Draft: Concepts for Compliant, Near-Zero Latency Logging

Related Issues:

• #408
• https://gitlab.com/gitlab-org/modelops/applied-ml/code-suggestions/ai-assist/-/issues/357

What does this merge request do and why?

• Goal: Near-zero latency: Logging as a background task
• Goal: Compliant logging: Test various libs to reduce secrets and PII in logs
• Implement the best combination of
  • https://pypi.org/project/python-secrets/
    • Rejecting – Limited community adoption, broken documentation (404s)
  • https://pypi.org/project/pii-anonymizer/
  • https://pypi.org/project/sanityze/
  • https://pypi.org/project/detect-secrets/

How to set up and validate locally

Numbered steps to set up and validate the change are strongly suggested.

Merge request checklist

• Tests added for new functionality. If not, please raise an issue to follow up.
• Documentation added/updated, if needed.