496
Total Pages
492
Linux-Friendly Pages
4
Pages with Bias
0.8%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

8 issues found
Showing 1-8 of 8 flagged pages
Spring Apps Map an Existing Custom Domain to Azure Spring Apps ...les/spring-apps/basic-standard/how-to-custom-domain.md
Medium Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Windows First
Summary
The documentation is generally cross-platform, focusing on Azure Portal and Azure CLI (which are available on Windows, Linux, and macOS). However, there is a notable Windows bias in the certificate preparation section: Windows-specific tools (IIS, Certreq.exe) are mentioned for certificate export, with a direct link to a Windows Server documentation page, while Linux/macOS alternatives are not described. Additionally, Windows tools are mentioned before Linux equivalents in that section.
Recommendations
  • Add explicit instructions for exporting certificates to PFX format on Linux/macOS, such as using OpenSSL commands for certificate requests and exports.
  • Provide links to relevant Linux/macOS documentation for certificate management.
  • When mentioning Windows tools (IIS, Certreq.exe), also mention Linux/macOS alternatives in parallel, not as an afterthought.
  • Ensure that examples and tool recommendations are presented in a platform-neutral order, or grouped by OS.
Spring Apps How to Configure Palo Alto for Azure Spring Apps ...ring-apps/basic-standard/how-to-configure-palo-alto.md
Medium Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Missing Linux Example 🔧 Windows Tools Windows First
Summary
The documentation is heavily biased towards Windows and PowerShell. All automation and API examples use PowerShell syntax and cmdlets, with no equivalent Bash, shell, or Linux-native examples. The prerequisites list PowerShell before Azure CLI, and all CLI commands are shown as being run in a PowerShell window. There is no mention of Linux or macOS workflows, and no guidance for users who do not have PowerShell available.
Recommendations
  • Provide equivalent Bash/shell scripts for all PowerShell examples, using curl, jq, and other standard Linux tools.
  • Clarify which steps can be performed with Azure CLI or REST API calls directly from Bash.
  • Add a section or note explicitly addressing Linux/macOS users, including installation instructions for PowerShell Core if needed, or alternatives.
  • Show Azure CLI examples outside of PowerShell context, and use cross-platform syntax.
  • Reorder prerequisites to list Azure CLI first, and mention Bash/shell as supported environments.
Spring Apps How to Configure Palo Alto for Azure Spring Apps ...ring-apps/basic-standard/how-to-configure-palo-alto.md
Medium Priority View Details →
Scanned: 2026-01-11 06:20
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page demonstrates a strong Windows bias by exclusively providing PowerShell-based automation examples for interacting with Palo Alto REST APIs and Azure CLI commands. All code snippets and automation workflows assume the use of PowerShell, with no mention of Bash, shell scripting, or Linux/macOS command-line equivalents. There are no Linux-specific instructions or alternative examples, which may create friction for users on non-Windows platforms.
Recommendations
  • Provide equivalent Bash/shell script examples for all PowerShell automation tasks, especially for interacting with Palo Alto REST APIs using curl, jq, or other common Linux tools.
  • Clarify that Azure CLI commands can be run in Bash or other shells, and provide syntax examples for those environments.
  • Add a note or section addressing cross-platform usage, including any prerequisites or differences for Linux/macOS users (e.g., installation of PowerShell Core, or alternative tools).
  • Where PowerShell variable syntax is used, show how to set and use variables in Bash.
  • Test and validate all automation steps on Linux/macOS and document any platform-specific caveats.
Spring Apps Map an Existing Custom Domain to Azure Spring Apps ...les/spring-apps/basic-standard/how-to-custom-domain.md
Medium Priority View Details →
Scanned: 2026-01-11 06:20
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Windows First
Summary
The documentation is generally cross-platform, using Azure CLI and Azure Portal for all procedural steps, which are accessible from Linux, macOS, and Windows. However, there is a notable Windows bias in the section on exporting certificates to PFX format: it references IIS and Certreq.exe (Windows-only tools) as alternatives to OpenSSL, and links to a Windows Server documentation page for exporting certificates. The mention of Windows tools occurs after the OpenSSL example, but no Linux/macOS-specific alternatives are provided for users who did not use OpenSSL.
Recommendations
  • Provide explicit instructions or links for exporting certificates to PFX format on Linux/macOS, such as using OpenSSL or other platform-appropriate tools.
  • Clarify that Certreq.exe and IIS are Windows-only, and suggest alternatives for non-Windows users.
  • Ensure that all steps referencing certificate management include Linux/macOS equivalents or note cross-platform compatibility.
  • Consider reordering or balancing tool mentions so that Windows-specific tools are not highlighted without equivalent Linux/macOS guidance.
Spring Apps Quickstart - Provision Azure Spring Apps Using Bicep ...tandard/quickstart-deploy-infrastructure-vnet-bicep.md
Low Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page demonstrates mild Windows bias. While the main deployment instructions use Azure CLI in Bash (which is cross-platform), references to Azure PowerShell are present without equivalent Linux/macOS shell examples. Additionally, the 'Review deployed resources' section mentions Azure PowerShell before Linux alternatives, and there are no explicit Linux/macOS-specific instructions or troubleshooting notes. The overall flow assumes familiarity with Windows-centric tools and patterns.
Recommendations
  • Provide explicit Linux/macOS shell examples alongside Azure PowerShell, especially for resource review and cleanup steps.
  • Clarify that Azure CLI commands work on all platforms and provide sample commands for common Linux shells (e.g., bash, zsh).
  • Include troubleshooting notes for Linux/macOS users, such as permissions, environment setup, or differences in CLI behavior.
  • Avoid mentioning Azure PowerShell before cross-platform alternatives unless necessary, or present both options equally.
Spring Apps Quickstart - Provision Azure Spring Apps Using an Azure Resource Manager Template (ARM Template) ...asic-standard/quickstart-deploy-infrastructure-vnet.md
Low Priority View Details →
Scanned: 2026-01-12 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 resource cleanup, but PowerShell (a Windows-centric tool) is given equal prominence. There are no Linux/macOS-specific instructions, and the ordering of examples does not prioritize cross-platform tools. The main deployment workflow relies on the Azure Portal, which is cross-platform, but command-line instructions could better highlight Linux-friendly options.
Recommendations
  • Prioritize Azure CLI examples over PowerShell, as CLI is cross-platform and preferred for Linux/macOS users.
  • Explicitly mention that Azure CLI works on Linux/macOS and provide installation links or references.
  • If PowerShell is included, clarify that it is available cross-platform, but note that Azure CLI is more common for Linux/macOS.
  • Consider adding bash script examples for common tasks, or at least ensure CLI examples are shown first.
  • Add a note or section for Linux/macOS users, confirming that all steps can be completed on their platforms.
Spring Apps Quickstart - Provision Azure Spring Apps Using Bicep ...tandard/quickstart-deploy-infrastructure-vnet-bicep.md
Low Priority View Details →
Scanned: 2026-01-11 06:20
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page primarily features Azure CLI commands in Bash, which are cross-platform, but references to Azure PowerShell and the Azure portal are given as alternatives for reviewing resources, with no mention of Linux-specific tools or workflows. There are no explicit Linux/macOS examples, nor is there guidance for Linux users regarding environment setup or differences. Windows-centric tools (PowerShell) are mentioned before Linux equivalents, and there is no parity in example scripts for Linux/macOS users.
Recommendations
  • Add explicit Linux/macOS instructions or examples, such as using Bash or Zsh shells.
  • When referencing Azure PowerShell, also mention Bash/Azure CLI as a first-class option for Linux/macOS users.
  • Include notes on environment setup for Linux/macOS (e.g., installing Azure CLI on Ubuntu/macOS).
  • Provide parity in example scripts for resource review and cleanup using Bash or other Linux-native tools.
  • Avoid listing Windows tools (PowerShell) before cross-platform or Linux-native options.
Spring Apps Quickstart - Provision Azure Spring Apps Using an Azure Resource Manager Template (ARM Template) ...asic-standard/quickstart-deploy-infrastructure-vnet.md
Low Priority View Details →
Scanned: 2026-01-11 06:20
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 resource cleanup, but lists PowerShell as a primary option and does not mention Linux/macOS shell equivalents (e.g., Bash). Throughout the page, there is a slight tendency to present Windows-centric tools (PowerShell) alongside cross-platform ones (Azure CLI), and no explicit Linux/macOS instructions or screenshots are provided. However, the main deployment workflow is via the Azure Portal or Azure CLI, which are cross-platform.
Recommendations
  • Explicitly mention that Azure CLI commands work on Linux/macOS and provide Bash shell examples where interactive input is used.
  • Clarify that PowerShell examples are for Windows, and suggest Bash or zsh for Linux/macOS users.
  • Add screenshots or instructions for Linux/macOS environments where appropriate.
  • Ensure that CLI examples do not assume Windows shell conventions (e.g., 'read' works in Bash, but clarify for cross-platform usage).