Security practice in demos

Practical controls used in published demo projects.

Data

  • Prefer synthetic or anonymized datasets.
  • Limit data scope to what the demo strictly needs.

Access

  • Use least-privilege permissions and isolate demo environments.
  • Store secrets in environment variables, never in the repository.

Logs

  • Do not log personal data or credentials.
  • Keep logs actionable while avoiding sensitive payloads.

Dependencies

  • Review and update dependencies regularly.
  • Remove unused packages before release.