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21
Pages Scanned
5
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21
Changed Pages
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Scan Information

Started At: 2026-01-26 00:00:07

Finished At: 2026-02-10 18:44:36

Status: completed

Target Repo: Azure Management

Current Phase: discovery

Files Queued: 21

Files Completed: 21

Problematic Pages

5 issues found
Azure Arc Next steps for cloud-native server management with Azure Arc-enabled servers .../articles/azure-arc/servers/cloud-native/next-steps.md
Medium Priority View Details →
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
⚠️ windows_first ⚠️ windows_tools ⚠️ missing_linux_example
Summary
The documentation page presents examples and scenarios that reference Windows-centric management tools (e.g., Group Policy Objects, WSUS) and patterns before or instead of Linux equivalents. There are no explicit Linux management tool examples (such as Ansible, Chef, or Linux-native patching/configuration systems), nor are Linux-specific onboarding or verification steps mentioned. This creates a subtle bias toward Windows environments, even though Azure Arc supports both Windows and Linux servers.
Recommendations
  • Include examples of onboarding and managing Linux servers with Azure Arc, such as referencing Linux distributions, package managers, or configuration tools.
  • When discussing phased adoption, mention Linux-native patching tools (e.g., apt, yum, zypper) and how Azure Update Manager integrates with them.
  • Provide parallel examples for resource organization and compliance, such as using Linux tagging conventions or integration with Linux security policies.
  • Reference automation and remediation using Linux shell scripts or configuration management tools (e.g., Ansible, Chef, Puppet) alongside PowerShell.
  • Explicitly state that Azure Arc supports both Windows and Linux servers, and link to Linux-specific guidance where available.
GitHub Create Pull Request
Azure Arc Enable VM Extensions Using Azure Resource Manager Template ...les/azure-arc/servers/manage-vm-extensions-template.md
Medium Priority View Details →
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
⚠️ powershell_heavy ⚠️ missing_linux_example ⚠️ windows_first
Summary
The documentation provides ARM template examples for both Linux and Windows VM extensions, but all deployment instructions and command-line examples use Azure PowerShell exclusively, with no Azure CLI or Bash equivalents. The deployment commands are shown only in PowerShell, and the file paths in examples use Windows-style paths. There are no Linux/macOS shell examples for deploying templates, which may create friction for users on those platforms.
Recommendations
  • Add equivalent Azure CLI deployment commands (e.g., az deployment group create) alongside PowerShell examples.
  • Show Linux/macOS file path examples (e.g., /home/user/Azure/Templates/...) in addition to Windows-style paths.
  • Explicitly state that both PowerShell and Azure CLI can be used, and link to CLI documentation.
  • Consider presenting CLI examples before or alongside PowerShell to avoid Windows-first perception.
  • Clarify that the ARM templates themselves are cross-platform and can be deployed from any OS.
GitHub Create Pull Request
Azure Arc What's new with Azure Connected Machine agent ...main/articles/azure-arc/servers/agent-release-notes.md
Medium Priority View Details →
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
⚠️ windows_first ⚠️ powershell_heavy ⚠️ windows_tools
Summary
The release notes for the Azure Connected Machine agent present Windows information and troubleshooting steps before Linux equivalents, and frequently reference Windows-specific tools (such as PowerShell, MSI installers, and GUI applications). Some improvements and bug fixes are described only for Windows (e.g., installer issues, GUI accessibility), with Linux-specific details less emphasized or deferred. Troubleshooting guidance for installation issues is Windows/PowerShell-centric, with no equivalent Linux instructions provided. However, Linux support is present and most features/fixes are documented for both platforms.
Recommendations
  • Provide Linux-first or side-by-side examples and troubleshooting steps, especially for installation issues (e.g., RPM installer guidance, common Linux errors).
  • Include Linux-specific tool references (such as shell commands, systemctl, RPM/Deb packages) in troubleshooting and feature explanations.
  • Balance the order of presentation so that Windows and Linux changes are listed together or alternate which platform is described first.
  • Where a feature or fix is Windows-only, explicitly state this to clarify parity.
  • Add more Linux-specific known issues and guidance where relevant.
GitHub Create Pull Request
Azure Arc Manage and maintain the Azure Connected Machine agent ...s/blob/main/articles/azure-arc/servers/manage-agent.md
Medium Priority View Details →
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
⚠️ windows_first ⚠️ powershell_heavy ⚠️ windows_tools
Summary
The documentation provides both Windows and Linux instructions for all major agent lifecycle tasks (install, upgrade, uninstall, proxy config). However, there is a notable Windows bias in several areas: Windows examples and instructions are often presented first, PowerShell scripts are provided for cleanup and automation tasks with no Linux shell equivalent, and Windows-specific tools (Control Panel, Group Policy, Microsoft Update, WSUS, Configuration Manager) are described in detail, while Linux equivalents (such as unattended upgrades, package manager automation, or systemd integration) are not discussed. The cleanup script for stale resources is only provided in PowerShell, with no Bash/CLI alternative for Linux users.
Recommendations
  • Alternate the order of Windows and Linux sections so Linux instructions are not always after Windows.
  • Provide equivalent Bash or Azure CLI scripts for tasks currently only covered by PowerShell (e.g., stale resource cleanup).
  • Include guidance for automating agent upgrades and removals on Linux (e.g., using cron, systemd timers, or unattended-upgrades).
  • Add references to Linux-native configuration management tools (such as Ansible, Chef, Puppet) where Windows tools like Group Policy or Configuration Manager are mentioned.
  • Where Windows-specific infrastructure (WSUS, Configuration Manager) is discussed, mention Linux approaches for managing package updates at scale (e.g., apt repositories, yum mirrors, zypper services).
GitHub Create Pull Request
Container Registry Deploy the Connected Registry Arc Extension ...iner-registry/quickstart-connected-registry-arc-cli.md
Low Priority View Details →
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
⚠️ windows_first ⚠️ powershell_heavy
Summary
The documentation provides both Bash and PowerShell examples for generating the protected settings JSON file, but the PowerShell example is shown second. The rest of the guide uses Azure CLI and kubectl commands, which are cross-platform and do not exhibit Windows-specific bias. No Windows-only tools or patterns are mentioned, and Linux/macOS users can follow all steps without friction.
Recommendations
  • Ensure Bash and PowerShell examples are presented with equal prominence, possibly side-by-side or with clear tabs.
  • Consider adding a note clarifying that all Azure CLI and kubectl commands work on Linux, macOS, and Windows.
  • If possible, provide explicit Linux/macOS verification steps (e.g., checking file contents with 'cat') alongside PowerShell equivalents.
GitHub Create Pull Request