The repositories under this account are demonstration and reference projects for Microsoft Fabric, Azure data services and Copilot-assisted engineering. They are intended for learning, prototyping and customer demonstrations — not for production use as-is.

Please do not open a public issue for security problems.

Use GitHub's private vulnerability reporting on the affected repository: Security tab -> Report a vulnerability.

Expect an initial response within 5 business days.

If you find a credential, token, tenant ID, workspace ID or any other identifier that appears to be real, please report it privately using the same channel. These are treated with the same priority as vulnerabilities.

• Synthetic demo data. All datasets in these repositories are generated and fictional.
• Placeholder identifiers such as 00000000-0000-0000-0000-000000000000 or <WORKSPACE_ID>, which are intentional.
• Findings that require an already-compromised Azure tenant.

These projects never commit real configuration. Every repository ships *.example files that you copy locally:

cp src/config.example.yaml src/config.yaml
cp src/state.example.json  src/state.json

The real files are git-ignored. If a deployment script fails because an ID is missing, that is intended behaviour — supply your own rather than reusing someone else's tenant.