45
Total Pages
14
Linux-Friendly Pages
31
Pages with Bias
68.9%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

234 issues found
Showing 201-225 of 234 flagged pages
Cloud Services Extended Support What is the Azure Cloud Service (extended support) model and package ...s-extended-support/cloud-services-model-and-package.md
Medium Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page exhibits a notable Windows bias, especially in the packaging and deployment sections. The only tool mentioned for packaging (.cspkg) is CSPack, with its location and usage described exclusively for Windows environments (e.g., 'C:\Program Files...', 'Microsoft Azure Command Prompt'). Example commands are shown in Windows CMD syntax, and there is no mention of Linux/macOS alternatives or guidance for non-Windows users. Visual Studio and PowerShell are referenced as deployment options before alternatives, and the Compute Emulator is described as a Windows-only tool. No Linux-specific instructions, examples, or parity tools are provided.
Recommendations
  • Explicitly document how Linux/macOS users can install and use CSPack, or clarify if it is Windows-only.
  • If CSPack is not available on Linux/macOS, suggest alternative packaging workflows (e.g., using Azure CLI, Docker, or cross-platform SDKs).
  • Provide example commands using Bash or PowerShell Core, and clarify any platform-specific differences.
  • Mention cross-platform deployment options (e.g., Azure CLI, REST API) before or alongside Windows-centric tools.
  • Clarify the availability and limitations of the Compute Emulator for non-Windows platforms.
  • Add a section or callout for Linux/macOS users outlining supported workflows and any known limitations.
Cloud Services Extended Support Deploy Azure Cloud Services (extended support) - ARM template ...les/cloud-services-extended-support/deploy-template.md
Medium Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page exhibits a notable Windows bias. Throughout, Azure PowerShell is referenced as the primary CLI for resource creation, file uploads, and deployment, with no mention of Azure CLI (cross-platform) or Bash examples. Visual Studio is referenced as a deployment tool, and the only command-line deployment example uses PowerShell. Linux/macOS users are left without direct guidance for completing key steps, such as deploying templates or uploading files.
Recommendations
  • Add Azure CLI (az) examples for all steps currently shown with Azure PowerShell, including resource group creation, storage account creation, blob uploads, and ARM template deployment.
  • Include Bash shell examples for file uploads and deployments.
  • Reference cross-platform tools (Azure CLI, VS Code) alongside or before Windows-specific tools (PowerShell, Visual Studio).
  • Clearly indicate which steps are platform-agnostic and which require platform-specific tools.
  • Provide parity in guidance for Linux/macOS users, ensuring all tasks can be completed without Windows-only tools.
Cloud Services Extended Support Apply the Microsoft Azure diagnostics extension in Cloud Services (extended support) ...articles/cloud-services-extended-support/enable-wad.md
Medium Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page demonstrates a notable Windows bias. All command-line examples use PowerShell, a Windows-centric tool, with no mention of Bash, Azure CLI, or Linux/macOS equivalents. Schema download instructions are exclusively PowerShell-based. The ARM template section is platform-neutral, but the primary how-to guidance and configuration steps are Windows-first and PowerShell-heavy. There are no Linux or macOS-specific instructions or examples, nor any alternative commands for non-Windows users.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands, as Azure CLI is cross-platform.
  • Provide instructions for downloading schema files using Azure CLI or REST API, suitable for Linux/macOS.
  • Explicitly mention platform compatibility for each method, clarifying which steps work on Linux/macOS.
  • Reorder or parallelize examples so that Linux/macOS methods are presented alongside or before Windows/PowerShell methods.
  • Include troubleshooting notes for users on non-Windows platforms.
Cloud Services Extended Support Migrate Azure Cloud Services (classic) to Azure Cloud Services (extended support) ...rvices-extended-support/in-place-migration-overview.md
Medium Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation page demonstrates a notable Windows bias. PowerShell is the only command-line example shown for provider registration and status checks, with no Bash/CLI equivalents. Tooling references (Visual Studio, PowerShell) are Windows-centric, and Windows tools are mentioned before cross-platform alternatives. There are no explicit Linux/macOS instructions or examples, which may hinder non-Windows users.
Recommendations
  • Add Azure CLI examples alongside PowerShell for all command-line operations (e.g., provider registration, status checks).
  • Include references to cross-platform editors (e.g., VS Code) and SDK usage on Linux/macOS.
  • Ensure that migration steps and tooling instructions are platform-neutral or provide parity for Linux/macOS users.
  • Explicitly state platform compatibility for all tools and commands.
  • Where possible, order examples so that cross-platform tools (CLI, SDK) appear before or alongside Windows-specific tools.
Cloud Services Extended Support Apply the Remote Desktop in Cloud Services (extended support) ...articles/cloud-services-extended-support/enable-rdp.md
Medium Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example Windows First
Summary
The documentation page demonstrates a notable Windows bias. All command-line examples for updating the Remote Desktop extension use PowerShell, a Windows-centric tool, with no mention of Linux/macOS alternatives (such as Azure CLI or SSH). The workflow assumes use of RDP, which is primarily a Windows protocol, and does not provide guidance for connecting from Linux/macOS clients or using cross-platform tools. Windows tools and patterns are referenced exclusively and are presented before any mention of alternatives.
Recommendations
  • Add Azure CLI examples for managing the Remote Desktop extension, as Azure CLI is cross-platform.
  • Include instructions or links for connecting to RDP from Linux/macOS clients (e.g., using 'remmina', 'rdesktop', or 'FreeRDP').
  • Clarify whether the Remote Desktop extension supports Linux-based role instances, and if so, provide relevant guidance.
  • Present cross-platform options (CLI, client software) alongside or before Windows-specific instructions.
  • Explicitly note any limitations or differences for Linux/macOS users.
Cloud Services Extended Support Extensions for Cloud Services (extended support) ...articles/cloud-services-extended-support/extensions.md
Medium Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation page demonstrates a notable Windows bias. It references Windows-specific tools (PowerShell, Windows Defender, Microsoft Antimalware) and provides instructions and examples primarily for Windows environments. There is no mention of Linux/macOS equivalents for extensions, remote access, or diagnostics, nor are Linux-specific examples or tools provided. The deployment section lists PowerShell and Visual Studio (both Windows-centric) before more cross-platform options like templates or the Azure portal.
Recommendations
  • Include Linux/macOS-specific instructions and examples for each extension, especially for remote access and diagnostics.
  • Mention and provide guidance for Linux-compatible tools (e.g., SSH for remote access, Linux monitoring agents).
  • Clarify whether extensions (such as Antimalware and Diagnostics) are supported on Linux roles, and if not, suggest alternatives.
  • Reorder deployment options to list cross-platform methods (Azure portal, templates) before Windows-specific ones.
  • Explicitly state OS support for each extension and provide parity where possible.
Cloud Services Extended Support Azure Cloud Services (extended support) post-migration changes ...ud-services-extended-support/post-migration-changes.md
Medium 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 page demonstrates a moderate Windows bias, primarily through frequent references to PowerShell for key operations (retrieving deployment files, updating certificates, migration steps) and by listing PowerShell before CLI or REST API alternatives. There are no explicit Linux/macOS examples or mentions of Bash, Azure CLI usage on Linux, or cross-platform scripting patterns. Some critical tasks (e.g., certificate updates involving secrets) recommend PowerShell or REST API, with no guidance for Linux users. Visual Studio is referenced for update workflows, which is predominantly a Windows tool.
Recommendations
  • Add explicit Azure CLI (az) examples for all operations currently shown with PowerShell, especially for retrieving .csdef and .cscfg files, certificate management, and migration steps.
  • Include Bash script snippets or cross-platform automation guidance for Linux/macOS users.
  • When listing tools or methods, alternate the order or explicitly state cross-platform options first (e.g., CLI, REST API, then PowerShell).
  • Provide guidance for certificate management and updates using CLI or REST API, not just PowerShell.
  • Mention alternatives to Visual Studio for Linux/macOS users (e.g., VS Code, command-line deployment).
Cloud Services Extended Support Azure Cloud Services (extended support) Def. WorkerRole Schema | Microsoft Docs ...d-services-extended-support/schema-csdef-workerrole.md
Medium Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Windows First
Summary
The documentation page for Azure Cloud Services (extended support) WorkerRole schema shows evidence of Windows bias. It references Windows-centric concepts such as certificate store locations ('CurrentUser', 'LocalMachine'), certificate store names ('My', 'Root', etc.), and startup tasks using CMD/batch files in ANSI format. The examples and terminology assume a Windows environment, with no mention of Linux/macOS equivalents or guidance for cross-platform scenarios. Windows tools and patterns are referenced exclusively or before any Linux alternatives.
Recommendations
  • Add explicit guidance for Linux/macOS users, especially regarding certificate storage, startup tasks, and file formats.
  • Include Linux shell script examples (e.g., bash) alongside CMD/batch examples for startup tasks.
  • Clarify how environment variables, file paths, and certificate stores map to Linux/macOS environments.
  • Note any platform-specific limitations or requirements for WorkerRole schema elements.
  • Provide links or references to Linux/macOS documentation for Azure Cloud Services where available.
Cloud Services Extended Support Swap or switch deployments in Azure Cloud Services (extended support) .../cloud-services-extended-support/swap-cloud-service.md
Medium 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 page shows a moderate Windows bias. In the 'Common questions' section, the only command-line example given for checking role status is the Windows PowerShell 'Get-AzRole' command, with no mention of Azure CLI or Bash alternatives for Linux/macOS users. The 'Next steps' section lists PowerShell and Visual Studio (Windows-centric tools) before ARM template, and does not mention Azure CLI or Bash scripting. No Linux/macOS-specific instructions or examples are provided.
Recommendations
  • Add Azure CLI examples alongside PowerShell commands for checking role status and other operations.
  • Mention Azure CLI and Bash scripting as deployment options in the 'Next steps' section.
  • Ensure that all command-line instructions are provided for both Windows (PowerShell) and Linux/macOS (Azure CLI/Bash).
  • Consider including screenshots or references for Linux/macOS environments where relevant.
Cloud Services Extended Support Available States for Azure Cloud Services (extended support) ...ain/articles/cloud-services-extended-support/states.md
Medium Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation page lists deployment options for Azure Cloud Services (extended support) and mentions Windows-centric tools (PowerShell, Visual Studio) before any Linux-friendly alternatives. There are no explicit Linux or cross-platform CLI examples, and PowerShell is highlighted as a deployment method. This ordering and tool selection suggest a Windows-first bias, potentially creating friction for Linux/macOS users.
Recommendations
  • Add Azure CLI deployment instructions/examples, which are cross-platform.
  • Mention Azure Resource Manager (ARM) templates and Bicep as deployment options, with links to Linux-friendly guides.
  • Reorder deployment options to list cross-platform tools (Azure portal, Azure CLI, ARM templates) before Windows-specific tools (PowerShell, Visual Studio).
  • Explicitly state which tools are supported on Linux/macOS and provide parity in documentation.
Cloud Services Extended Support Swap or switch deployments in Azure Cloud Services (extended support) .../cloud-services-extended-support/swap-cloud-service.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page demonstrates moderate Windows bias. The only command-line example for checking role status uses Windows PowerShell (`Get-AzRole`), with no mention of Linux/macOS equivalents (such as Azure CLI). In the 'Next steps' section, PowerShell and Visual Studio (Windows-centric tools) are listed before ARM template and Azure portal, and there are no explicit Linux/macOS command-line examples or references.
Recommendations
  • Add Azure CLI examples for all command-line operations, especially for checking role status and deployment tasks.
  • Explicitly mention that all ARM template and REST API operations can be performed from any OS, and provide cross-platform command-line instructions.
  • Reorder tool references in 'Next steps' to present cross-platform options (Azure CLI, ARM template, Azure portal) before Windows-specific tools (PowerShell, Visual Studio).
  • Include notes or links for Linux/macOS users on how to perform equivalent tasks.
Cloud Services Extended Support Enable Monitoring in Cloud Services (extended support) using the Azure portal ...icles/cloud-services-extended-support/enable-alerts.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Windows First
Summary
The documentation is primarily focused on using the Azure portal, which is cross-platform, but in the 'Next steps' section, Windows-centric tools (PowerShell, Visual Studio) are listed before Linux-friendly options. There is no explicit mention of Linux/macOS equivalents or CLI examples, and PowerShell and Visual Studio are Windows-specific tools.
Recommendations
  • Add Azure CLI examples for deploying Cloud Services, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • List cross-platform tools (Azure portal, Azure CLI, ARM templates) before Windows-only tools (PowerShell, Visual Studio) in the 'Next steps' section.
  • Explicitly mention that PowerShell and Visual Studio are Windows-only, and provide guidance for Linux/macOS users.
  • Include links to documentation for Linux/macOS deployment workflows where available.
Cloud Services Extended Support Available sizes for Azure Cloud Services (extended support) ...les/cloud-services-extended-support/available-sizes.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page demonstrates a notable Windows bias. The only example for listing available VM sizes uses PowerShell, a Windows-centric tool, with no equivalent shown for Linux/macOS users (e.g., Azure CLI, Bash, or REST API). The 'Next steps' section lists PowerShell and Visual Studio (both Windows-focused) before mentioning templates, and does not highlight Linux-friendly workflows. No Linux or cross-platform command-line examples are provided.
Recommendations
  • Add Azure CLI and/or Bash examples for listing available VM sizes, alongside the PowerShell example.
  • Explicitly mention and link to Linux/macOS compatible tools and workflows (e.g., Azure CLI, REST API, ARM templates).
  • In 'Next steps', list cross-platform options (Azure CLI, templates) before or alongside Windows-specific tools.
  • Where PowerShell is shown, provide equivalent commands for Azure CLI or Bash to ensure parity.
Cloud Services Extended Support Store and use certificates in Azure Cloud Services (extended support) ...ervices-extended-support/certificates-and-key-vault.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example 🔧 Windows Tools
Summary
The documentation page demonstrates a Windows bias by referencing PowerShell as the only CLI method for creating Key Vaults, omitting Linux/macOS equivalents such as Azure CLI or Bash. The deployment options list PowerShell and Visual Studio (Windows tools) before mentioning templates, with no explicit mention of Linux-friendly tools or examples. There are no Linux/macOS-specific instructions or examples for certificate management or deployment.
Recommendations
  • Add instructions and examples for using Azure CLI (az) to create Key Vaults and upload certificates, which work cross-platform.
  • Include Bash or shell script examples for certificate management tasks.
  • Mention Linux/macOS compatibility explicitly in relevant sections.
  • List deployment options in a neutral order, or highlight cross-platform tools first (e.g., Azure CLI, ARM templates).
  • Provide guidance for converting certificate formats using OpenSSL, which is standard on Linux/macOS.
Cloud Services Extended Support Guest OS family 2, 3, and 4 retirement notice | Microsoft Docs ...port/cloud-services-guestos-family-2-3-4-retirement.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation is heavily Windows-centric, with all examples and instructions focused on Windows environments. The only script provided is in Azure PowerShell, with no equivalent for Bash, Azure CLI, or cross-platform tools. All OS references and migration recommendations are for Windows Server versions, and there is no mention of Linux-based guest OS families or how Linux users should check or migrate their services.
Recommendations
  • Provide equivalent examples using Azure CLI or Bash scripts to help Linux/macOS users identify affected services.
  • Clarify whether Linux-based guest OS families are impacted and, if not, explicitly state this for user clarity.
  • Include migration guidance for Linux-based workloads, if applicable, or link to relevant documentation.
  • Present examples and instructions for both Windows and Linux environments, or use cross-platform tools where possible.
Cloud Services Extended Support Deploy Azure Cloud Services (extended support) - SDK ...articles/cloud-services-extended-support/deploy-sdk.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example Windows First
Summary
The documentation page demonstrates notable Windows bias, especially in certificate and key vault management steps, which are provided exclusively with Azure PowerShell examples. No Linux or cross-platform CLI alternatives (such as Azure CLI or REST API) are given for these critical steps. The use of PowerShell and references to Windows-centric tools and patterns (e.g., RDP extension, Microsoft.Windows.Azure.Extensions) further reinforce the Windows-first approach. Linux/macOS users would need to research and adapt these steps using other tools, creating friction.
Recommendations
  • Provide equivalent Azure CLI examples for key vault and certificate management steps, as Azure CLI is cross-platform.
  • Mention REST API or SDK alternatives for certificate operations, with sample requests.
  • Explicitly note that PowerShell commands can be run on Linux/macOS with PowerShell Core, or provide links to cross-platform installation guides.
  • Include Linux/macOS-specific notes or troubleshooting tips for file paths, environment variables, and authentication.
  • List Azure CLI examples before or alongside PowerShell to avoid Windows-first ordering.
Cloud Services Extended Support What is the Azure Cloud Service (extended support) model and package ...s-extended-support/cloud-services-model-and-package.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page exhibits a notable Windows bias. The packaging process is described using Windows-specific tools (CSPack.exe), with installation paths and usage instructions referencing Windows directories and the 'Microsoft Azure Command Prompt'. There are no Linux/macOS equivalents or instructions for creating packages on those platforms. Example commands are given in Windows CMD syntax, and deployment options prioritize Windows-centric tools (Visual Studio, PowerShell) before mentioning more cross-platform options. No guidance is provided for Linux/macOS users on how to perform these tasks.
Recommendations
  • Document how to install and use CSPack on Linux/macOS, if available, or provide alternatives (such as Azure CLI or cross-platform SDK tools).
  • Include example commands for packaging and deploying cloud services using Bash or other Linux/macOS shells.
  • Clarify whether the packaging and deployment steps can be performed on non-Windows platforms, and if not, state the limitations explicitly.
  • List cross-platform deployment options (such as Azure CLI and ARM templates) before Windows-specific tools like PowerShell and Visual Studio.
  • Provide download and installation instructions for the Azure SDK on Linux/macOS, if supported.
Cloud Services Extended Support Prerequisites for deploying Cloud Services (extended support) ...cloud-services-extended-support/deploy-prerequisite.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is mentioned as a primary automation tool for creating resources (virtual networks, key vaults), and Visual Studio is referenced as a deployment method. While the Azure CLI and ARM templates are also mentioned, PowerShell and Windows-centric tools/patterns are often listed first or exclusively. There are no explicit Linux/macOS examples or references to Bash scripting, and the documentation does not clarify parity for non-Windows users.
Recommendations
  • Ensure that for every PowerShell example or reference, an equivalent Azure CLI (cross-platform) example or link is provided and listed with equal prominence.
  • When listing deployment methods, alternate the order or explicitly state that Azure CLI and ARM templates are fully supported on Linux/macOS.
  • Add explicit notes or sections for Linux/macOS users, clarifying that all steps can be completed using cross-platform tools.
  • Where Visual Studio is mentioned, also mention VS Code (cross-platform) or other non-Windows deployment options.
  • Include Bash or shell script examples where relevant, especially for automation tasks.
Cloud Services Extended Support Deploy Azure Cloud Services (extended support) - ARM template ...les/cloud-services-extended-support/deploy-template.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page exhibits a notable Windows bias. All command-line examples use Azure PowerShell, with no mention of Azure CLI or Bash scripts. References to deployment steps and resource creation consistently prioritize Azure PowerShell and Windows-centric tools (e.g., Visual Studio, RDP extension for Windows). There are no Linux/macOS-specific instructions or examples, and alternative cross-platform tools are not discussed.
Recommendations
  • Add Azure CLI examples alongside PowerShell for all deployment and resource creation steps.
  • Explicitly mention that Azure CLI and Bash can be used on Linux/macOS, and provide equivalent command snippets.
  • Include instructions for uploading files to storage accounts using Azure CLI or azcopy.
  • Reference cross-platform editors (e.g., VS Code) in addition to Visual Studio.
  • Clarify which steps are platform-agnostic and which require Windows-specific tools (e.g., RDP extension).
  • Provide guidance for Linux/macOS users on remote access (e.g., SSH, if supported) or alternatives to RDP.
Cloud Services Extended Support Apply the Microsoft Azure diagnostics extension in Cloud Services (extended support) ...articles/cloud-services-extended-support/enable-wad.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page demonstrates a strong Windows bias by exclusively providing PowerShell-based instructions and commands for applying the Azure diagnostics extension. There are no CLI, Bash, or Linux/macOS-specific examples or guidance. Windows tools and patterns (PowerShell, Visual Studio) are mentioned first and/or exclusively, while Linux alternatives are absent.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands, as Azure CLI is cross-platform and works on Linux/macOS.
  • Provide Bash script samples for downloading schema files and updating cloud service extensions.
  • Explicitly mention that ARM template deployment can be performed from any OS and provide CLI commands for deploying templates.
  • Include notes or links for Linux/macOS users on how to perform each step without PowerShell.
  • Reorder examples so that cross-platform tools (Azure CLI, ARM templates) are presented before Windows-specific tools.
Cloud Services Extended Support Migrate cloud services not in a virtual network to a virtual network .../cloud-services-extended-support/non-vnet-migration.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page focuses exclusively on Azure Portal-based migration steps, with all screenshots and instructions tailored to the graphical interface. In the 'Next steps' section, migration via PowerShell is mentioned explicitly, but there is no reference to Linux/macOS command-line alternatives (such as Azure CLI or Bash scripts). No Linux-specific tools or examples are provided, and PowerShell is listed before any Linux-friendly options.
Recommendations
  • Add Azure CLI examples for migration steps, especially for users on Linux/macOS.
  • Include references to Bash scripting or automation for non-Windows environments.
  • List Linux/macOS-compatible tools and procedures alongside or before PowerShell options.
  • Clarify whether all portal operations can be performed equivalently via CLI, and provide links or code samples.
Cloud Services Extended Support Override SKU information over CSCFG/CSDEF for Azure Cloud Services (extended support) ...ticles/cloud-services-extended-support/override-sku.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation provides explicit PowerShell examples for overriding SKU settings, but does not offer equivalent CLI or Bash examples for Linux/macOS users. PowerShell is highlighted as a primary method, and no mention is made of cross-platform tools like Azure CLI. This creates friction for non-Windows users who may not use PowerShell.
Recommendations
  • Add Azure CLI (az) examples for setting allowModelOverride, as CLI is cross-platform and widely used on Linux/macOS.
  • Include Bash or shell script samples where appropriate.
  • Clarify which tools are cross-platform and which are Windows-specific.
  • Present examples in parallel (e.g., CLI and PowerShell side-by-side) or alternate which comes first.
Cloud Services Extended Support Apply the Remote Desktop in Cloud Services (extended support) ...articles/cloud-services-extended-support/enable-rdp.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation is heavily biased toward Windows environments. All command-line examples use PowerShell, and only Windows Remote Desktop Protocol (RDP) tools and workflows are described. There are no Linux/macOS equivalents or instructions for connecting via RDP from non-Windows systems, nor are cross-platform CLI tools (such as Azure CLI) demonstrated. The workflow assumes use of Windows tools and patterns throughout.
Recommendations
  • Add Azure CLI examples for managing the Remote Desktop extension, as Azure CLI is cross-platform.
  • Include instructions for connecting to RDP from Linux/macOS clients (e.g., using 'remmina', 'rdesktop', or 'FreeRDP').
  • Explicitly mention that the .rdp file can be used on non-Windows systems and provide guidance for doing so.
  • Present cross-platform options first or side-by-side, rather than focusing solely on Windows/PowerShell.
  • Clarify any platform-specific limitations or requirements.
Cloud Services Extended Support Extensions for Cloud Services (extended support) ...articles/cloud-services-extended-support/extensions.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation page demonstrates a notable Windows bias. It references PowerShell cmdlets for configuring Microsoft Antimalware, mentions Windows Server versions and Windows Defender, and does not provide equivalent Linux guidance or examples. The deployment section lists PowerShell and Visual Studio (Windows-centric tools) before mentioning templates, and there are no explicit Linux/macOS instructions or examples for extension management.
Recommendations
  • Add Linux-specific instructions and examples for configuring and managing extensions, especially for Antimalware and diagnostics.
  • Include CLI (az) commands and Bash scripts alongside PowerShell examples.
  • Clarify which extensions and features are supported on Linux-based roles, and provide parity where possible.
  • Reorder deployment options to present cross-platform tools (Azure CLI, templates) before Windows-only tools.
  • Explicitly state any limitations or differences for Linux users in extension support.
Cloud Services Extended Support Migrate Azure Cloud Services (classic) to Azure Cloud Services (extended support) ...rvices-extended-support/in-place-migration-overview.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation demonstrates a notable Windows bias by prioritizing PowerShell and Windows-centric tools for migration tasks. PowerShell is presented as the primary CLI example, with no Bash or Linux shell equivalents shown. Visual Studio is listed as a deployment tool, but there is no mention of Linux-friendly alternatives (e.g., VS Code, CLI, or ARM templates via Bash). The order of examples and instructions generally favors Windows tools and workflows, and Linux/macOS users are left to infer their own approaches or seek external resources.
Recommendations
  • Add explicit Bash/Azure CLI examples alongside PowerShell commands for all resource registration and migration steps.
  • Include guidance for deploying and managing Cloud Services (extended support) from Linux/macOS environments, such as using Azure CLI, VS Code, or ARM templates.
  • List cross-platform tools (e.g., Azure CLI, VS Code) before or alongside Windows-specific tools like PowerShell and Visual Studio.
  • Provide links to Linux/macOS setup guides for Azure migration tasks.
  • Ensure that all step-by-step instructions are platform-neutral or offer parallel instructions for both Windows and Linux/macOS users.