Sad Tux - Windows bias detected
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
missing_linux_example
Summary
The documentation page generally avoids explicit Windows bias in terms of tools or examples, but there is a subtle 'windows_first' bias in the authentication section, where Active Directory (AD) is mentioned as the default enterprise authentication method, with ADFS as an alternative. There are no explicit Linux authentication examples (e.g., LDAP, Kerberos), nor is there mention of Linux-native RBAC or identity providers. Additionally, while Kubernetes-native tools are referenced for provisioning, there are no concrete Linux command-line examples (e.g., bash, Linux shell commands), and no mention of Linux-specific patterns for connectivity, monitoring, or backup.
Recommendations
  • Add Linux-native authentication examples, such as integration with LDAP, Kerberos, or other Linux identity providers.
  • Provide explicit Linux shell command examples for provisioning and management alongside Azure CLI and Kubernetes tools.
  • Mention Linux RBAC and local user/group management as alternatives to Active Directory and Azure RBAC.
  • Include references to Linux-native monitoring tools (e.g., Prometheus, syslog) in addition to Grafana/Kibana.
  • Ensure parity in backup and restore examples by referencing Linux storage classes and backup utilities.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Clean Clean
2026-02-18 00:00 #395 in_progress Clean Clean
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Clean Clean
2026-02-15 00:00 #383 in_progress Clean Clean
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Clean Clean
2026-02-12 00:00 #371 in_progress Clean Clean
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Clean Clean
2026-02-09 00:00 #359 completed Clean Clean
2026-02-08 00:00 #355 completed Clean Clean
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased