Azure Vmware

146
Total Pages
98
Linux-Friendly Pages
48
Pages with Bias
32.9%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues (71)

https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/azure-vmware-solution-known-issues.md [View Details]
Scanned: 2025-07-17 00:00 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows Tools
Summary:
The documentation page primarily describes Azure VMware Solution known issues in a platform-neutral manner, but there are subtle signs of Windows bias. Specifically, remediation steps for VMware Tools vulnerabilities reference the Azure VMware Solution Run command 'Set-Tools-Repo' without clarifying if or how this applies to Linux VMs, and one issue explicitly refers to 'VMware Tools for Windows.' There are no Linux-specific examples, tools, or guidance, and no mention of Linux guest considerations for VMware Tools updates or vulnerabilities.
Recommendations:
  • When referencing VMware Tools updates or vulnerabilities, explicitly state whether the guidance applies to both Windows and Linux VMs, or provide separate instructions if the process differs.
  • If using commands like 'Set-Tools-Repo,' clarify their applicability to Linux guests and provide Linux-specific update instructions if needed.
  • For issues that mention 'VMware Tools for Windows,' add parallel information for Linux guests, including any differences in remediation or impact.
  • Include examples or notes for both Windows and Linux environments where guest OS actions are required, ensuring parity in documentation.
  • Review all workaround steps to ensure they are inclusive of both Windows and Linux guest scenarios, especially for security advisories and update processes.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/azure-vmware-solution-known-issues.md [View Details]
Scanned: 2025-07-16 00:00 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows Tools
Summary:
The documentation page primarily describes known issues and their workarounds for Azure VMware Solution. While most content is platform-neutral, there are a few instances of Windows bias: remediation steps for VMware Tools vulnerabilities reference only the 'Set-Tools-Repo' Run command without clarifying if it applies to both Windows and Linux VMs, and one issue specifically mentions 'VMware Tools for Windows' without discussing Linux equivalents. No Linux-specific guidance or examples are provided, and there is no mention of Linux guest tools or remediation steps for Linux VMs.
Recommendations:
  • For issues involving VMware Tools, clarify whether the remediation steps (such as using 'Set-Tools-Repo') apply to both Windows and Linux VMs. If not, provide equivalent instructions for Linux guests.
  • Where an issue references 'VMware Tools for Windows', explicitly state if Linux VMs are affected or provide parallel guidance for Linux.
  • When referencing commands or tools, specify their applicability to both Windows and Linux environments, or provide platform-specific alternatives as needed.
  • Consider including examples or notes for Linux guest VM administrators, especially for common cross-platform tasks such as updating VMware Tools or responding to security advisories.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/includes/vcenter-access-identity-description.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation page consistently references Windows Server Active Directory as the primary or only identity provider for user and group management in vCenter Server. There are no examples or mentions of Linux-based identity sources (such as OpenLDAP) or integration patterns, and Windows terminology and tools are presented exclusively.
Recommendations:
  • Include examples and guidance for integrating Linux-based identity sources, such as OpenLDAP, with vCenter Server.
  • Mention Linux equivalents alongside Windows Server Active Directory when discussing user and group management.
  • Provide parity in documentation by referencing both Windows and Linux identity management tools and patterns.
  • Clarify whether non-Windows identity sources are supported or not, and if so, provide configuration steps or references.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/architecture-api-management.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by referencing PowerShell and the Azure portal as primary management tools, without mentioning Linux-native alternatives (such as Azure CLI or Bash scripting). There are no Linux-specific examples or guidance, and Windows/PowerShell tools are mentioned first and exclusively.
Recommendations:
  • Include examples and references for managing API Management using Azure CLI and Bash, alongside PowerShell.
  • Explicitly mention that management can be performed from Linux, macOS, and Windows environments.
  • Provide sample commands or automation scripts for Linux users, ensuring parity with PowerShell examples.
  • Rephrase tool mentions to be platform-neutral (e.g., 'using Azure CLI, PowerShell, or the Azure portal').
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-virtual-trusted-platform-module.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by emphasizing Windows-specific security features (such as BitLocker and credential protection), mentioning Windows operating systems before Linux in guest OS support, and referencing Windows-specific threats and use cases. There are no Linux-specific examples or mentions of Linux disk encryption or security tooling, and the benefits and scenarios are described primarily in a Windows context.
Recommendations:
  • Include Linux-specific security features that benefit from vTPM, such as LUKS/dm-crypt disk encryption or Secure Boot for Linux distributions.
  • List Linux guest OS support before or alongside Windows in all relevant sections.
  • Describe use cases and threats relevant to Linux environments (e.g., rootkits, Linux kernel module signing).
  • Provide examples or references for configuring vTPM and Secure Boot with popular Linux distributions.
  • Balance the description of VBS and credential protection to include Linux security mechanisms or clarify if VBS is Windows-only.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/native-connect-on-premises.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example
Summary:
The documentation does not provide any OS-specific examples or instructions, but it also does not mention or reference any Windows-specific tools, commands, or patterns. However, there is a lack of explicit Linux (or cross-platform) guidance or examples, which may leave Linux administrators without clear instructions for their environment.
Recommendations:
  • Add explicit instructions or references for both Windows and Linux environments where relevant, such as configuring VPN or ExpressRoute connections from on-premises Linux systems.
  • Include links to Azure documentation that covers cross-platform (Windows and Linux) connectivity setup.
  • If any command-line examples are added in the future, ensure parity by providing both PowerShell (Windows) and Bash/CLI (Linux) examples.
  • Clarify in the prerequisites or notes that the guidance applies to both Windows and Linux on-premises environments, or provide separate sections if steps differ.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/bitnami-appliances-deployment.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation demonstrates a Windows-first bias in the section on connecting to the VM, where it explicitly references RDP and links to Windows-specific connection instructions. The only example for connecting to the VM is via RDP, with no mention of SSH or Linux/macOS alternatives. Additionally, the link provided for connecting to a VM points to Windows instructions, reinforcing the Windows-centric approach.
Recommendations:
  • Provide parallel instructions for connecting to the VM using SSH, which is common for Linux and macOS users, alongside the RDP/Windows instructions.
  • Include a link to documentation on connecting to Linux VMs or using SSH clients on different platforms (Windows, Linux, macOS).
  • When referencing remote access, avoid assuming the user is on Windows; instead, present both RDP and SSH as options, or clarify which is appropriate for different guest OS types.
  • Ensure that all steps referencing tools or connection methods are platform-agnostic or offer alternatives for non-Windows users.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/deploy-traffic-manager-balance-workloads.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation exclusively references Microsoft IIS Servers as backend VMs and demonstrates verification steps using Windows-centric tools (IIS, vSphere Client, Azure portal). There are no examples or mentions of Linux-based backend servers (such as Apache or Nginx), nor are there any Linux command-line or management tool instructions. This creates a Windows-first impression and omits guidance for users deploying Linux workloads.
Recommendations:
  • Include examples of configuring Linux-based backend servers (e.g., Apache, Nginx) as pool members in the Application Gateway.
  • Provide verification steps using Linux tools (such as SSH, curl, or Linux VM screenshots) alongside or instead of IIS/Windows examples.
  • Explicitly mention that both Windows and Linux VMs are supported as backend pool members, and link to relevant Linux setup documentation.
  • Balance screenshots and walkthroughs to show both Windows and Linux environments where applicable.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/tutorial-configure-networking.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows Tools
Summary:
The documentation exclusively uses the Azure portal UI for all configuration steps and does not provide any command-line examples (such as Azure CLI, PowerShell, or Bash). While this avoids explicit Windows/Powershell bias, it also omits parity for Linux users who may prefer or require CLI-based instructions. Additionally, there is an implicit bias toward GUI-based workflows, which are more familiar to Windows users, and no mention of Linux tools or scripting approaches.
Recommendations:
  • Add Azure CLI examples for all major steps (creating virtual networks, gateways, ExpressRoute connections), as Azure CLI is cross-platform and widely used on Linux.
  • If PowerShell examples are added in the future, ensure equivalent Azure CLI/Bash examples are provided alongside.
  • Explicitly mention that all tasks can be performed using Azure CLI or ARM templates, and link to relevant documentation.
  • Include a section or callout for Linux/macOS users, highlighting cross-platform tools and approaches.
  • Consider providing downloadable sample scripts (in Bash/Azure CLI) for automating the configuration steps.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/azure-security-integration.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by providing a security rule example that specifically targets Windows server sign-in failures, without offering a comparable example for Linux systems. The language and examples focus on Windows event IDs and scenarios, and there are no Linux-specific queries, event types, or operational guidance. While the documentation mentions 'operating system' in a generic sense, practical steps and detection logic are Windows-centric.
Recommendations:
  • Include parallel examples for Linux VMs, such as a KQL query for failed SSH logins (e.g., using Syslog data).
  • When demonstrating security rules, provide both Windows and Linux scenarios to ensure parity.
  • Explicitly mention that Microsoft Defender for Cloud and Sentinel support both Windows and Linux, and link to documentation for Linux event monitoring.
  • Add screenshots or walkthroughs that show Linux VM onboarding and monitoring, not just Windows.
  • In the 'Create rules to identify security threats' section, add a Linux-focused example (e.g., detecting repeated failed sudo attempts or SSH brute force attacks).
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-vsan.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Windows First
Summary:
The documentation relies exclusively on PowerShell cmdlets and Azure portal UI steps, with no mention of equivalent Linux CLI tools or workflows. Windows terminology and tools are referenced first or exclusively, and there is a lack of Linux-specific examples or parity in operational guidance.
Recommendations:
  • Provide equivalent Linux command-line examples (e.g., using VMware's govc CLI or REST APIs) alongside PowerShell cmdlets.
  • Include instructions for performing these operations from Linux environments, not just via the Azure portal or PowerShell.
  • When listing prerequisites or VM requirements, present Linux and Windows information together and with equal prominence.
  • Reference cross-platform tools and workflows where possible, and avoid assuming the administrator is using Windows.
  • Add links to official VMware documentation for Linux-based management and automation of vSAN.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/arc-enable-guest-management.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation demonstrates a Windows bias by focusing exclusively on GUI-based steps via the Azure portal and VMware vSphere, which are more familiar to Windows users. There are no command-line examples for Linux environments, nor are Linux-native tools or workflows mentioned. The only CLI example provided uses Azure CLI, which is cross-platform, but there are no Linux-specific considerations or examples (e.g., shell scripts, Linux authentication nuances). VMware Tools is referenced, but no mention is made of open-vm-tools (the Linux equivalent).
Recommendations:
  • Add Linux-specific examples, such as enabling guest management or installing extensions via SSH or Linux shell commands.
  • Mention open-vm-tools as the Linux equivalent of VMware Tools and provide installation/verification steps for Linux VMs.
  • Include command-line instructions for both Windows (PowerShell) and Linux (Bash) environments where applicable.
  • Clarify any differences in prerequisites or workflows for Linux VMs, such as authentication or agent installation steps.
  • Ensure that screenshots or navigation steps are supplemented with CLI alternatives suitable for Linux users.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/backup-azure-vmware-solution-virtual-machines.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example Powershell Heavy
Summary:
The documentation is heavily oriented toward Windows environments. All instructions, screenshots, and procedures assume the use of Windows tools (e.g., Certificate Import Wizard, Windows Registry Editor, right-click context menus), and there are no examples or guidance for performing equivalent tasks on Linux systems. The process for enabling TLS, importing certificates, and managing the backup server is described exclusively with Windows-specific steps, with no mention of Linux alternatives or parity.
Recommendations:
  • Provide equivalent instructions for Linux environments, such as using OpenSSL or command-line tools to import certificates.
  • Include Linux-based examples for enabling TLS 1.2 and managing certificates (e.g., updating .NET Core settings, using update-ca-certificates, etc.).
  • Clarify whether Azure Backup Server is supported on Linux, and if not, explicitly state this early in the documentation.
  • If Azure Backup Server is Windows-only, suggest alternative backup solutions for Linux users or provide links to relevant documentation.
  • Add a section or callout that addresses cross-platform considerations and explicitly mentions any limitations or differences for Linux users.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/azure-vmware-solution-horizon.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation repeatedly references Windows environments and workloads (e.g., AD domain controllers, Windows desktops, RDS), and does not provide Linux-specific deployment examples or guidance. While Linux is mentioned as a supported guest OS, there are no Linux-focused instructions, examples, or parity in the deployment, sizing, or architecture sections. The documentation assumes a Windows-centric environment and omits Linux-specific considerations, tools, or best practices.
Recommendations:
  • Include explicit Linux deployment examples for Horizon on Azure VMware Solution, such as provisioning Linux desktops or application servers.
  • Add guidance on integrating Linux authentication (e.g., LDAP, Kerberos) alongside or instead of Active Directory.
  • Provide Linux-specific sizing recommendations and performance considerations, referencing the linked 'System Requirements For Horizon Agent for Linux' within the main text.
  • Mention and link to Linux management tools or scripts where appropriate, not just Windows/AD-centric tools.
  • Ensure that any references to domain controllers, user profiles, or application delivery include both Windows and Linux scenarios.
  • Add a section or callout for Linux administrators highlighting any differences, limitations, or best practices when deploying Horizon for Linux workloads.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-customer-managed-keys.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows First
Summary:
The documentation provides configuration steps and examples only for the Azure Portal (a web UI) and Azure CLI, with no mention of Linux-specific command-line environments or tools. While Azure CLI is cross-platform, the documentation does not clarify this or provide any Linux-specific guidance, troubleshooting, or considerations. Additionally, the structure and language (e.g., references to the Azure Portal and UI navigation) may be more familiar to Windows users, and there is no explicit assurance of parity or instructions for Linux users.
Recommendations:
  • Explicitly state that Azure CLI commands work on Windows, Linux, and macOS, and provide any necessary prerequisites or installation steps for Linux users.
  • Include example commands or troubleshooting notes relevant to common Linux shells (e.g., bash, zsh), such as variable syntax or command differences if any.
  • Add a section or note addressing Linux users, confirming that all steps are applicable and highlighting any OS-specific considerations (such as file paths, environment variables, or authentication methods).
  • Where UI navigation is described, clarify that the Azure Portal is web-based and platform-agnostic, to avoid the impression of a Windows-only workflow.
  • If any step has different behavior or requirements on Linux (e.g., handling of environment variables, use of tr or other utilities), provide explicit Linux examples or caveats.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-external-identity-source-nsx-t.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation page demonstrates a strong Windows bias by exclusively referencing Windows Server Active Directory as the LDAP provider, requiring Windows Server domain controllers and certificates, and omitting any examples or guidance for integrating with Linux-based LDAP servers (such as OpenLDAP). All prerequisites, instructions, and screenshots are centered on Windows environments, with no mention of Linux alternatives or parity.
Recommendations:
  • Include examples and instructions for integrating NSX with Linux-based LDAP servers, such as OpenLDAP, alongside Windows Server Active Directory.
  • Update prerequisites to mention that any standards-compliant LDAP server (not just Windows Server) can be used, and provide guidance for Linux-based deployments.
  • Add screenshots or configuration steps that demonstrate connecting to a Linux LDAP server.
  • Reference Linux-based certificate authorities (e.g., OpenSSL, FreeIPA) as alternatives for issuing LDAPS certificates.
  • Ensure terminology and examples are platform-neutral where possible, and only specify Windows-specific steps when absolutely necessary.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-vsan-esa.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Windows First Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by exclusively referencing PowerShell cmdlets (e.g., Set-vSANDataInTransitEncryption), using Azure portal workflows that assume a Windows-centric environment, and mentioning Windows Server Failover Clusters as a supported feature without equivalent Linux clustering references. There are no Linux CLI or shell examples, nor are Linux tools or workflows mentioned for managing vSAN ESA features.
Recommendations:
  • Provide equivalent Linux command-line examples (e.g., using VMware's govc CLI, or REST API calls via curl) for all PowerShell cmdlets.
  • Include instructions for managing vSAN ESA features from Linux or cross-platform environments, such as using the vSphere API or SDKs (Python, Go, etc.).
  • Mention Linux clustering solutions (e.g., Pacemaker, Corosync) in the context of guest cluster support, if applicable.
  • Clarify that the documented procedures can be performed from non-Windows environments where possible, or note any limitations.
  • Add explicit notes or sections for Linux administrators to ensure parity and inclusivity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/deploy-vmware-cloud-director-availability-in-azure-vmware-solution.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows Tools Missing Linux Example Windows First
Summary:
The documentation demonstrates a Windows/Azure-centric bias by exclusively referencing Azure portal and Azure Run commands for deployment and management, with no mention of Linux-based tools, CLI, or cross-platform alternatives. All operational instructions assume use of the Azure portal and its Run command feature, which is typically accessed via a browser on Windows or via PowerShell. There are no examples or guidance for Linux users or those preferring CLI-based or non-portal workflows.
Recommendations:
  • Provide equivalent instructions for deploying and managing VMware Cloud Director Availability using cross-platform tools such as Azure CLI and PowerShell Core (which runs on Linux, macOS, and Windows).
  • Include explicit Linux-based examples or workflows, such as using Azure CLI on Linux to invoke Run commands or manage resources.
  • Mention and document any prerequisites or differences for users operating from Linux or macOS environments, including authentication, tooling, and access methods.
  • If Run commands can be triggered via REST API or CLI, provide sample commands for those interfaces.
  • Ensure screenshots and UI references are supplemented with command-line alternatives for parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-dns-azure-vmware-solution.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by providing only PowerShell (PowerCLI) examples for verifying DNS resolution, with no equivalent Linux or cross-platform CLI examples. The use of PowerShell cmdlets is presented as the sole method for interacting with the NSX-T DNS Forwarder Service, and there is no mention of Linux-native tools or instructions for users on non-Windows platforms.
Recommendations:
  • Add equivalent Linux/Unix command-line examples (e.g., using curl, wget, or direct API calls with tools like curl or httpie) for interacting with the NSX-T Policy API.
  • Provide nslookup or dig command examples that can be run from a Linux shell to verify DNS resolution, especially since the raw output shown is from DiG on Ubuntu.
  • Mention and document how to use cross-platform tools (such as Python scripts or REST API calls) to perform the same verification steps.
  • Reorganize sections so that platform-agnostic or Linux examples are presented alongside or before Windows/PowerShell examples to ensure parity.
  • Explicitly state that PowerCLI is a Windows-centric tool and provide guidance for users on macOS and Linux.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/fix-deployment-failures.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation exclusively describes how to gather information and file a support request using the Azure portal's graphical interface, which is most commonly accessed from Windows environments. There are no examples or instructions for performing these tasks using cross-platform tools such as Azure CLI, PowerShell, or REST APIs, nor is there mention of Linux or macOS workflows. This may disadvantage users who prefer or require command-line or non-Windows approaches.
Recommendations:
  • Add equivalent instructions and examples for gathering correlation IDs, error messages, and ExpressRoute IDs using Azure CLI and/or REST API, which are cross-platform and work on Linux, macOS, and Windows.
  • Explicitly mention that the Azure portal can be accessed from any modern browser on any OS, to clarify platform neutrality.
  • If PowerShell examples are provided in the future, ensure Azure CLI or REST API equivalents are also included.
  • Include a section or note for users who may be automating support data collection from Linux or macOS environments.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/native-dns-forward-lookup-zone.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example
Summary:
The documentation does not provide any OS-specific examples or commands, but it implicitly assumes the use of generic DNS server management without mentioning or providing examples for either Windows (such as Windows Server DNS or PowerShell) or Linux (such as BIND or Linux CLI tools). However, it does reference 'on-premises DNS server' and 'conditional forwarder'—terms commonly associated with Windows DNS—but does not clarify or provide parity for Linux-based DNS solutions. There are no explicit Windows-only tools or commands, but the lack of Linux-specific guidance or examples constitutes a subtle bias.
Recommendations:
  • Explicitly mention both Windows and Linux DNS server options when referring to on-premises DNS servers (e.g., Windows Server DNS, BIND, dnsmasq).
  • Provide example configurations or links for setting up conditional forwarders in both Windows DNS Manager and popular Linux DNS servers (such as BIND).
  • Clarify that the guidance applies to both Windows and Linux environments, and add OS-agnostic or dual-platform instructions where possible.
  • Include sample commands or configuration snippets for Linux-based DNS servers to ensure parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/sql-server-hybrid-benefit.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation page, while mentioning Linux in the title and description, focuses almost exclusively on Windows Server and SQL Server scenarios. All detailed examples, licensing explanations, and next steps are centered on Microsoft technologies, with no concrete examples, migration paths, or configuration guidance for Linux subscriptions. Linux is only referenced in passing, with no actionable content or parity in guidance.
Recommendations:
  • Add concrete examples and step-by-step instructions for applying Azure Hybrid Benefit to Linux subscriptions, including supported Linux distributions and scenarios.
  • Include Linux-specific migration guides and next steps, similar to the SQL Server and Windows Server sections.
  • Provide parity in technical depth for Linux, such as licensing requirements, supported workloads, and configuration steps.
  • Ensure that Linux tools and patterns are mentioned alongside Windows tools, not just in the introduction or as an afterthought.
  • Consider restructuring the documentation to give equal prominence to Linux use cases, rather than focusing almost exclusively on Windows/SQL Server.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/integrate-azure-native-services.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Powershell Heavy Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by prioritizing Windows-centric tools, terminology, and examples. Windows-specific monitoring targets (registry, files, Microsoft services) are mentioned before Linux equivalents, and there is a lack of Linux-specific operational guidance. The only Linux-specific instruction is a workaround for sudo prompts, with no deeper Linux integration or troubleshooting examples. No Linux command-line or configuration examples are provided, and the documentation assumes familiarity with Windows patterns and tools.
Recommendations:
  • Provide Linux-specific examples for monitoring and extension installation, such as sample commands for installing the Log Analytics agent on Linux VMs.
  • Include Linux monitoring targets (e.g., systemd services, log files) alongside Windows registry and services, and mention them with equal prominence.
  • Offer troubleshooting steps and operational guidance for both Windows and Linux VMs, including common issues and solutions.
  • Balance the order of presentation so that Linux and Windows are treated equally, rather than listing Windows tools and patterns first.
  • Add references to Linux documentation and best practices for integrating with Azure native services.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/install-cloud-backup-virtual-machines.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows Tools
Summary:
The documentation exclusively describes installation and management using the Azure portal, VMware vSphere client, and 'Run command' features, all of which are GUI-based or Windows-centric enterprise tools. There are no CLI examples, scripts, or instructions for Linux environments, nor is there mention of Linux-based automation or management approaches. The documentation assumes use of Windows-style workflows and tools, omitting Linux-native alternatives.
Recommendations:
  • Provide equivalent CLI instructions for Linux users, such as using Azure CLI or PowerShell Core (cross-platform) for automation.
  • Include examples or references for managing the backup solution via SSH, shell scripts, or REST APIs that can be run from Linux systems.
  • Clarify whether the 'Run command' and vSphere client steps can be performed from non-Windows platforms, and if so, provide explicit instructions.
  • Add a section or callout for Linux administrators, highlighting any differences or additional steps required when operating from Linux environments.
  • If possible, provide sample automation scripts (Bash, Python, etc.) for installation, upgrade, and backup tasks.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/netapp-files-with-azure-vmware-solution.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation mentions both Linux and Windows VMs as prerequisites and references both SMB (Windows) and NFS (Linux) protocols. However, when describing how to mount shares, it provides more detail and context for SMB/Windows (e.g., Active Directory setup) and only briefly mentions that NFS can be mounted on Linux using command lines or /etc/fstab, without providing explicit Linux command examples. There are no concrete Linux (mount) or Windows (map network drive) command examples, but the SMB/Windows workflow is described in more detail and appears first in the share mapping section.
Recommendations:
  • Add explicit Linux command-line examples for mounting NFS shares (e.g., mount -t nfs ... or /etc/fstab entry).
  • Provide parity by including Windows command-line or GUI steps for mapping SMB shares, if not already present.
  • Present Linux and Windows instructions side-by-side or in parallel sections, rather than listing Windows/SMB first.
  • Ensure both Linux and Windows tools, commands, and workflows are described with equal detail and prominence.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/using-run-command.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Missing Linux Example Windows Tools
Summary:
The documentation page demonstrates a Windows bias by exclusively referencing PowerShell cmdlets as the mechanism for Run Command operations, with no mention of Linux shell, Bash, or cross-platform scripting alternatives. All operational examples and terminology are centered around PowerShell and Windows-centric tools, with no Linux or macOS parity or guidance.
Recommendations:
  • Include examples of using Run Command with Bash or shell scripts for Linux administrators, if supported.
  • Clarify whether Run Command supports only PowerShell or if cross-platform scripting (e.g., Bash, Python) is possible, and document accordingly.
  • If PowerShell is required, mention that PowerShell Core is cross-platform and provide guidance for Linux/macOS users on how to use it.
  • Add explicit notes or sections for Linux/macOS users, including prerequisites and usage patterns relevant to those environments.
  • Where possible, provide equivalent command-line examples for both Windows (PowerShell) and Linux (Bash/shell) to ensure parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/remove-arc-enabled-azure-vmware-solution-vsphere-resources-from-azure.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools
Summary:
The documentation demonstrates a mild Windows bias by listing Windows uninstall instructions before Linux, using Windows GUI tools (Control Panel) for agent removal, and referencing Windows-specific folder paths. While Linux instructions are present and reasonably detailed, the ordering and prominence of Windows tools and patterns suggest a Windows-centric approach.
Recommendations:
  • Alternate the order of Windows and Linux instructions, or present them in parallel (side-by-side tabs or sections) to avoid implying priority.
  • For uninstall steps, provide CLI-based instructions for Windows (e.g., using PowerShell or command prompt) in addition to GUI steps, to match the CLI focus of Linux instructions.
  • Avoid referencing Windows-specific folder paths or tools (like Control Panel) without providing Linux equivalents or context.
  • Where possible, generalize instructions or explicitly state that steps apply to both Windows and Linux, only diverging where necessary.
  • Consider adding a summary table comparing Windows and Linux steps for quick reference.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/architecture-api-management.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by referencing PowerShell and the Azure portal as primary automation and management tools, without mentioning or providing examples for Linux-based tools (such as Azure CLI or Bash scripting). The language and examples assume a Windows-centric workflow, and there are no Linux-specific instructions or parity in tool recommendations.
Recommendations:
  • Include Azure CLI and Bash examples alongside or before PowerShell examples for managing API Management resources.
  • Explicitly mention cross-platform tools (e.g., Azure CLI, REST API) as alternatives to PowerShell and the Azure portal.
  • Add guidance or links for Linux users on how to perform equivalent management and automation tasks.
  • Review diagrams and workflow descriptions to ensure they do not implicitly assume a Windows environment or toolset.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/arc-enable-guest-management.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation demonstrates a Windows bias by focusing exclusively on Azure portal and VMware vSphere UI workflows, which are typically more familiar to Windows administrators. There are no Linux-specific examples, command-line workflows (other than Azure CLI), or mentions of Linux guest management tools or patterns. The prerequisites and instructions assume VMware Tools (commonly associated with Windows VMs) and do not mention open-vm-tools or Linux-specific considerations.
Recommendations:
  • Include explicit Linux guest management examples, such as using open-vm-tools for Linux VMs.
  • Add command-line workflows for enabling guest management on Linux VMs, possibly referencing shell scripts or Linux CLI tools.
  • Mention Linux-specific requirements or troubleshooting steps, such as ensuring open-vm-tools is installed and running on Linux guests.
  • Provide parity in examples and screenshots for both Windows and Linux guest operating systems.
  • Clarify that the instructions apply to both Windows and Linux VMs, and highlight any differences in the process.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/architecture-hub-and-spoke.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation demonstrates a Windows-first bias, particularly in the 'Jump box and Azure Bastion' section, where only Windows 10 or Windows Server VMs are mentioned as jump boxes, with no mention of Linux alternatives. There are no Linux-specific examples or guidance, and the documentation assumes Windows-based infrastructure for identity (Active Directory) and DNS, without referencing Linux-compatible solutions.
Recommendations:
  • In the 'Jump box and Azure Bastion' section, explicitly mention that the jump box can be a Linux VM as well, and provide guidance or examples for both Windows and Linux jump boxes.
  • When discussing identity and DNS, reference Linux-compatible solutions (e.g., Samba for AD-compatible domains, BIND for DNS) or clarify that non-Windows environments are supported.
  • Wherever VM examples are given, provide both Windows and Linux options, or use neutral language (e.g., 'a Windows or Linux VM').
  • Add examples or notes for SSH access (for Linux) alongside RDP (for Windows) in remote access scenarios.
  • Ensure that all tooling and procedures described are applicable to both Windows and Linux environments, or clearly state any limitations.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/backup-azure-vmware-solution-virtual-machines.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation is heavily Windows-centric, assuming Azure Backup Server is running on Windows. All instructions, screenshots, and procedures reference Windows UI elements, Windows tools (such as the Certificate Import Wizard and registry editing via .reg files), and Windows-specific recovery options. There are no Linux equivalents or alternative instructions for non-Windows environments, and the only individual file restore option is for Windows Server VMs.
Recommendations:
  • Provide equivalent instructions for Linux-based environments, if supported (e.g., importing certificates using Linux tools like openssl or update-ca-certificates).
  • Include command-line examples for certificate management and TLS configuration on Linux, if Azure Backup Server supports Linux.
  • Clarify early in the documentation whether Azure Backup Server is only available on Windows, and if so, suggest alternative backup solutions for Linux users.
  • If individual file restore is only available for Windows VMs, explicitly state this limitation and suggest workarounds or alternative tools for Linux VMs.
  • Where possible, use cross-platform terminology and avoid assuming the user is on Windows (e.g., avoid exclusive use of Windows UI screenshots and registry edits).
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/azure-vmware-solution-known-issues.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows Tools Missing Linux Example
Summary:
The documentation page primarily references the use of Azure VMware Solution Run command (e.g., Set-Tools-Repo) for remediating VMware Tools vulnerabilities, but does not specify whether this command is cross-platform or provide Linux-specific alternatives. Additionally, the only explicit mention of VMware Tools remediation is for Windows ("VMware Tools for Windows update"), with no mention of Linux guest tools or procedures. There are no PowerShell-heavy examples or overt Windows-first ordering, but Linux parity is lacking in the examples and remediation steps.
Recommendations:
  • Explicitly clarify whether the Azure VMware Solution Run command (e.g., Set-Tools-Repo) applies to both Windows and Linux VMs, or provide separate instructions for each platform.
  • Include remediation steps for Linux guests where VMware Tools updates are required, referencing the appropriate Linux packages or update mechanisms.
  • Where issues or vulnerabilities affect both Windows and Linux, ensure both are mentioned in the workaround/resolution columns.
  • If using platform-specific tooling or commands, provide equivalent Linux commands or procedures alongside Windows examples.
  • Review all guest OS-related issues to ensure Linux users are not excluded from guidance or support information.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/azure-security-integration.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation demonstrates a Windows-first bias, particularly in the example for creating a security analytics rule, which exclusively references Windows server sign-in failures. There are no equivalent examples or explicit instructions for Linux VMs or Linux-specific security events, despite the cross-platform nature of Azure VMware Solution environments.
Recommendations:
  • Include parallel Linux-focused examples, such as detecting failed SSH login attempts, alongside Windows examples in the 'Create rules to identify security threats' section.
  • Explicitly mention that Microsoft Defender for Cloud and Microsoft Sentinel support both Windows and Linux VMs, and provide links to documentation for Linux integration and supported event types.
  • Where scripts are generated or run, clarify if both Windows and Linux scripts are available, and provide example commands for both platforms.
  • In all sections referencing operating systems, ensure Linux is mentioned with equal prominence to Windows.
  • Add screenshots or walkthroughs that demonstrate Linux VM onboarding and monitoring, not just Windows-centric scenarios.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/bitnami-appliances-deployment.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation demonstrates a Windows bias primarily in the instructions for accessing the VM, where it references connecting via RDP and links to a Windows-specific guide. The connection example and guidance are Windows-centric, and there is no mention of Linux or cross-platform alternatives (such as SSH or using a Linux/macOS terminal) for accessing the VM. However, subsequent steps for configuring the appliance use Linux commands.
Recommendations:
  • Provide parallel instructions for connecting to the VM from Linux/macOS systems, such as using SSH from a terminal.
  • Include links to cross-platform or Linux/macOS-specific documentation for connecting to Azure VMs.
  • When referencing remote access methods, mention both RDP (for Windows) and SSH (for Linux/macOS) where appropriate.
  • Ensure that all steps that involve accessing or managing VMs are inclusive of both Windows and Linux user workflows.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-customer-managed-keys.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows First
Summary:
The documentation provides configuration steps and examples only for the Azure Portal (a web GUI) and the Azure CLI, with no mention of Linux-specific tools or shell environments. While Azure CLI is cross-platform, all CLI examples use Bash-style syntax (e.g., variable assignment with $()), which is not native to Windows Command Prompt or PowerShell. However, there are no PowerShell examples, and the documentation does not explicitly address Linux users or provide Linux-specific guidance. The 'Portal' instructions implicitly assume a GUI environment, which is more common on Windows. There is also no mention of Linux command-line environments or alternative tools (e.g., Azure CLI on Linux, Cloud Shell, etc.), and no explicit validation that the steps are tested or applicable on Linux.
Recommendations:
  • Explicitly state that Azure CLI commands are cross-platform and provide any necessary notes for running them on Linux, macOS, and Windows (e.g., differences in variable assignment syntax).
  • Add PowerShell examples for Windows users and Bash examples for Linux/macOS users, or clarify that the provided CLI examples use Bash syntax.
  • Mention and link to Azure Cloud Shell as a cross-platform, browser-based CLI option.
  • Include a note or section confirming that all steps and tools are supported and tested on both Windows and Linux environments.
  • Where GUI steps are described, clarify that the Azure Portal is accessible from any OS with a web browser.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-external-identity-source-nsx-t.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation page demonstrates a strong Windows bias by exclusively referencing Windows Server Active Directory as the LDAP provider, requiring Windows Server domain controllers and certificates, and omitting any examples or guidance for integrating with Linux-based LDAP servers (such as OpenLDAP). All terminology, prerequisites, and screenshots are centered around Windows environments, with no mention of Linux tools, patterns, or alternative directory services.
Recommendations:
  • Add parallel instructions and examples for configuring NSX with a Linux-based LDAP server such as OpenLDAP, including any necessary differences in configuration, certificate management, and user/group mapping.
  • Update prerequisites to mention that any LDAP-compliant directory (including Linux-based solutions) can be used, and provide links or references to relevant Linux documentation.
  • Include screenshots or command-line examples for Linux environments where applicable, such as generating certificates with OpenSSL or configuring OpenLDAP.
  • Clarify in notes or callouts that while Windows Server Active Directory is common, other LDAP servers are fully supported, and provide troubleshooting tips for non-Windows environments.
  • Balance the language throughout the documentation to avoid implying that Windows Server Active Directory is the only or default option.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-dns-azure-vmware-solution.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation provides detailed PowerCLI (PowerShell-based) instructions for verifying DNS resolution, with no equivalent Linux or cross-platform CLI examples. All command-line verification is shown using PowerShell cmdlets, and there are no references to Linux-native tools or workflows. This creates a bias toward Windows environments and users familiar with PowerShell.
Recommendations:
  • Add equivalent Linux/Unix command-line examples for DNS verification, such as using nslookup or dig directly from a Linux shell.
  • Include instructions or examples for using REST API calls (e.g., via curl) to interact with the NSX-T Policy API, which would be platform-agnostic.
  • Mention and demonstrate how to perform DNS resolution checks from Linux-based VMs within the workload segments, using standard Linux tools.
  • Reorder or supplement the verification section so that Linux and Windows methods are presented with equal prominence.
  • Clarify that PowerCLI is not required for DNS verification and provide alternatives for users on non-Windows platforms.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-identity-source-vcenter.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation is heavily biased toward Windows environments, specifically Windows Server Active Directory. All examples, procedures, and screenshots assume the use of Windows tools (MMC, Windows certificate store, Windows domain controllers), and there are no examples or guidance for integrating non-Windows LDAP servers (such as OpenLDAP) or for performing tasks from Linux-based systems. The documentation does not mention or provide parity for Linux LDAP servers, tools, or workflows.
Recommendations:
  • Add explicit guidance and examples for integrating non-Windows LDAP servers (e.g., OpenLDAP, FreeIPA) as external identity sources for vCenter Server.
  • Include Linux-based procedures for exporting and managing LDAPS certificates (e.g., using openssl or certutil on Linux) alongside the Windows MMC-based instructions.
  • Provide example configurations and screenshots for Linux LDAP environments where applicable.
  • Clarify in the introduction and prerequisites that non-Windows LDAP sources are supported, and link to relevant documentation for those scenarios.
  • Ensure that terminology and instructions are not exclusively tied to Windows (e.g., avoid only referencing NetBIOS names or Windows-specific credential formats).
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-vmware-cloud-director-service-azure-vmware-solution.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by exclusively referencing the Azure portal (a web-based management tool primarily associated with Windows-centric workflows) for credential management and configuration steps. There are no examples or instructions for performing equivalent tasks using Linux tools, command-line interfaces, or automation scripts (such as Azure CLI, PowerShell Core on Linux, or REST APIs). The documentation assumes a GUI-based, portal-driven workflow, which is more common in Windows environments, and omits any mention of Linux-based management or automation options.
Recommendations:
  • Include equivalent instructions for managing credentials, deploying OVAs, and configuring NSX/vCenter using command-line tools such as Azure CLI, VMware CLI tools (govc, ovftool), or REST APIs that are cross-platform.
  • Provide examples for downloading and transferring OVA files using Linux commands (e.g., wget, scp) in addition to or instead of GUI-based steps.
  • Mention and document how to perform key steps (such as enabling SSH, configuring static IPs, or managing firewall rules) using Linux shell commands or scripts.
  • Clarify that all steps can be performed from Linux, macOS, or Windows environments, and provide any OS-specific prerequisites or considerations.
  • Where screenshots are used, consider including CLI output or terminal screenshots from Linux environments to balance the visual representation.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-storage-policy.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation exclusively uses PowerShell-style cmdlets (e.g., Get-StoragePolicy, Set-VMStoragePolicy) and the Azure portal 'Run command' interface, both of which are Windows-centric. There are no examples or instructions for performing these operations via Linux command-line tools, REST APIs, or cross-platform automation frameworks. The documentation assumes the use of Windows tools and patterns throughout, with no mention of Linux or cross-platform alternatives.
Recommendations:
  • Provide equivalent examples using cross-platform tools such as Azure CLI, REST API, or PowerCLI on Linux/macOS.
  • Explicitly mention whether the 'Run command' interface is accessible from non-Windows environments, and provide instructions if so.
  • Include bash or shell script examples where possible, or clarify if only Windows/PowerShell is supported.
  • Add a section or note addressing Linux/macOS users and guiding them to appropriate tools or interfaces.
  • Where screenshots are shown, consider including examples from non-Windows environments if available.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-virtual-trusted-platform-module.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation page demonstrates a Windows bias by emphasizing Windows-specific security features (such as BitLocker and credential protection), mentioning Windows operating systems and tools before Linux, and omitting Linux-specific examples or guidance for using vTPM. While Linux is listed as a supported guest OS, there are no Linux-focused instructions or references to Linux security tooling or workflows.
Recommendations:
  • Include Linux-specific examples for configuring and using vTPM, such as enabling disk encryption with LUKS or using Linux attestation tools.
  • Mention Linux security features (e.g., Secure Boot with shim/grub, TPM-backed disk encryption, measured boot) alongside Windows features like BitLocker.
  • Provide parity in documentation by showing how vTPM benefits both Windows and Linux VMs, including references to Linux documentation or community best practices.
  • Avoid language that implies Windows is the primary or only use case (e.g., 'prevents malware from running on windows system'), and instead use OS-neutral phrasing or explicitly mention both Windows and Linux.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-vsan-esa.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Missing Linux Example Windows First
Summary:
The documentation page demonstrates a Windows bias by exclusively referencing PowerShell cmdlets (e.g., Set-vSANDataInTransitEncryption), using Windows-centric terminology (e.g., Run command, Packages), and mentioning Windows Server Failover Clusters as a supported feature. There are no Linux or cross-platform command-line examples, nor are Linux tools or workflows mentioned. The documentation assumes the user is operating from a Windows environment, with no guidance for Linux or macOS users.
Recommendations:
  • Provide equivalent command-line examples for Linux (e.g., using VMware's CLI tools such as govc, or REST API calls via curl).
  • Mention and document how to perform the same operations from non-Windows environments, including macOS and Linux.
  • Clarify if the 'Run command' feature is accessible via cross-platform tools or only through the Azure Portal/PowerShell.
  • Include references to Linux-supported features or guest OS requirements, not just Windows (e.g., mention Linux guest support for TRIM/UNMAP).
  • Balance the mention of Windows Server Failover Clusters with information about clustering support for Linux-based workloads.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-vsan.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example Windows Tools
Summary:
The documentation page demonstrates a Windows bias by exclusively using PowerShell cmdlets for all configuration tasks, referencing Windows VM hardware requirements before Linux, and omitting any Linux-native command-line or tool examples. The workflow assumes use of the Azure portal and Windows-centric tools, with no mention of Linux shell equivalents or cross-platform automation options.
Recommendations:
  • Provide equivalent Linux shell (bash/CLI) commands or scripts for each configuration task, where possible.
  • Mention and document cross-platform tools (such as VMware's govc CLI or REST APIs) that can be used from Linux environments.
  • When listing VM prerequisites, alternate or parallelize the order of Windows and Linux requirements to avoid always listing Windows first.
  • Clarify whether the cmdlets and portal workflows are accessible from Linux or require Windows, and provide alternatives if needed.
  • Include examples or links for automating these tasks from Linux-based CI/CD pipelines or management hosts.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/deploy-arc-for-azure-vmware-solution.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools
Summary:
The documentation provides both Windows (PowerShell) and Linux (bash) examples for running the installation scripts, but the Windows example is presented first and includes more detailed instructions (such as bypassing execution policy). Additionally, Windows-style paths (e.g., C:\Users\sampleUser.sslProxy.crt) are used in JSON examples for proxy configuration, and there is a general tendency to mention Windows Server and SQL Server as primary use cases. There are no missing Linux examples, but the documentation subtly prioritizes Windows patterns and tools.
Recommendations:
  • Alternate the order of Windows and Linux examples or present them side-by-side to avoid implicit prioritization.
  • Use platform-agnostic file path examples in JSON snippets (e.g., /home/sampleUser/sslProxy.crt for Linux, or use placeholders).
  • Explicitly state that both Windows and Linux management VMs are equally supported, and provide parity in troubleshooting and configuration details.
  • Where possible, avoid Windows-specific terminology or provide equivalent Linux instructions (e.g., mention chmod and bash for Linux alongside Set-ExecutionPolicy for Windows).
  • Highlight Linux-based use cases (e.g., Linux VMs, Linux management hosts) in the benefits and deployment considerations sections.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/deploy-azure-vmware-solution.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by referencing only Windows virtual machines for validation steps and linking exclusively to Windows VM creation guides. There are no examples or instructions for performing these tasks using Linux VMs, nor are there references to Linux-specific tools or workflows.
Recommendations:
  • Include parallel instructions and links for creating and using Linux virtual machines in the validation steps.
  • Provide examples or screenshots that demonstrate the process on both Windows and Linux VMs.
  • Reference both Windows and Linux documentation where applicable, ensuring equal visibility.
  • Clarify that either Windows or Linux VMs can be used for network validation and management tasks.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/deploy-disaster-recovery-using-jetstream.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Missing Linux Example Windows Tools
Summary:
The documentation demonstrates a strong Windows/Azure-centric bias. All operational examples and automation steps are presented using Azure Run Command and PowerShell/cmdlet syntax, with no mention of Linux CLI, shell scripts, or cross-platform alternatives. The documentation assumes use of the Azure portal and Windows-style automation, omitting any Linux-native or cross-platform command-line instructions. There are no examples or guidance for users who may wish to automate or interact with JetStream DR from Linux environments.
Recommendations:
  • Provide equivalent Linux shell (bash) or cross-platform CLI examples for all installation, configuration, and management steps, especially for JetStream DR deployment and management.
  • Document how to perform JetStream DR operations using REST APIs, if available, or via the vSphere CLI, to support automation from Linux or non-Windows environments.
  • Clarify whether the Azure Run Command and cmdlets can be invoked from Linux systems (e.g., via Azure CLI or REST), and provide explicit instructions for doing so.
  • Include references or links to JetStream DR documentation that covers Linux-based deployment and management, if available.
  • Add a section addressing cross-platform automation and scripting, highlighting any differences or requirements for Linux users.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/deploy-traffic-manager-balance-workloads.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation demonstrates a Windows bias by exclusively referencing Microsoft IIS Servers as backend VMs, omitting any mention of Linux-based alternatives (such as Apache or Nginx). All backend pool examples and screenshots focus on IIS and Windows-centric tools. There are no Linux-specific instructions, examples, or validation steps, and the only server OS referenced is Windows. This may give the impression that only Windows workloads are supported or recommended.
Recommendations:
  • Include examples using Linux-based web servers (e.g., Apache, Nginx) as backend pool members alongside IIS.
  • Explicitly state that both Windows and Linux VMs are supported as backend pool members in Azure VMware Solution.
  • Provide screenshots or command-line examples (e.g., using curl or wget) for verifying endpoints from Linux hosts, not just browser-based validation.
  • Mention Linux administration tools or validation steps (such as using SSH to connect to Linux VMs) where appropriate.
  • Balance references to Windows and Linux in both prerequisites and step-by-step instructions to ensure parity and inclusivity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/deploy-vmware-cloud-director-availability-in-azure-vmware-solution.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows Tools Missing Linux Example
Summary:
The documentation is heavily oriented around Azure portal 'Run commands' for deployment and management, which are specific to the Azure VMware Solution environment and do not reference or provide examples for Linux-based or cross-platform CLI tools. There are no Linux shell, bash, or cross-platform PowerCLI/CLI examples, nor is there mention of how to perform these tasks outside of the Azure portal or Windows-centric workflows.
Recommendations:
  • Include equivalent Linux-based deployment and management instructions, such as using PowerCLI on Linux, or relevant shell/CLI commands.
  • Document how to deploy and manage VMware Cloud Director Availability appliances using standard VMware tools (e.g., ovftool, vSphere CLI) that are available on Linux.
  • Provide guidance or links for performing these operations outside of the Azure portal, for customers who may automate or script deployments from Linux environments.
  • Clarify whether the 'Run commands' can be invoked via cross-platform Azure CLI or REST API, and provide Linux-compatible examples if so.
  • Add a section comparing Windows and Linux approaches, or explicitly state platform requirements and alternatives.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/deploy-zerto-disaster-recovery.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows Tools Windows First
Summary:
The documentation displays a mild Windows bias by highlighting the Zerto Cloud Appliance (ZCA) as a Windows-only VM and describing its Windows-based components (ZVM and VRA) in detail. The ZCA is presented as essential for certain scenarios, and its Windows nature is explicitly called out. While Linux is mentioned for other Zerto components (ZVMA, vRA), there are no Linux-based alternatives or parity for the ZCA functionality. Additionally, the documentation describes the Windows-based ZCA before discussing the Linux-based ZVMA and vRA in the architecture table, giving Windows tools a prominent position.
Recommendations:
  • If Linux-based alternatives for ZCA exist, mention them and provide equivalent instructions.
  • If ZCA must be Windows-only, clarify why and provide guidance for Linux users (e.g., how to interact with ZCA from Linux environments).
  • Ensure that examples, screenshots, and instructions are balanced between Windows and Linux where possible.
  • Consider reordering the architecture table to avoid giving Windows tools undue prominence, or explicitly state the OS requirements for each component in a neutral manner.
  • Where only Windows tools are available, acknowledge the limitation and suggest workarounds or future plans for Linux parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/enable-vmware-cds-with-azure.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows First
Summary:
The documentation provides detailed instructions for configuring VPN and network connectivity between VMware Cloud Director service and Azure VMware Solution, but all operational examples and verification steps assume the use of the Azure Portal and Azure VMs, with no mention of Linux-specific tools or command-line alternatives. Verification steps (e.g., 'ping' from Azure VM) implicitly assume Windows environments, and there are no CLI or Linux-native instructions for tasks such as VPN verification, firewall configuration, or connectivity testing. There is also no mention of PowerShell, but the absence of Linux/CLI parity and the focus on Azure Portal workflows indicate a Windows/Azure-centric bias.
Recommendations:
  • Include Linux-based examples for verifying connectivity (e.g., using SSH and ping from a Linux VM, or using Linux CLI tools to test VPN status).
  • Provide Azure CLI and/or ARM template instructions alongside Azure Portal steps for resource creation and configuration.
  • Explicitly mention that both Windows and Linux VMs can be used for connectivity tests, and provide sample commands for both environments.
  • Where possible, include cross-platform guidance for firewall and NAT configuration, such as using REST APIs or CLI tools.
  • Add notes or links to documentation for performing equivalent tasks on Linux-based systems or using automation tools.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/install-cloud-backup-virtual-machines.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation is heavily oriented toward Windows-centric workflows and tools, specifically the Azure portal and VMware vSphere client interfaces, with no mention of Linux command-line alternatives or parity. All operational steps (installation, upgrade, uninstall, password reset) are described using GUI-based or Windows-style 'Run command' workflows, and there are no CLI or automation examples for Linux users. The documentation assumes the use of Windows-based management tools and does not address Linux-based administration or scripting.
Recommendations:
  • Provide equivalent Linux CLI examples for installation, upgrade, and uninstallation (e.g., using Azure CLI, PowerShell Core on Linux, or REST API calls).
  • Document how to perform these operations via automation or scripting for Linux administrators.
  • Clarify whether the 'Run command' functionality is accessible via cross-platform tools (e.g., Azure CLI, REST API) and provide usage examples.
  • Include notes or sections for Linux users, outlining any prerequisites or differences in workflow.
  • Ensure parity in screenshots and instructions for both Windows and Linux environments where applicable.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/integrate-azure-native-services.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation provides a general overview of Azure native monitoring for VMs but tends to mention Windows-specific features (e.g., Windows registry and files) before Linux equivalents and lacks concrete Linux command examples. While Linux is referenced, especially in the context of agent support and sudo configuration, there are no detailed Linux monitoring or management examples, and Windows-centric terminology is more prominent.
Recommendations:
  • Provide explicit Linux examples alongside Windows ones, such as sample commands for installing and configuring the Log Analytics agent on Linux VMs.
  • When describing what the Log Analytics agent monitors, list Linux features (e.g., daemons, syslog, systemd) before or alongside Windows features (e.g., registry, services).
  • Include screenshots or walkthroughs for both Windows and Linux VM extension installation and configuration.
  • Clarify any differences in capabilities or requirements between Windows and Linux VMs in Azure VMware Solution.
  • Add troubleshooting tips or common issues for Linux VMs, similar to any provided for Windows.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/logs-via-logic-app.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First
Summary:
The documentation exhibits a subtle Windows bias by referencing the 'default Windows plan' (Workflow Standard WS1) as the primary hosting option for Azure Logic Apps, including its Windows-centric specifications (ACU, memory, vCPU). There are no explicit PowerShell commands, Windows-only tools, or examples, but the mention of the Windows plan occurs without mention of Linux-based hosting options or parity.
Recommendations:
  • Explicitly mention both Windows and Linux hosting plans for Azure Logic Apps, including their specifications and suitability for this workflow.
  • Provide guidance or notes for users who may wish to use a Linux-based Logic App plan, including any differences in configuration or compatibility.
  • Ensure that any default plan references are neutral or provide equal visibility to Linux options.
  • If there are platform-specific considerations (e.g., certificate handling, environment variables), document these for both Windows and Linux hosting environments.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/manage-arc-enabled-azure-vmware-solution.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First
Summary:
The documentation presents both Windows and Linux command examples for activating the environment, but the Windows-based example is listed first. There is no exclusive use of Windows tools or missing Linux examples, but the ordering suggests a subtle preference for Windows.
Recommendations:
  • Alternate the order of Windows and Linux examples in different sections, or present them side-by-side to avoid implying preference.
  • Explicitly state that both Windows and Linux are equally supported.
  • Where possible, provide combined or OS-agnostic instructions before OS-specific commands.
  • Ensure parity in troubleshooting and tool references for both platforms.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/migrate-sql-server-always-on-availability-group.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation is heavily oriented toward Windows environments, specifically Windows Server and Microsoft SQL Server Always On Availability Groups, which are only supported on Windows. All examples, prerequisites, and operational steps assume Windows Server Failover Clustering, with no mention of Linux-based SQL Server deployments or cross-platform considerations. Only Windows tools (SQL Server Management Studio, Windows Server Failover Cluster) are referenced, and all guidance is Windows-centric.
Recommendations:
  • Explicitly state that SQL Server Always On Availability Groups are only supported on Windows, and clarify if Linux-based SQL Server deployments are out of scope for this guide.
  • If Linux-based SQL Server high availability scenarios (such as Pacemaker clusters) are supported for migration to Azure VMware Solution, provide a parallel section or a separate guide for those scenarios.
  • Where possible, mention the existence of SQL Server on Linux and its clustering options, even if only to clarify their support status.
  • Include references or links to documentation for Linux-based SQL Server deployments and migration strategies, if applicable.
  • If the migration process is fundamentally different for Linux, provide clear guidance or a pointer to relevant resources.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/migrate-sql-server-failover-cluster.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools Powershell Heavy
Summary:
The documentation is heavily focused on Windows Server Failover Clustering and SQL Server on Windows, with all examples, screenshots, and instructions referencing Windows Server tools (e.g., Failover Cluster Manager, SQL Server Management Studio). There is no mention of Linux-based SQL Server clusters, Linux failover clustering solutions (e.g., Pacemaker), or migration steps for non-Windows environments. The prerequisites, migration steps, and troubleshooting are all tailored exclusively to Windows Server environments.
Recommendations:
  • Add a section or parallel guide for migrating SQL Server clusters running on Linux (e.g., using Pacemaker/Corosync or Linux-based Always On Availability Groups).
  • Include Linux-specific prerequisites, such as reviewing and recording Linux network/storage configuration, and backing up using Linux-native tools.
  • Provide migration steps and screenshots for Linux-based clusters, including relevant commands and tools (e.g., systemctl, pcs, SQL Server on Linux management tools).
  • Reference Linux documentation for SQL Server clustering and failover, and link to official Microsoft and VMware resources for Linux environments.
  • Clarify in the introduction that the current guide is Windows-specific, and direct Linux users to appropriate resources if a Linux parity guide is not yet available.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/migrate-sql-server-standalone-cluster.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation is heavily focused on Windows environments, specifically Windows Server and Microsoft SQL Server, with no mention of Linux-based SQL Server deployments or migration scenarios. All examples, prerequisites, and validation steps assume a Windows Server environment, and only Windows tools (e.g., SQL Server Management Studio) are referenced. There is no guidance for users running SQL Server on Linux or for Linux-based VM migrations.
Recommendations:
  • Include explicit mention of SQL Server on Linux as a supported scenario, if applicable.
  • Provide parallel migration steps and prerequisites for SQL Server instances running on Linux (e.g., Ubuntu, Red Hat).
  • Add examples and screenshots using Linux-based management tools (such as sqlcmd or Azure Data Studio) alongside Windows tools like SQL Server Management Studio.
  • Reference Linux documentation and best practices for SQL Server deployments and migrations.
  • Clarify any limitations or differences in the migration process for Linux-based SQL Server VMs.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/native-dns-forward-lookup-zone.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example
Summary:
The documentation does not provide any OS-specific command-line examples, but it implicitly assumes the use of generic DNS server management without mentioning any tools or commands for either Windows or Linux. However, when discussing conditional forwarders, it refers to 'your on-premises DNS server' without specifying whether this is Windows DNS, BIND, or another platform, and does not provide any Linux/BIND examples or guidance. This omission can be considered a 'missing_linux_example' bias, as Windows DNS is often the default assumption in enterprise environments, and Linux/BIND users are left without parity guidance.
Recommendations:
  • Explicitly mention both Windows DNS Server and Linux/BIND as supported DNS server options for on-premises environments.
  • Provide example steps or links for configuring conditional forwarders in both Windows DNS Server (via GUI or PowerShell) and Linux/BIND (editing named.conf).
  • Clarify that the Azure DNS Private Resolver can be integrated with both Windows and Linux DNS infrastructures.
  • Where DNS server configuration is referenced, include brief sample configuration snippets for both platforms, or link to relevant Microsoft and BIND documentation.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/native-first-party-principle-security.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by presenting Azure PowerShell instructions before Azure CLI, which is more cross-platform. There are no explicit Linux/macOS-specific instructions or clarifications, and the PowerShell example assumes a Windows environment. The CLI example is present but not emphasized or explained in a Linux context.
Recommendations:
  • Present Azure CLI instructions before PowerShell, as CLI is cross-platform and works natively on Linux/macOS.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide example shell prompts (e.g., $) to reinforce this.
  • If PowerShell is included, clarify that PowerShell Core is available cross-platform, or provide equivalent Bash/shell examples where possible.
  • Add a note or section for Linux/macOS users, including any prerequisites or differences in experience (e.g., installation of Azure CLI, authentication methods).
  • Ensure that all tooling references (e.g., 'copy the value from the ID column') are not Windows-centric and clarify how to perform these steps in different environments.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/native-internet-connectivity-design-considerations.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example
Summary:
The documentation does not provide any OS-specific examples, commands, or tooling, but it also does not include any practical configuration steps (such as CLI commands or scripts) at all. As a result, there is no explicit Windows bias, but there is a lack of parity in that no Linux (or Windows) command-line or configuration examples are given, which could disadvantage Linux users if future updates add only Windows/Powershell examples.
Recommendations:
  • When adding practical configuration steps, ensure that both Azure CLI (cross-platform) and PowerShell examples are provided.
  • If referencing tools for connectivity testing or troubleshooting, include both Windows (e.g., PowerShell, Command Prompt) and Linux (e.g., Bash, curl, ip, traceroute) equivalents.
  • Explicitly mention that the steps are platform-agnostic where possible, or clarify any OS-specific requirements.
  • Consider including sample scripts or commands for both Linux and Windows environments when demonstrating network configuration or verification.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/netapp-files-with-azure-vmware-solution.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation mentions both Linux and Windows VMs as supported clients for Azure NetApp Files, and describes both SMB (Windows) and NFS (Linux) protocols. However, it lacks concrete, step-by-step examples or command-line instructions for mounting shares on either platform. Where mounting is discussed, Windows (SMB) is mentioned first, and the only mounting instructions for Linux are vague references to 'command lines or /etc/fstab entries' without examples. No Linux-specific commands or screenshots are provided, and the documentation does not show parity in practical guidance for Linux users.
Recommendations:
  • Add explicit, step-by-step examples for mounting NFS shares on Linux VMs, including sample mount commands and /etc/fstab entries.
  • Provide equivalent, detailed instructions for mapping SMB shares on Windows VMs, including screenshots or command-line examples (e.g., using 'net use' or Windows Explorer).
  • Ensure that Linux and Windows instructions are presented with equal prominence, ideally in parallel sections or side-by-side.
  • Include troubleshooting tips or common issues for both Linux and Windows clients.
  • Where protocols are discussed, avoid always listing Windows/SMB first; alternate or present both together to avoid perceived prioritization.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/use-hcx-run-commands.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation exclusively references PowerShell cmdlets and Windows-centric tooling (e.g., 'Run Command' panel, cmdlet naming conventions), with no mention of Linux/Unix equivalents or CLI alternatives. All examples and instructions are tailored to a Windows/PowerShell environment, and there is no guidance for users who may prefer or require Linux-based management or automation.
Recommendations:
  • Provide equivalent command-line examples using Bash or other Linux shells, if available.
  • Clarify whether the Run Commands can be invoked via Azure CLI, REST API, or other cross-platform tools, and provide usage examples.
  • Explicitly state if PowerShell is required, or if there are alternative methods for Linux users.
  • Include references to Linux-compatible tools or scripts for managing VMware HCX in Azure VMware Solution.
  • Ensure that documentation sections and examples are balanced, presenting both Windows and Linux approaches where possible.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/protect-azure-vmware-solution-with-application-gateway.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Missing Linux Example Windows First
Summary:
The documentation demonstrates a strong Windows bias. All backend VM configuration examples use Windows Server 2016 with IIS, and only PowerShell commands are provided for web server setup. There are no Linux-based examples or references to Linux tools (such as Apache or Nginx), and no Bash or shell commands are shown. The documentation implicitly assumes a Windows environment for web hosting, omitting Linux alternatives entirely.
Recommendations:
  • Add parallel Linux-based examples for backend web server setup, such as using Ubuntu VMs with Apache or Nginx.
  • Provide equivalent Bash/shell commands for installing and configuring web servers on Linux VMs.
  • Explicitly mention that both Windows and Linux VMs are supported as backend pools, and illustrate this with screenshots or configuration steps.
  • Where PowerShell is used, offer Linux command-line alternatives side-by-side.
  • Update diagrams and screenshots to include Linux VM icons or references where appropriate.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/remove-arc-enabled-azure-vmware-solution-vsphere-resources-from-azure.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools
Summary:
The documentation demonstrates a mild Windows bias by presenting Windows uninstall instructions before Linux, using Windows-specific tools (Control Panel, Programs and Features), and referencing Windows terminology and navigation patterns. While Linux instructions are present and reasonably detailed, the ordering and emphasis suggest a Windows-first approach.
Recommendations:
  • Present Linux and Windows instructions in parallel or in a consistent order (e.g., alphabetical or by usage share), rather than always listing Windows first.
  • Where possible, provide command-line alternatives for Windows (e.g., using PowerShell or command prompt to uninstall the agent), similar to the Linux approach, to ensure parity for automation and headless environments.
  • Avoid Windows-centric navigation language (such as Control Panel) as the default; instead, clarify that these are Windows-specific steps and provide equivalent Linux navigation or command-line steps.
  • Add a summary table or section at the start of uninstall instructions that clearly distinguishes between Windows and Linux, helping users quickly find the relevant section.
  • Ensure that all examples and tool references are balanced between Windows and Linux, and that neither is given undue prominence unless justified by user base data.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/restore-guest-files-folders.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation is heavily biased toward Windows environments. All examples, instructions, and credential requirements are specific to Windows guest OS, with explicit statements that Linux guest OS restores are not supported (except for a manual workaround). There are no Linux-specific instructions, examples, or parity in tooling or process. Windows tools, patterns, and account types are referenced exclusively.
Recommendations:
  • Clearly indicate in the introduction and prerequisites that Linux guest OS support is limited or unavailable, and provide a roadmap or ETA for Linux support if possible.
  • If manual restore from Linux VMs is possible (by attaching VMDKs), provide a dedicated section with step-by-step instructions for Linux users, including example commands for mounting VMDKs and copying files using Linux tools.
  • Where possible, generalize instructions and terminology to be OS-agnostic, or provide parallel sections for Windows and Linux.
  • Include examples of restoring files using Linux guest OS (even if only manually), with appropriate commands (e.g., using mount, guestmount, or similar tools).
  • List any limitations or differences in restore capabilities between Windows and Linux guests in a comparison table.
  • Avoid exclusive use of Windows-specific credential and account requirements in general documentation; instead, clearly scope such requirements to Windows-only sections.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/set-up-backup-server-for-azure-vmware-solution.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools Powershell Heavy
Summary:
The documentation demonstrates a strong Windows bias throughout. All VM creation, disk attachment, and installation instructions are provided exclusively for Windows environments. There are no Linux-based examples or guidance for deploying or managing Azure Backup Server on Linux. Windows-specific tools (such as PowerShell, Windows Update, and ReFS) are referenced without Linux alternatives, and the documentation assumes the use of Windows Server as the host OS for Azure Backup Server.
Recommendations:
  • If Azure Backup Server supports Linux as a host, provide equivalent Linux-based instructions for VM creation, disk attachment, and installation.
  • Include Linux command-line examples (e.g., using Azure CLI or Bash) alongside or before Windows/PowerShell examples.
  • Mention Linux-compatible file systems and storage configuration steps if supported.
  • Clarify early in the documentation if Azure Backup Server is Windows-only; if so, briefly explain why and suggest alternatives for Linux users.
  • Where PowerShell or Windows-specific tools are referenced, provide Azure CLI or cross-platform alternatives where possible.
  • Add a section or callout for Linux administrators, outlining any limitations or alternative approaches.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/sql-server-hybrid-benefit.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation page, while mentioning Linux in the title and description, focuses almost exclusively on Windows Server and SQL Server scenarios. All detailed examples, migration paths, and next steps are centered on Microsoft SQL Server and Windows Server technologies, with no concrete examples or guidance for Linux subscriptions or workloads. Windows tools and patterns (e.g., Windows Server Failover Cluster, SQL Server) are highlighted, and Linux equivalents are not mentioned or linked.
Recommendations:
  • Include specific examples and migration guides for Linux workloads, such as migrating Linux VMs or databases (e.g., MySQL, PostgreSQL) to Azure VMware Solution.
  • Provide parity in 'Next steps' by adding links to Linux-focused documentation (e.g., configuring HA for Linux, enabling Azure Hybrid Benefit for Linux subscriptions).
  • Mention and explain Linux licensing/subscription options and how Azure Hybrid Benefit applies to them, with concrete scenarios.
  • Balance the coverage by describing both Windows and Linux use cases, tools, and patterns equally throughout the document.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/using-run-command.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation page demonstrates a bias towards Windows by exclusively referencing PowerShell cmdlets as the mechanism for Run Command operations, without mentioning or providing examples for Linux shells or tools. There are no Linux/Unix command-line examples, nor is there any discussion of how to perform similar tasks from a Linux environment. The terminology and workflow are centered around Windows-native tools and patterns.
Recommendations:
  • Include examples of running Run Command operations using Linux shells (e.g., Bash) or cross-platform tools (e.g., Azure CLI, REST API).
  • Clarify whether Run Command supports only PowerShell or if Linux/Unix scripting is also possible; if so, provide parity in examples.
  • Mention and document any Linux-compatible tools or workflows for managing Run Command, such as using the Azure CLI from a Linux terminal.
  • If PowerShell is required, note the availability of PowerShell Core on Linux and provide guidance for Linux users.
  • Ensure screenshots and UI references are not exclusively Windows-centric, or supplement them with Linux/CLI equivalents where possible.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/tutorial-access-private-cloud.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation exclusively describes creating and using a Windows VM as the jump box for accessing the Azure VMware Solution private cloud. All instructions, screenshots, and references are Windows-specific, with no mention of Linux alternatives or how to perform the same tasks on a Linux VM. The guidance for connecting to the VM and accessing vCenter/NSX Manager is tailored to Windows environments, and there are no Linux tools or patterns discussed.
Recommendations:
  • Provide parallel instructions for creating a Linux VM as a jump box, including recommended distributions (e.g., Ubuntu, CentOS) and any necessary configuration steps.
  • Include guidance and screenshots for connecting to the Linux VM (e.g., using SSH) and accessing vCenter Server and NSX Manager from a Linux environment (using Firefox/Chrome or CLI tools).
  • Mention Linux as an option in checklists and overviews, not just Windows.
  • Link to both Windows and Linux VM connection documentation in the 'connect to a virtual machine' step.
  • Discuss any differences or prerequisites for accessing vCenter/NSX Manager from Linux, such as browser compatibility or required packages.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/tutorial-configure-networking.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Missing Linux Example Windows First
Summary:
The documentation exclusively uses the Azure portal UI for instructions and does not provide any command-line examples (such as Azure CLI, PowerShell, or Bash). However, where command-line automation is implied or would be expected, there are no examples for Linux users (e.g., Azure CLI in Bash), nor are there any PowerShell examples. The absence of Linux-specific or cross-platform command-line instructions can be considered a bias, as it assumes users will interact only via the Azure portal, which is more common in Windows-centric workflows. Additionally, there is no mention of Linux tools or scripting, and no guidance for users who may prefer or require automation from non-Windows environments.
Recommendations:
  • Add Azure CLI examples for all major tasks (creating VNets, gateways, ExpressRoute connections), using Bash syntax to ensure Linux parity.
  • If PowerShell examples are added, ensure they are accompanied by equivalent Azure CLI examples.
  • Explicitly mention that all tasks can be performed via the Azure CLI on any platform, not just through the Azure portal.
  • Include a section or callout for users who prefer command-line or automated deployments, with links to relevant Azure CLI documentation.
  • Review screenshots and UI references to ensure they do not assume a Windows-only environment (e.g., avoid showing Windows-specific UI elements if not necessary).
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/tutorial-expressroute-global-reach-private-cloud.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example
Summary:
The documentation does not provide any OS-specific examples, scripts, or command-line instructions. All configuration steps are described as GUI operations within the Azure portal, and there are no references to Windows, PowerShell, or Windows-specific tools. However, the guide also omits any mention of Linux or cross-platform command-line approaches, such as Azure CLI or REST API usage. This lack of parity may disadvantage users who prefer or require automation or non-GUI workflows, which are common in Linux environments.
Recommendations:
  • Add Azure CLI examples for creating ExpressRoute authorizations and peering, as the CLI is cross-platform and widely used in Linux environments.
  • Include REST API sample calls for each major step, allowing users to automate the process regardless of their OS.
  • Explicitly mention that all steps can be completed via the Azure portal, PowerShell, or Azure CLI, and provide links to relevant CLI and PowerShell documentation.
  • Where screenshots or instructions reference the Azure portal, consider adding equivalent command-line instructions for parity.
  • Clarify that no OS-specific tools are required, and highlight cross-platform options for managing ExpressRoute and Azure VMware Solution resources.