- Scan for vulnerabilities.
- Document prompts for complex changes.
Key takeaway: Treat AI code as a draft: review, test and keep secrets out of prompts.


