Document Details
Apache Domain Joined Create Configure Enterprise Security Cluster
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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation demonstrates a strong Windows bias throughout. All examples and instructions for setting up the on-premises environment, user and group management, and certificate creation are based on Windows tools (Server Manager, MMC, RDP, Microsoft Entra ID Users and Computers). PowerShell is the only scripting language used for automation, with no Bash or Linux CLI equivalents. There are no instructions or examples for performing these tasks on Linux systems, nor is there mention of Linux-based alternatives for domain controllers, certificate management, or remote access. The workflow assumes the use of Windows VMs and Windows-centric administrative patterns.
Recommendations
- Provide equivalent instructions for setting up the on-premises environment using Linux-based domain controllers (e.g., Samba/SSSD with MIT Kerberos).
- Include examples using Bash scripts and Azure CLI commands alongside PowerShell for resource provisioning and network configuration.
- Offer guidance for managing users, groups, and certificates using Linux tools (e.g., ldapadd, openssl, certtool) and remote access via SSH.
- Clarify which steps are Windows-specific and which can be performed on Linux, and provide links or references to Linux-focused documentation.
- Ensure parity in screenshots and UI walkthroughs by including Linux desktop or CLI environments where applicable.
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
|
| 2026-01-11 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 |
Biased
|
| 2026-01-06 18:15 | #225 | cancelled |
 Clean
|
| 2025-09-16 00:00 | #113 | completed |
Clean
|
| 2025-09-15 00:00 | #112 | completed |
Clean
|
| 2025-09-14 00:00 | #111 | completed |
Clean
|
| 2025-09-13 00:00 | #110 | completed |
Clean
|
| 2025-09-12 00:00 | #109 | completed |
Clean
|
| 2025-09-11 00:00 | #108 | completed |
Clean
|
| 2025-09-10 00:00 | #107 | completed |
Clean
|
| 2025-09-09 00:00 | #106 | completed |
Clean
|
| 2025-09-08 00:00 | #105 | completed |
Clean
|
| 2025-09-07 00:00 | #104 | completed |
Clean
|
| 2025-09-06 00:00 | #103 | completed |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Biased
|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|