Document Details
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This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Detected Bias Types
windows_first
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation page shows evidence of Windows bias. Windows-specific technologies (NTLM, IIS) are mentioned before their Linux equivalents, and troubleshooting steps reference Windows tools and authentication patterns. Examples and guidance for Linux environments (such as Apache, Nginx, Kerberos, etc.) are missing or less detailed. There are no Linux/POSIX command-line examples, and Windows authentication (NTLM) is discussed without mentioning alternatives for Linux backends.
Recommendations
- Add troubleshooting examples and guidance for common Linux backend servers (e.g., Apache, Nginx, Tomcat) alongside IIS.
- Include authentication scenarios relevant to Linux (e.g., Kerberos, OAuth2) when discussing 401 errors, not just NTLM.
- Provide parity in configuration references (e.g., show how to set timeouts in Apache and Nginx, not just IIS).
- Offer Linux/POSIX command-line examples for diagnostics (e.g., using curl, grep, tail for logs) where appropriate.
- Mention Linux-specific logging and monitoring tools (e.g., syslog, journald) in troubleshooting sections.
- Ensure that references to backend configuration and health probes include both Windows and Linux server environments.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
|
| 2026-01-13 00:00 | #246 | completed |
Biased
|
| 2026-01-12 00:00 | #243 | cancelled |
Biased
|
| 2026-01-11 00:00 | #240 | completed |
Biased
|
| 2026-01-10 00:00 | #237 | completed |
Biased
|
| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
 Clean
|
| 2026-01-06 18:15 | #225 | cancelled |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Clean
|
| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
|