Azure Vmware

153
Total Pages
96
Linux-Friendly Pages
57
Pages with Bias
37.3%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

412 issues found
Showing 101-125 of 412 flagged pages
Azure Vmware Protect web apps on Azure VMware Solution with Azure Application Gateway ...protect-azure-vmware-solution-with-application-gateway.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation demonstrates a strong Windows bias. All configuration examples for backend web servers use Windows Server 2016 and IIS, with only PowerShell commands provided for setup. There are no Linux-based examples, nor are Linux tools or setup patterns mentioned. The use of Windows-specific tooling (IIS, PowerShell) is exclusive, and Windows is referenced first and solely in all backend configuration steps.
Recommendations
  • Add equivalent examples using Linux-based VMs (e.g., Ubuntu, CentOS) with Apache or Nginx as the web server.
  • Provide Linux shell (bash) commands for web server setup and content creation alongside PowerShell examples.
  • Explicitly mention that both Windows and Linux VMs are supported as backend pools, and link to relevant Linux documentation.
  • Balance screenshots and walkthroughs to include Linux environments (e.g., Azure portal showing Linux VM backend pools).
  • Avoid language that implies Windows is the default or only supported option for backend web servers.
GitHub Create Pull Request
Azure Vmware Restore guest files and folders using Cloud Backup for Virtual Machines ...n/articles/azure-vmware/restore-guest-files-folders.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation is heavily biased toward Windows environments. All instructions, examples, and credential requirements are specific to Windows guest OS, with explicit statements that Linux guest OS restore is not supported. Windows tools and patterns (such as UNC paths, administrator accounts, and NTFS/FAT file systems) are mentioned exclusively, with no Linux equivalents or examples provided. The only mention of Linux is to state that restore is unsupported, and manual restore is required without guidance.
Recommendations
  • Add explicit instructions or examples for manual restore from Linux guest OS, including recommended tools and steps.
  • Clarify limitations and provide guidance for Linux users, such as how to attach VMDKs and access files using Linux utilities (e.g., mount, guestmount, etc.).
  • Include parity tables or feature comparison between Windows and Linux guest OS restore capabilities.
  • If possible, expand support to include Linux guest OS restore operations, or provide links to alternative solutions for Linux environments.
  • Avoid language that implies Windows is the only use case; acknowledge and address Linux administrator needs.
GitHub Create Pull Request
Azure Vmware Using Run Command in Azure VMware Solution ...s/blob/main/articles/azure-vmware/using-run-command.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
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 equivalents or cross-platform scripting options. The term 'cmdlet' is used throughout, which is specific to PowerShell (a Windows-centric tool), and there are no examples or guidance for users who may prefer or require Linux-based tooling or scripting. The documentation also does not clarify whether Run Command supports Bash or other Linux shells, nor does it provide parity in examples or terminology.
Recommendations
  • Clarify whether Run Command supports Linux-based shells (e.g., Bash) or scripting languages, and document any limitations.
  • Provide equivalent Linux/Bash examples for each operation, or explicitly state if only PowerShell is supported.
  • Use more neutral terminology such as 'script' or 'command' instead of 'cmdlet' when describing general functionality, unless PowerShell is the only supported option.
  • If PowerShell is cross-platform in this context, explicitly state this and provide examples for both Windows and Linux environments.
  • Add a section addressing cross-platform support and considerations for non-Windows administrators.
GitHub Create Pull Request
Azure Vmware Set up Azure Backup Server for Azure VMware Solution ...ware/set-up-backup-server-for-azure-vmware-solution.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools Powershell Heavy
Summary
The documentation page exhibits a strong Windows bias. All deployment and usage instructions for Azure Backup Server are centered around Windows VMs, with explicit references to creating Windows Server VMs, using Windows-specific tools (e.g., ReFS, VSS), and providing only Windows-centric examples (such as attaching disks to Windows VMs and using PowerShell for SSRS configuration). There is no mention of Linux VM setup, nor are there examples or instructions for Linux environments, even though Azure VMware Solution can host Linux VMs. The documentation also assumes the use of Windows Update and Windows domain joining, further reinforcing the bias.
Recommendations
  • Add explicit instructions and examples for deploying Azure Backup Server on Linux VMs, if supported.
  • Include parity in disk attachment and storage pool configuration for Linux VMs, referencing Linux tools and commands.
  • Provide guidance for application consistent backups on Linux, including sample pre/post scripts and integration with Linux backup tools.
  • Clarify any limitations or support boundaries for Linux VMs in Azure VMware Solution and Azure Backup Server.
  • If Azure Backup Server is Windows-only, state this clearly at the beginning and provide alternative solutions for Linux VM backup.
  • Balance PowerShell examples with equivalent Bash or shell commands where applicable.
GitHub Create Pull Request
Azure Vmware Tutorial - Access an Azure VMware Solution private cloud ...articles/azure-vmware/tutorial-access-private-cloud.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation exclusively describes creating and using a Windows VM as a jump box to access Azure VMware Solution resources. All instructions, screenshots, and references are Windows-centric, with no mention of Linux alternatives or parity. There are no examples or guidance for creating or connecting via a Linux VM, nor are Linux tools or connection patterns discussed.
Recommendations
  • Add parallel instructions for creating a Linux VM as a jump box, including screenshots and field explanations.
  • Provide guidance on connecting to vCenter Server and NSX Manager from a Linux VM (e.g., using Firefox or Chrome, or CLI tools if applicable).
  • Include links to documentation for connecting to Linux VMs in Azure.
  • Mention that both Windows and Linux VMs can be used as jump boxes, and discuss any differences or considerations.
  • Ensure that examples and checklists do not imply Windows is the only or preferred option.
GitHub Create Pull Request
Azure Vmware Use VMware HCX Run Commands ...lob/main/articles/azure-vmware/use-hcx-run-commands.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example Windows First
Summary
The documentation exclusively describes the use of VMware HCX Run Commands via PowerShell-style cmdlets and the Azure portal, with no mention of Linux shell equivalents, cross-platform CLI tools, or alternative workflows for non-Windows environments. All command examples and parameter descriptions use Windows/PowerShell terminology, and there is no guidance for Linux users or administrators who may prefer bash, SSH, or other non-Windows tools.
Recommendations
  • Provide Linux/bash command equivalents for each operation, where applicable.
  • Clarify whether the Run Command functionality is accessible via cross-platform tools (e.g., Azure CLI, REST API) and provide examples.
  • Include notes or sections addressing Linux/macOS users, outlining how they can perform these tasks without relying on PowerShell or Windows-specific tools.
  • Reorder or balance examples so that Linux and Windows approaches are presented equally, or at least mention Linux alternatives alongside Windows methods.
  • Explicitly state platform requirements and limitations, so users know if operations are restricted to Windows/PowerShell environments.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/architecture-api-management.md ...n/articles/azure-vmware/architecture-api-management.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation demonstrates a Windows bias by referencing PowerShell and the Azure portal as primary management tools, with no mention of Linux-native alternatives (such as Bash, CLI, or automation via shell scripts). Windows-centric tools and patterns are mentioned first and exclusively, and there are no examples or guidance for Linux users or cross-platform automation. The documentation assumes familiarity with Windows environments and does not provide parity for Linux-based workflows.
Recommendations
  • Include Azure CLI and Bash examples alongside PowerShell for API Management operations.
  • Explicitly mention cross-platform management options and tools, such as Azure CLI, REST API, or Terraform.
  • Add guidance and examples for Linux-based automation and scripting.
  • Ensure that references to management tools do not prioritize Windows-centric solutions; present Windows and Linux options equally.
  • Clarify that API Management can be managed from any OS, and provide links to relevant cross-platform documentation.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-vsan-esa.md .../blob/main/articles/azure-vmware/configure-vsan-esa.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by exclusively referencing Windows-centric tools and workflows, such as PowerShell cmdlets (e.g., Set-vSANDataInTransitEncryption) and Azure portal Run command features. There are no Linux or cross-platform CLI examples, nor is there mention of Linux-based management tools or alternative workflows. Windows Server Failover Clusters are highlighted as a supported feature, but Linux equivalents are not discussed.
Recommendations
  • Include equivalent Linux CLI examples (e.g., using VMware's CLI tools or REST APIs) for configuring vSAN features.
  • Mention and provide guidance for Linux-based management tools (such as ovftool, govc, or direct vSphere API calls) where applicable.
  • Present cross-platform instructions, ensuring that both Windows and Linux administrators can follow the steps.
  • Reference Linux-supported clustering solutions (e.g., Pacemaker, Corosync) where Windows Server Failover Clusters are mentioned.
  • Avoid using only PowerShell cmdlets; provide REST API or other platform-neutral alternatives.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/azure-vmware-solution-known-issues.md ...les/azure-vmware/azure-vmware-solution-known-issues.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example 🔧 Windows Tools
Summary
The documentation page for Azure VMware Solution known issues demonstrates a Windows bias in several ways. Remediation steps frequently reference PowerShell cmdlets (e.g., Set-vSANCompressDedupe, Set-Tools-Repo) without mentioning Linux or cross-platform alternatives. The use of 'Run command' and cmdlet terminology is specific to Windows/PowerShell, and no Bash, shell, or Linux-native instructions are provided. Additionally, some issues (e.g., VMware Tools for Windows) are called out specifically for Windows, with no mention of Linux guest remediation steps or parity. The documentation assumes familiarity with Windows tooling and does not offer Linux-first or cross-platform guidance.
Recommendations
  • Provide equivalent Linux/Bash command examples alongside PowerShell cmdlets for all remediation steps.
  • Clarify whether 'Run command' functionality is available from Linux hosts or via REST API, and document cross-platform usage.
  • For issues referencing VMware Tools, specify remediation steps for both Windows and Linux guests, including package names and update procedures.
  • Avoid using Windows-specific terminology (e.g., 'cmdlet') without explaining or providing alternatives for non-Windows users.
  • Where possible, link to VMware or Azure documentation that covers Linux workflows for common operations (e.g., enabling vSAN features, updating VMware Tools).
  • Review and update all examples and instructions to ensure Linux administrators can follow remediation steps without needing Windows or PowerShell.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-vsan.md ...docs/blob/main/articles/azure-vmware/configure-vsan.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by exclusively providing PowerShell cmdlet-based instructions for configuring VMware vSAN features, with no mention of Linux CLI or automation alternatives. Windows prerequisites are listed before Linux, and there are no Linux-specific examples or tools referenced for managing vSAN settings.
Recommendations
  • Include equivalent Linux CLI or automation instructions (e.g., using VMware's Python SDK, REST APIs, or shell scripts) alongside PowerShell examples.
  • Present prerequisites and examples for both Windows and Linux in parallel, rather than listing Windows first.
  • Reference Linux tools (such as open-vm-tools or relevant VMware utilities) where applicable for vSAN management.
  • Add sample commands for Linux environments to reclaim space, configure vSAN, and check encryption status.
  • Clarify that the Azure portal and Run Command features are OS-agnostic, or specify any OS limitations.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/arc-enable-guest-management.md ...n/articles/azure-vmware/arc-enable-guest-management.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page demonstrates a Windows bias by referencing Windows-centric tools and workflows (such as VMware Tools and administrator username/password prompts typical of Windows VMs), and by omitting explicit Linux examples or Linux-specific guidance. All instructions and examples are generic or implicitly Windows-oriented, with no mention of Linux command-line usage, Linux authentication patterns, or Linux-specific extension installation steps.
Recommendations
  • Add explicit Linux examples for enabling guest management and installing extensions, including command-line steps for Linux VMs.
  • Clarify authentication requirements for Linux VMs (e.g., SSH keys, sudo usage) alongside Windows administrator credentials.
  • Mention Linux equivalents or considerations where VMware Tools or other Windows-centric terminology is used.
  • Provide sample Azure CLI commands or scripts tailored for Linux environments, including troubleshooting steps unique to Linux.
  • Ensure documentation parity by listing supported Linux distributions and any OS-specific caveats for extension management.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/backup-azure-vmware-solution-virtual-machines.md ...mware/backup-azure-vmware-solution-virtual-machines.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
🔧 Windows Tools Missing Linux Example Windows First Powershell Heavy
Summary
The documentation is heavily biased towards Windows environments. All instructions, screenshots, and examples assume the use of Azure Backup Server running on Windows. Certificate import steps use Windows GUI tools and the Windows Certificate Import Wizard, registry edits are provided only for Windows, and recovery options for individual files are limited to Windows VMs. There are no Linux-based instructions, CLI examples, or mentions of Linux tools or workflows. The documentation does not address how to perform these tasks on Linux systems or with Linux VMs, nor does it mention Linux-specific backup or restore scenarios.
Recommendations
  • Provide equivalent instructions for Linux environments, such as importing certificates using Linux CLI tools (e.g., openssl, update-ca-certificates).
  • Include examples for backing up and restoring Linux VMs, including individual file recovery for Linux guest OS.
  • Add CLI-based steps (e.g., PowerShell and Bash) for all major operations, not just Windows Registry edits.
  • Clarify whether Azure Backup Server supports Linux VMs for file-level recovery and, if not, document any limitations and alternatives.
  • Ensure screenshots and UI references are supplemented with CLI or cross-platform alternatives.
  • Mention Linux backup tools or integration points if available, or provide guidance for Linux administrators.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-dns-azure-vmware-solution.md ...es/azure-vmware/configure-dns-azure-vmware-solution.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation provides DNS forwarder configuration steps exclusively through the Azure portal and NSX-T Manager UI, with verification examples given only using PowerCLI (PowerShell-based) and no Linux CLI or cross-platform alternatives. There are no Linux or bash/nslookup examples, and the only scripting/automation shown is via PowerShell, which is Windows-centric. The documentation implicitly prioritizes Windows tools and workflows, leaving Linux users without parity in verification or automation steps.
Recommendations
  • Add Linux CLI examples for DNS verification, such as using dig or nslookup from a Linux shell.
  • Include instructions or sample scripts for using REST API calls via curl or similar tools to interact with NSX-T Policy API from Linux/macOS.
  • Explicitly mention cross-platform alternatives to PowerCLI, or clarify if PowerCLI can be used on Linux/macOS (and provide installation steps if so).
  • Ensure that any automation or scripting guidance is provided for both Windows (PowerShell) and Linux (bash, Python, etc.) environments.
  • Where possible, present examples in parallel (Windows and Linux) or use platform-neutral tools first.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-external-identity-source-nsx-t.md ...ure-vmware/configure-external-identity-source-nsx-t.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page exhibits a strong Windows bias by exclusively referencing Windows Server Active Directory as the LDAP provider, requiring Windows-specific infrastructure (domain controllers, certificates, DNS integration), and omitting examples or guidance for Linux-based LDAP solutions (such as OpenLDAP). All examples, screenshots, and recommendations center on Windows tools and patterns, with no mention of Linux alternatives.
Recommendations
  • Add explicit guidance and examples for configuring NSX with Linux-based LDAP servers (e.g., OpenLDAP), including sample base DNs, bind identities, and certificate management.
  • Mention Linux-compatible certificate authorities and provide instructions for integrating certificates from Linux-based CAs.
  • Include screenshots and walkthroughs using a Linux LDAP server to demonstrate parity.
  • Update prerequisites to reference both Windows and Linux LDAP server options.
  • Clarify that NSX supports third-party LDAP servers and provide links to relevant documentation for non-Windows environments.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-identity-source-vcenter.md ...cles/azure-vmware/configure-identity-source-vcenter.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools Powershell Heavy
Summary
The documentation is heavily focused on Windows Server Active Directory as the external identity source for vCenter Server. All examples, screenshots, and instructions reference Windows-specific tools (MMC, domain controller, NetBIOS, etc.) and PowerShell cmdlets. There is no mention of Linux-based LDAP servers (such as OpenLDAP), nor are there instructions or examples for configuring non-Windows LDAP sources. The steps and terminology assume a Windows environment, and Windows tools are referenced exclusively and before any generic LDAP concepts.
Recommendations
  • Add explicit support and examples for integrating Linux-based LDAP servers (e.g., OpenLDAP) as external identity sources.
  • Provide step-by-step instructions for exporting certificates and managing LDAP on Linux systems, including relevant command-line tools (e.g., openssl, ldapsearch).
  • Include screenshots and walkthroughs for Linux environments alongside Windows examples.
  • Clarify which steps are generic to LDAP and which are Windows-specific, and restructure content to present generic LDAP instructions before Windows-specific ones.
  • Reference Linux tools and patterns (such as systemd, OpenLDAP configuration files, etc.) where applicable.
  • Update terminology to be inclusive of non-Windows LDAP implementations and avoid assuming Windows-only environments.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-azure-elastic-san.md ...n/articles/azure-vmware/configure-azure-elastic-san.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example 🔧 Windows Tools
Summary
The documentation consistently references Windows-centric tools and workflows, such as Azure PowerShell and the Azure portal, and omits Linux-specific guidance or examples. Where command-line options are mentioned, PowerShell is listed before Azure CLI, and there are no bash or Linux-native instructions. The workflow assumes use of the Azure portal (GUI) or Windows-based automation tools, with no mention of Linux shell, automation, or alternative tooling.
Recommendations
  • Provide Linux-specific examples, such as bash scripts or Linux CLI workflows, for creating and managing Elastic SAN resources.
  • List Azure CLI instructions before or alongside PowerShell, and clarify cross-platform compatibility.
  • Include screenshots or walkthroughs for Linux environments where relevant, such as using the Azure CLI in a Linux terminal.
  • Explicitly mention that all steps can be performed on Linux, and highlight any differences or caveats.
  • Reference Linux-native tools (e.g., curl, jq) for automation and scripting, and provide sample commands.
  • Ensure parity in troubleshooting and log access instructions for both Windows and Linux users.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-virtual-trusted-platform-module.md ...re-vmware/configure-virtual-trusted-platform-module.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by referencing Windows-specific security features (BitLocker, credential protection, malware prevention on Windows systems) and listing Windows guest OS versions before Linux in prerequisites. There are no Linux-specific examples or mentions of Linux security tools (e.g., LUKS, dm-crypt) that could leverage vTPM, and the configuration steps do not provide parity for Linux users.
Recommendations
  • Include explicit examples of how Linux VMs can utilize vTPM, such as enabling disk encryption with LUKS or integrating with Linux attestation frameworks.
  • List Linux guest OS support before or alongside Windows versions in prerequisites to avoid 'windows_first' ordering.
  • Mention Linux-specific security use cases and tools (e.g., Secure Boot with shim/grub, TPM-backed disk encryption) in the benefits and configuration sections.
  • Add references to Linux documentation or guides for configuring vTPM and related security features.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/deploy-arc-for-azure-vmware-solution.md ...s/azure-vmware/deploy-arc-for-azure-vmware-solution.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation demonstrates a mild Windows bias by presenting Windows/PowerShell instructions before Linux equivalents, referencing Windows file paths in configuration examples, and using Windows-centric terminology (e.g., 'jump box/VM'). While Linux instructions are present, they are secondary. There are also Windows-specific details in proxy certificate file paths and script execution instructions.
Recommendations
  • Present Windows and Linux instructions in parallel or with equal prominence, rather than listing Windows first.
  • Use neutral file path examples in configuration samples (e.g., /home/user/cert.crt and C:\Users\user\cert.crt) or provide both Windows and Linux examples.
  • Avoid Windows-centric terms like 'jump box' unless also explained for Linux environments.
  • Ensure that all script examples and troubleshooting steps are provided for both Windows (PowerShell) and Linux (bash/sh), and clarify any differences.
  • Where possible, use cross-platform tools and commands, or clearly indicate platform-specific steps.
  • Review all configuration and code snippets to ensure Linux users are equally represented and not required to adapt Windows-specific instructions.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/deploy-disaster-recovery-using-jetstream.md ...ure-vmware/deploy-disaster-recovery-using-jetstream.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example 🔧 Windows Tools
Summary
The documentation page exhibits a strong Windows bias. All operational examples and instructions for installing, configuring, and managing JetStream DR on Azure VMware Solution rely exclusively on Azure 'Run command' and PowerShell cmdlets. There are no Linux CLI, shell script, or non-Windows automation examples provided. The documentation assumes use of Windows-centric tools and patterns, such as PowerShell cmdlets and Azure portal workflows, without mentioning or prioritizing Linux alternatives or parity.
Recommendations
  • Provide Linux CLI or shell script equivalents for all PowerShell cmdlet-based instructions, especially for installation, configuration, and management tasks.
  • Document how to automate JetStream DR deployment and management using Linux tools (e.g., Bash scripts, REST API calls, Azure CLI) where possible.
  • Include examples of using Azure CLI (cross-platform) for Run command invocation and management, not just portal and Windows-centric workflows.
  • Explicitly state platform requirements and clarify if JetStream DR operations can be performed from Linux-based admin workstations.
  • Ensure parity in troubleshooting and support instructions for Linux environments.
  • Add a section addressing Linux-based automation and integration scenarios for JetStream DR.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/configure-storage-policy.md ...main/articles/azure-vmware/configure-storage-policy.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Missing Linux Example 🔧 Windows Tools Windows First
Summary
The documentation page demonstrates a strong Windows bias by exclusively providing PowerShell/cmdlet-based examples for all operations, referencing 'Run command' and cmdlets without mentioning Linux or cross-platform alternatives. There are no bash, shell, or Linux-native instructions, nor any references to Linux tools or workflows. The structure and examples assume a Windows-centric approach, with no parity for Linux users.
Recommendations
  • Provide equivalent Linux/bash command examples for each operation, using tools such as VMware's CLI utilities (e.g., govc, ovftool) or REST API calls via curl.
  • Clarify whether the 'Run command' feature is available and supported from Linux environments, and if so, document the steps for Linux users.
  • Add notes or sections explicitly addressing Linux/macOS administrators, including prerequisites and environment setup for non-Windows platforms.
  • Reference cross-platform tools and SDKs (such as Python, PowerCLI for Linux, or REST API usage) where possible.
  • Ensure screenshots and UI instructions are not Windows-specific, or provide Linux alternatives if applicable.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/deploy-vmware-cloud-director-availability-in-azure-vmware-solution.md ...e-cloud-director-availability-in-azure-vmware-solution.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page demonstrates a Windows/Azure bias by exclusively referencing Azure portal Run commands for deployment and management, with no mention of Linux-based tools, CLI alternatives, or cross-platform methods. All operational examples and instructions are centered around Azure portal and its Windows-centric Run command interface, with no parity for Linux users or those managing VMware environments outside Azure.
Recommendations
  • Provide equivalent Linux CLI or shell script examples for deploying and managing VMware Cloud Director Availability, such as using ovftool, PowerCLI (cross-platform), or REST API calls.
  • Mention and document how to perform installation and management tasks from Linux-based systems, including prerequisites and supported tools.
  • Include references to VMware Cloud Director Availability documentation for non-Azure, non-Windows environments, highlighting cross-platform options.
  • Clarify whether Run commands can be triggered via Azure CLI or REST API from Linux systems, and provide examples if possible.
  • Add troubleshooting and operational guidance for users who do not use the Azure portal or Windows-based management tools.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/deploy-zerto-disaster-recovery.md ...rticles/azure-vmware/deploy-zerto-disaster-recovery.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation page demonstrates a moderate Windows bias, particularly in its description of the Zerto Cloud Appliance (ZCA), which is exclusively a Windows VM and is required for certain Azure recovery scenarios. The ZCA section details Windows services and integration, while Linux equivalents are not mentioned or provided for these use cases. Although the core Zerto management and replication components (ZVMA, vRA) are Linux-based and described as such, there are no Linux-focused examples, installation steps, or troubleshooting guidance. Windows tooling is highlighted for Azure integration, and Windows-based patterns are described before or instead of Linux alternatives.
Recommendations
  • Provide explicit Linux-based deployment and configuration examples for Zerto components where applicable, especially for core management and replication tasks.
  • Clarify which disaster recovery scenarios require Windows-only tooling and which can be accomplished with Linux appliances, to help users plan cross-platform deployments.
  • Include troubleshooting and log collection guidance for Linux-based Zerto appliances, not just for Windows ZCA.
  • Offer parity in documentation by listing Linux and Windows requirements, steps, and limitations side-by-side where possible.
  • If possible, mention or link to any roadmap or alternatives for Linux-based Azure integration, or clarify the necessity of Windows tooling for certain scenarios.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/migrate-sql-server-standalone-cluster.md .../azure-vmware/migrate-sql-server-standalone-cluster.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page demonstrates a Windows bias by exclusively referencing Windows Server and Microsoft SQL Server on Windows, with no mention of Linux-based SQL Server deployments or migration scenarios. All examples, prerequisites, and tested configurations are Windows-centric, and only Windows tools (e.g., SQL Server Management Studio) are referenced for verification. There is no guidance for users running SQL Server on Linux or using Linux-based management tools.
Recommendations
  • Include tested configurations and migration steps for SQL Server running on Linux (e.g., Ubuntu, Red Hat) as source VMs.
  • Provide Linux-specific prerequisites, such as backup and verification commands using native Linux tools (e.g., systemctl, sqlcmd).
  • Add examples of accessing and verifying the migrated SQL Server instance using Linux-based tools (e.g., sqlcmd, Azure Data Studio on Linux).
  • Reference documentation for SQL Server on Linux and Linux VM migration best practices.
  • Clarify whether the migration steps are applicable to Linux-based SQL Server deployments and highlight any differences or additional considerations.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/tutorial-access-private-cloud.md ...articles/azure-vmware/tutorial-access-private-cloud.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation exclusively describes creating and using a Windows VM as the jump box for accessing Azure VMware Solution resources. All instructions, screenshots, and references are Windows-specific, with no mention of Linux alternatives or parity. The guidance for connecting to the VM and accessing vCenter Server and NSX Manager is tailored to Windows environments, and there are no examples or steps for Linux-based jump boxes.
Recommendations
  • Add instructions and screenshots for creating a Linux VM as a jump box, including recommended distributions (e.g., Ubuntu, CentOS).
  • Provide steps for connecting to the Linux VM (e.g., using SSH) and accessing vCenter Server and NSX Manager from a Linux browser.
  • Include parity in authentication and access guidance, such as using SSH keys for Linux VMs and browser recommendations for Linux.
  • Reference both Windows and Linux documentation for connecting to Azure VMs.
  • Update checklists and summaries to mention both Windows and Linux options for jump boxes.
GitHub Create Pull Request
Azure Vmware https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-vmware/includes/vcenter-access-identity-description.md ...vmware/includes/vcenter-access-identity-description.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by exclusively referencing Windows Server Active Directory for user and group management, mentioning Windows tools and patterns without providing Linux equivalents or examples. There are no instructions or references for integrating with Linux-based identity sources, nor are Linux-specific tools or workflows discussed.
Recommendations
  • Include examples and instructions for integrating Linux-based identity sources (e.g., OpenLDAP, FreeIPA) with vCenter Server.
  • Mention and provide parity for Linux tools and workflows when discussing identity management, not just Windows Server Active Directory.
  • Add sample commands or configuration steps for Linux environments, such as using LDAP/LDAPS from Linux servers.
  • Clarify that identity source integration is possible from non-Windows platforms and provide guidance for those scenarios.
GitHub Create Pull Request
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