1073
Total Pages
1027
Linux-Friendly Pages
46
Pages with Bias
4.3%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

284 issues found
Showing 276-284 of 284 flagged pages
Virtual Machines Create a Gallery for Sharing Resources .../blob/main/articles/virtual-machines/create-gallery.md
Low Priority View Details →
Scanned: 2026-01-23 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides examples for creating an Azure Compute Gallery using the Portal, Azure CLI, PowerShell, and REST API. While the CLI and REST examples are cross-platform, PowerShell examples are included and presented before REST, and the PowerShell section is Windows-centric. The ordering of examples places PowerShell before REST, which may subtly prioritize Windows tooling. However, Linux/macOS users can fully complete all tasks using the CLI or REST, and no critical functionality is missing for non-Windows platforms.
Recommendations
  • Explicitly note that PowerShell examples are for Windows users, and that Azure CLI and REST are cross-platform.
  • Consider placing CLI examples before PowerShell to emphasize cross-platform tooling.
  • Add a brief statement at the top clarifying that all tasks can be completed on Linux/macOS using CLI or REST.
  • Where possible, link to Azure CLI installation guides for Linux/macOS users.
Scanned: 2026-01-23 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure CLI and PowerShell examples for checking vCPU quotas, but the PowerShell example is given equal prominence despite being Windows-specific. The CLI example is cross-platform, but the tab order and structure may suggest Windows-first thinking. There are no Linux-specific command-line examples beyond Azure CLI, and PowerShell is highlighted as a primary method, which may create friction for Linux/macOS users.
Recommendations
  • Make it clear that Azure CLI is cross-platform and recommended for Linux/macOS users.
  • Consider listing the CLI example first, or explicitly noting platform compatibility for each method.
  • Add a brief note that PowerShell Core is available on Linux/macOS, but Azure CLI is typically preferred on those platforms.
  • If possible, include example output from Linux/macOS terminals to reinforce parity.
Virtual Machines Boot integrity monitoring overview ...virtual-machines/boot-integrity-monitoring-overview.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Windows First
Summary
The documentation provides both Windows and Linux examples for deploying the Guest Attestation extension via ARM templates, and references both Windows and Linux publishers. However, in the template section, Windows is presented before Linux, and the troubleshooting example error references the Windows extension specifically. The CLI and PowerShell sections do not show OS-specific commands, but the PowerShell tab is present, which may be more familiar to Windows users. Overall, Linux parity is maintained, but minor ordering and example choices show a slight Windows-first bias.
Recommendations
  • Present Linux and Windows examples in parallel or alternate their order to avoid implicit prioritization.
  • In troubleshooting, mention that similar errors may occur for Linux VMs and reference the Linux extension explicitly.
  • Where possible, clarify that CLI and template instructions apply equally to both OS types.
  • Add Bash or Linux shell examples if relevant, especially in sections where PowerShell is highlighted.
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides examples for configuring VM watch using ARM templates, Azure CLI, and PowerShell. While the introductory section notes that the code segment is identical for both Windows and Linux except for the extension type, the PowerShell example is included as a primary method alongside CLI and ARM template. There is a slight Windows-first bias in listing PowerShell as a top-level method, and the documentation does not provide explicit Linux shell (bash) examples or guidance for Linux users beyond the CLI. The use of Visual Studio Code as the recommended IDE is platform-neutral, but may be perceived as Windows-centric by some users.
Recommendations
  • Clarify that Azure CLI commands work identically on Linux, macOS, and Windows, and provide explicit bash shell examples where relevant.
  • Consider adding a note or example for Linux users showing how to use the CLI in a Linux shell environment.
  • If PowerShell is mentioned, clarify that PowerShell Core is cross-platform, or provide alternative bash examples for Linux/macOS users.
  • Explicitly state that all configuration methods (ARM template, CLI, PowerShell) are supported on both Windows and Linux, and highlight any platform-specific considerations.
Virtual Machines Delete a VM and attached resources ...ute-docs/blob/main/articles/virtual-machines/delete.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation provides examples for Azure Portal, CLI, PowerShell, and REST API. However, PowerShell is given equal prominence to CLI, despite being Windows-centric. There are no explicit Linux/macOS shell examples (e.g., Bash), and PowerShell examples may not be directly usable on non-Windows platforms. The CLI examples are cross-platform, but the absence of Linux/macOS-specific shell scripting or explicit mention of Linux usage creates mild friction for non-Windows users.
Recommendations
  • Clarify that PowerShell examples are primarily for Windows users and recommend CLI for Linux/macOS users.
  • Add explicit Bash shell examples for common tasks, especially in sections where PowerShell is shown.
  • Where possible, note platform compatibility for each example (e.g., 'CLI: works on Windows, Linux, macOS; PowerShell: Windows only').
  • Consider reordering examples to show CLI before PowerShell, emphasizing cross-platform tools.
  • Add links or references to Linux/macOS-specific documentation where relevant.
Virtual Machines Copy a snapshot to a new region ...ines/disks-copy-incremental-snapshot-across-regions.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for copying incremental snapshots, but the PowerShell section is more detailed and assumes use of Windows/PowerShell. The CLI examples use Bash syntax, but there is no explicit mention of Linux/macOS environments or shell differences. The PowerShell example is given equal prominence to CLI, and the CLI example uses Bash variables, which may not be familiar to Windows users. There are no Linux-specific troubleshooting tips, nor is there mention of Linux-native tools or considerations. The portal and ARM template instructions are platform-neutral.
Recommendations
  • Explicitly state that Azure CLI commands work on Linux, macOS, and Windows, and clarify shell differences if needed.
  • Add a note or section for Linux/macOS users, confirming that Bash syntax is for Unix-like shells and provide equivalent Windows CMD syntax if desired.
  • Provide troubleshooting tips for Linux/macOS environments (e.g., permissions, environment variables).
  • Ensure parity in detail between CLI and PowerShell sections, and avoid assuming PowerShell is the default for scripting unless the audience is Windows-specific.
Virtual Machines Enable end-to-end encryption using encryption at host - Azure portal - managed disks ...-machines/disks-enable-host-based-encryption-portal.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Minor Windows Tools
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for enabling encryption at host, but PowerShell examples are consistently listed first. The 'Next steps' section links only to PowerShell-based template samples, which may favor Windows users. However, the main instructions are Azure portal-based and explicitly state applicability to both Linux and Windows VMs. There are no critical omissions of Linux-specific instructions or tools.
Recommendations
  • Alternate the order of PowerShell and CLI examples, or present CLI examples first to balance visibility for Linux/macOS users.
  • Include links to Azure CLI-based Resource Manager template samples in the 'Next steps' section.
  • Explicitly mention that all CLI commands work on Linux/macOS and Windows, and clarify any platform-specific nuances if present.
  • Ensure screenshots and UI instructions are platform-neutral, as the Azure portal is web-based.
Virtual Machines Instantly access managed disk snapshots ...les/virtual-machines/disks-instant-access-snapshots.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure CLI (cross-platform) and Azure PowerShell (Windows-centric) examples for creating instant access snapshots, but lists PowerShell examples immediately after CLI and before Resource Manager templates. No Linux/macOS-specific tools or shell patterns are mentioned, but the CLI examples use Bash syntax, which is suitable for Linux/macOS. There is a slight ordering bias toward Windows/PowerShell, but all critical operations are covered with CLI examples, so Linux/macOS users are not blocked.
Recommendations
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and show Bash and PowerShell syntax side-by-side for variable declarations if relevant.
  • Consider listing CLI examples before PowerShell and clarify platform compatibility for each example.
  • Add a note that Azure PowerShell is primarily for Windows, while Azure CLI is cross-platform.
  • If possible, provide example commands using native Linux tools (e.g., curl for SAS URI download) where relevant.
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Windows First
Summary
The documentation page is largely neutral, focusing on VM specifications and features. However, there is mild Windows bias in the 'Feature support' section, where 'Nested Virtualization' links to a Windows-specific guide, and in the 'Bandwidth/Throughput testing (NTTTCP)' reference, which is a Windows-centric tool. No Linux-specific examples or tools are mentioned, and Windows references appear before Linux equivalents (if any).
Recommendations
  • Include links to Linux-specific nested virtualization documentation or clarify Linux support status.
  • Mention Linux-compatible bandwidth/throughput testing tools (e.g., iperf, ntttcp-for-linux) alongside NTTTCP.
  • Where features/tools are OS-specific, explicitly state Linux/macOS alternatives or limitations.
  • Ensure parity in documentation references for both Windows and Linux environments.
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