Safe Sharing and Collaboration
collaborating without leaking secrets. Best practices for sharing prompts, logs, and datasets within your team.
Safe Sharing and Collaboration
The "Pastebin" Risk
Developers often paste logs into Slack or ChatGPT to debug them. Risk: If that log contains a user's API key or PII, you just leaked it. Rule: Redact secrets locally before copy-pasting.
Prompt Versioning
When sharing a prompt update:
- Don't: Send a screenshot of AI Studio.
- Do: Commit the prompt text file (Jinja template or YAML) to Git. Review it like code.
Production vs Staging
Maintain two GCP projects:
my-app-staging: Where devs play. Loose limits.my-app-prod: Locked down. Only CI/CD can deploy here.
Summary
Collaboration requires discipline. Treat Prompts as Code, and Logs as Toxic Waste (handle with care).
In the final lesson of this module, we verify Compliance.