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 26-50 of 412 flagged pages
Azure Vmware Trusted Launch for Azure VMware Solution ...re-vmware/configure-virtual-trusted-platform-module.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation demonstrates Windows bias by referencing Windows-specific security features (BitLocker, credential protection, malware prevention on Windows) before Linux equivalents, and by mentioning Windows guest OS support prior to Linux in the prerequisites. No Linux-specific security tooling (e.g., LUKS, dm-crypt) or configuration examples are provided, and the benefits and use cases focus on Windows scenarios.
Recommendations
  • Include Linux-specific security features that benefit from vTPM, such as LUKS/dm-crypt disk encryption, Secure Boot for Linux distributions, and Linux attestation tools.
  • Provide configuration examples or references for enabling and using vTPM with Linux guest operating systems.
  • List Linux guest OS support before or alongside Windows in prerequisites to avoid ordering bias.
  • Discuss Linux-specific migration scenarios and tooling in the 'Unsupported scenarios' section.
  • Balance references to Windows and Linux security benefits throughout the documentation.
GitHub Create Pull Request
Azure Vmware Configure VMware vSAN ...docs/blob/main/articles/azure-vmware/configure-vsan.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First
Summary
The documentation page demonstrates a bias toward Windows environments by exclusively providing examples using PowerShell cmdlets and Azure portal workflows, which are most familiar to Windows users. There is no mention of Linux command-line tools or workflows, nor are there Linux-specific examples for configuring vSAN. Windows prerequisites are listed before Linux, and related content references Windows Server AD integration, further reinforcing the Windows-centric approach.
Recommendations
  • Provide equivalent Linux command-line examples (e.g., using SSH, Bash, or VMware CLI tools) for each configuration task.
  • Include instructions for accessing and running vSAN configuration commands from Linux environments, such as using the vSphere CLI or REST APIs.
  • List Linux prerequisites and workflows alongside or before Windows examples to ensure parity.
  • Reference Linux identity sources and integration options in related content, not just Windows Server AD.
  • Clarify which tools and commands are cross-platform, and note any platform-specific differences or limitations.
GitHub Create Pull Request
Azure Vmware Deploy Arc-enabled VMware vSphere for Azure VMware Solution private cloud ...s/azure-vmware/deploy-arc-for-azure-vmware-solution.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation page demonstrates a moderate Windows bias. In the onboarding section, Windows/PowerShell instructions are presented before Linux equivalents, and the need to bypass PowerShell execution policy is highlighted. File paths in configuration examples use Windows-style (C:\Users\...), and proxy certificate instructions reference Windows locations. While Linux instructions are present, they are secondary and less detailed. There is also a focus on Windows Server and SQL Server benefits in Azure, with no mention of Linux VM use cases or parity.
Recommendations
  • Present Linux and Windows instructions in parallel or with equal prominence, rather than Windows-first.
  • Use OS-agnostic file path examples (e.g., /home/user/sampleUser.sslProxy.crt or generic placeholders) in configuration samples.
  • Include explicit Linux use cases and benefits (e.g., managing Linux VMs, guest management for Linux, parity with Windows features).
  • Ensure that all tooling and script instructions are equally detailed for both platforms.
  • Avoid referencing Windows-specific tools or patterns unless there is no Linux equivalent, and provide alternatives where possible.
GitHub Create Pull Request
Azure Vmware vCenter Server access and identity description ...vmware/includes/vcenter-access-identity-description.md
High Priority View Details →
Scanned: 2026-01-12 00:00
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, without mentioning or providing examples for Linux-based identity solutions (such as OpenLDAP). The documentation also refers to Windows tools and patterns first and does not provide Linux equivalents or alternatives.
Recommendations
  • Include references to Linux-based identity sources (e.g., OpenLDAP) and explain how they can be integrated, if supported.
  • Provide examples or guidance for configuring user and group management using non-Windows identity providers.
  • Ensure that documentation does not assume Windows Server Active Directory as the only or primary solution; mention alternatives where applicable.
  • If certain features are only available with Windows tools, explicitly state this and clarify any limitations for Linux users.
GitHub Create Pull Request
Azure Vmware Install Cloud Backup for Virtual Machines .../azure-vmware/install-cloud-backup-virtual-machines.md
High Priority View Details →
Scanned: 2026-01-12 00:00
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 Azure portal 'Run command' workflows and PowerShell-style cmdlets (e.g., Install-NetAppCBSA, Invoke-UpgradeNetAppCBSAppliance), with no mention of Linux CLI, shell, or automation alternatives. All operational steps are described using Windows-centric tools and patterns, and there are no examples or guidance for Linux users or administrators who may prefer command-line or automation via bash, SSH, or REST API.
Recommendations
  • Provide equivalent Linux CLI or shell-based instructions for installation, upgrade, and uninstallation steps, such as using Azure CLI, REST API, or SSH.
  • Include examples of how to automate these tasks from Linux environments, such as bash scripts or Ansible playbooks.
  • Mention cross-platform tools and clarify whether the 'Run command' workflow is accessible via non-Windows environments.
  • Add notes or sections specifically addressing Linux administrators, including troubleshooting and operational tips relevant to Linux.
  • Ensure parity in screenshots and field descriptions, showing how the process appears or is executed from Linux or cross-platform interfaces.
GitHub Create Pull Request
Azure Vmware Migrate Microsoft SQL Server Always On Availability Group to Azure VMware Solution ...are/migrate-sql-server-always-on-availability-group.md
High Priority View Details →
Scanned: 2026-01-12 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 oriented toward Windows environments, specifically Windows Server and Microsoft SQL Server Always On Availability Groups, which are only supported on Windows. All examples, tooling, and configuration steps reference Windows Server Failover Clustering, SQL Server Management Studio (SSMS), and Windows-based clustering concepts. There are no Linux equivalents, examples, or alternative approaches mentioned, and all references to clustering, quorum, and migration are Windows-centric.
Recommendations
  • Explicitly state that SQL Server Always On Availability Groups are only supported on Windows, and clarify if there are any Linux-based alternatives or similar high-availability solutions for SQL Server on Linux.
  • If Linux-based SQL Server deployments are supported in Azure VMware Solution, provide a parallel section or note describing the migration process for those environments, including any differences in tooling or steps.
  • Include references to Linux tools (such as sqlcmd or Azure Data Studio) where applicable, or clarify their (in)applicability in this scenario.
  • Where Windows-specific tools or concepts are used (e.g., Failover Cluster, SSMS), briefly mention that these are not available on Linux and suggest alternative approaches or documentation for Linux users if relevant.
  • Add a note in the prerequisites or introduction to acknowledge the Windows-centric nature of the guide and direct Linux users to appropriate resources if available.
GitHub Create Pull Request
Azure Vmware Monitor and protect VMs with Azure native services ...ticles/azure-vmware/integrate-azure-native-services.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates a subtle Windows bias. Windows-specific concepts (such as registry and Microsoft services) are mentioned before Linux equivalents, and Windows terminology is more prominent. While Linux is referenced (e.g., Linux daemons), there are no concrete Linux command-line examples for monitoring or extension installation, and the only explicit Linux instruction is for sudoers configuration. No Linux-specific monitoring or troubleshooting tools are discussed, and the focus is on Azure portal GUI steps, which may be more familiar to Windows administrators.
Recommendations
  • Provide parallel Linux and Windows examples for monitoring, extension installation, and troubleshooting (e.g., show both PowerShell and Bash/CLI commands).
  • Mention Linux-specific monitoring targets (e.g., systemd services, log files) alongside Windows registry and services.
  • Include Linux command-line instructions for installing and verifying Azure extensions, not just sudoers configuration.
  • Balance the order of presentation so that Linux and Windows are given equal prominence when discussing supported platforms and features.
  • Reference Linux-native tools and patterns (e.g., journalctl, systemctl) where appropriate.
GitHub Create Pull Request
Azure Vmware Migrate SQL Server Failover cluster to Azure VMware Solution ...es/azure-vmware/migrate-sql-server-failover-cluster.md
High Priority View Details →
Scanned: 2026-01-12 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 focused on Windows Server Failover Clustering and SQL Server on Windows. All examples, procedures, and screenshots reference Windows Server tools (e.g., Failover Cluster Manager, SQL Server Management Studio) and Windows-specific clustering concepts. There are no examples, mentions, or guidance for Linux-based SQL Server clusters or cross-platform scenarios.
Recommendations
  • Include guidance or at least a note for users running SQL Server on Linux, clarifying if the procedure is applicable or not.
  • Add examples or references for migrating Linux-based SQL Server clusters, if supported, or explicitly state limitations.
  • Mention Linux equivalents (such as Pacemaker for clustering) where appropriate, or explain why only Windows Server Failover Clustering is covered.
  • Provide parity in tooling instructions, e.g., mention Linux command-line tools or management interfaces if relevant.
  • If the migration process is fundamentally different or unsupported for Linux, make this clear early in the documentation.
GitHub Create Pull Request
Azure Vmware Migrate Microsoft SQL Server Standalone to Azure VMware Solution .../azure-vmware/migrate-sql-server-standalone-cluster.md
High Priority View Details →
Scanned: 2026-01-12 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 focused on Windows environments, specifically Windows Server and Microsoft SQL Server. All examples, prerequisites, and tested configurations reference only Windows Server editions, with no mention of Linux-based SQL Server deployments or migration scenarios. Tools and best practices referenced are Windows-centric (e.g., SQL Server Management Studio, Windows Server Failover Clustering), and there are no Linux equivalents or alternative instructions provided.
Recommendations
  • Include tested configurations and migration steps for SQL Server running on Linux (e.g., Ubuntu, Red Hat) to ensure parity.
  • Provide Linux-specific prerequisites, such as backup procedures and network configuration steps for Linux VMs.
  • Add examples using Linux tools (e.g., sqlcmd, Azure Data Studio) for post-migration verification.
  • Reference Linux clustering solutions (e.g., Pacemaker, Corosync) where applicable.
  • Link to relevant Linux documentation for SQL Server and clustering.
  • Clarify whether the migration process is supported for Linux-based SQL Server instances and, if so, provide guidance.
GitHub Create Pull Request
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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page demonstrates a strong Windows bias. All configuration examples for backend web servers use Windows Server 2016 and Internet Information Services (IIS), with setup instructions provided exclusively via PowerShell commands. There are no Linux-based examples, nor are Linux web server tools (such as Apache or Nginx) mentioned. The use of Windows tools and patterns is exclusive and presented as the default, with no parity for Linux environments.
Recommendations
  • Add parallel examples using Linux VMs (e.g., Ubuntu or CentOS) as backend servers.
  • Include setup instructions for popular Linux web servers such as Apache (httpd) and Nginx, using bash commands.
  • Present Linux configuration examples alongside Windows examples, or alternate their order to avoid Windows-first bias.
  • Explicitly mention that both Windows and Linux VMs are supported as backend pools for Application Gateway.
  • Provide troubleshooting and validation steps for Linux-based web servers, not just IIS/Windows.
  • Reference cross-platform tools and commands where possible, or clarify OS-specific instructions.
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: 2026-01-12 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 towards Windows environments. All examples, instructions, and credential requirements are specific to Windows guest OS, with explicit statements that Linux guest OS restore is not supported. Windows tools, patterns (e.g., UNC paths, administrator account requirements), and terminology are used exclusively, with no Linux equivalents or guidance. Linux users are only told they can manually restore files after attaching a VMDK, with no further detail or parity in workflow.
Recommendations
  • Add explicit instructions or examples for manual file restore from Linux guest OS after VMDK attachment, including recommended tools (e.g., mount, guestmount, etc.).
  • Clarify limitations and provide guidance for Linux users, such as steps to mount VMDK on a Linux system and copy files.
  • Where possible, support automated or wizard-based file restore for Linux guest OS, or document alternative workflows.
  • Include credential and access patterns relevant to Linux (e.g., root, sudo, SSH keys) alongside Windows examples.
  • Avoid language that implies Windows is the only supported or primary platform; clearly state platform limitations and roadmap for Linux support.
GitHub Create Pull Request
Azure Vmware Enable first-party application service principal for Azure VMware Solution Generation 2 Private Clouds .../azure-vmware/native-first-party-principle-security.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First 🔧 Windows Tools
Summary
The documentation provides step-by-step instructions for enabling the service principal using the Microsoft Entra ID portal (GUI), Azure PowerShell, and Azure CLI. The PowerShell example is detailed and appears before the CLI example, which may indicate a Windows-first and PowerShell-heavy bias. PowerShell is a Windows-centric tool, and its prominence over cross-platform CLI options suggests a preference for Windows tooling. There are no explicit Linux-specific instructions, nor are there mentions of Linux shell environments or alternative Linux-native tools.
Recommendations
  • Present Azure CLI examples before PowerShell examples, as Azure CLI is cross-platform and more accessible to Linux users.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide guidance for Linux users where appropriate.
  • Add troubleshooting notes or examples for common Linux shell environments (e.g., bash) if relevant.
  • Consider including references to automation via Linux shell scripts or integration with Linux-based CI/CD pipelines.
  • Avoid implying PowerShell is the default or preferred method unless there is a technical reason.
GitHub Create Pull Request
Azure Vmware Remove Arc-enabled Azure VMware Solution vSphere resources from Azure ...led-azure-vmware-solution-vsphere-resources-from-azure.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Powershell Heavy
Summary
The documentation presents Windows uninstall instructions before Linux, and references Windows-specific tools (Control Panel, Programs and Features) in detail. The Linux instructions are less detailed and grouped together, while the Windows steps are more granular and described first. There is a general tendency to present Windows patterns and terminology before Linux equivalents.
Recommendations
  • Present Linux and Windows uninstall instructions in parallel or in separate, equally detailed sections, alternating which OS is presented first in different documentation pages.
  • Provide more detailed Linux instructions, including common troubleshooting steps and file locations to remove residual agent files, similar to the Windows instructions.
  • Avoid using Windows-centric terminology (e.g., Control Panel) without providing equivalent Linux context (e.g., package manager, service management).
  • Include screenshots or step-by-step guidance for Linux environments, not just Windows.
  • Explicitly mention parity of features and steps between Windows and Linux, and clarify any OS-specific differences.
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: 2026-01-12 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 demonstrates a strong Windows bias. All VM creation and management instructions reference Windows Server, with no mention of Linux alternatives. Disk attachment and management examples are exclusively for Windows VMs. The installation steps, prerequisites, and backup/restore scenarios are tailored to Windows environments, including references to Windows-specific tools (e.g., ReFS, VSS, Windows Update, PowerShell for SSRS configuration). There are no Linux-specific examples, instructions, or parity in tooling or process, despite brief mentions that Linux VMs are supported for application-consistent backups via scripts.
Recommendations
  • Add explicit instructions and examples for deploying Azure Backup Server on Linux-based VMs, if supported.
  • Provide parity in disk attachment and management documentation for Linux VMs (e.g., using Azure CLI or portal for Linux, mounting disks, file system recommendations).
  • Include Linux-specific backup/restore scenarios, including how to achieve application-consistent backups (with sample pre/post scripts).
  • Reference Linux equivalents for tools and processes (e.g., ext4/xfs file systems, cron jobs for updates, Linux authentication and domain join instructions if applicable).
  • If Azure Backup Server is Windows-only, clarify this limitation early in the documentation and provide guidance for Linux VM backup alternatives.
GitHub Create Pull Request
Azure Vmware Azure Hybrid Benefit for Windows Server, SQL Server, or Linux subscriptions ...ain/articles/azure-vmware/sql-server-hybrid-benefit.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page, while mentioning Linux subscriptions in the title and description, focuses almost exclusively on Windows Server and SQL Server use cases, licensing, and migration scenarios. All examples and next steps are centered around Microsoft SQL Server and Windows Server, with no concrete examples, instructions, or migration paths provided for Linux workloads or tools. Windows technologies and patterns (e.g., Windows Server Failover Cluster, SQL Server licensing) are discussed in detail, whereas Linux equivalents are absent.
Recommendations
  • Add concrete examples and migration scenarios for Linux workloads, such as migrating Linux-based databases (e.g., MySQL, PostgreSQL) to Azure VMware Solution.
  • Include instructions and licensing details for applying Azure Hybrid Benefit to Linux subscriptions, with step-by-step guides.
  • Provide parity in 'Next steps' by listing Linux-specific guides (e.g., configuring Linux clustering solutions, enabling hybrid benefit for Linux VMs).
  • Mention Linux tools and patterns (e.g., Pacemaker, Corosync for clustering) alongside Windows equivalents.
  • Ensure that Linux is not only referenced in the title/description but also receives equal coverage in the main content and examples.
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: 2026-01-12 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 examples, screenshots, and instructions are Windows-centric, with no mention of Linux alternatives or parity. References to connecting to the VM and authentication are tailored to Windows, and no Linux VM or SSH-based access patterns are discussed.
Recommendations
  • Add instructions and examples for creating a Linux VM as a jump box, including relevant screenshots.
  • Provide guidance for connecting to the Linux VM (e.g., via SSH) and accessing vCenter Server and NSX Manager from Linux-based browsers.
  • Mention Linux authentication options (e.g., SSH keys) alongside Windows password authentication.
  • Ensure parity in troubleshooting and connectivity documentation for both Windows and Linux jump boxes.
  • Explicitly state that either Windows or Linux VMs can be used as jump boxes, and discuss pros/cons or considerations for each.
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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates a bias toward Windows by exclusively referencing PowerShell cmdlets and not providing any Linux or cross-platform CLI examples. The term 'cmdlet' is specific to PowerShell, a Windows-centric tool, and there is no mention of Bash, shell scripts, or Linux-native tooling. All operational instructions and screenshots are based on the Azure portal UI or PowerShell concepts, with no guidance for Linux users.
Recommendations
  • Provide equivalent examples using Azure CLI or Bash scripts where possible, especially for Run Command operations.
  • Clarify whether Run Command supports only PowerShell or if Linux shell scripts are also supported; if so, include Linux examples.
  • Use more platform-neutral language (e.g., 'command' instead of 'cmdlet') where appropriate.
  • Add a section or note for Linux/macOS users explaining how to perform similar tasks from their environments, including any prerequisites or limitations.
  • If PowerShell Core (cross-platform) is supported, explicitly mention it and provide examples for both Windows and Linux terminals.
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: 2026-01-12 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 command-line equivalents, Bash scripting, or cross-platform tooling. All examples and instructions are tailored to Windows-centric workflows, such as PowerShell cmdlets and Azure portal navigation, without providing parity for Linux users or alternative approaches. This creates a bias towards Windows environments and may hinder Linux administrators from efficiently following the guidance.
Recommendations
  • Provide equivalent Linux/Bash command-line examples for each operation, using tools like Azure CLI, SSH, or REST API where possible.
  • Explicitly mention whether the Run Commands can be executed from Linux environments and, if so, how (e.g., via Azure CLI, REST API, or other cross-platform tools).
  • Include references to Linux-friendly automation and scripting approaches, such as Bash scripts or Ansible playbooks.
  • Clarify any platform-specific requirements or limitations, and ensure instructions are not solely focused on Windows/PowerShell.
  • Add a section comparing Windows and Linux workflows for managing VMware HCX in Azure, highlighting similarities and differences.
GitHub Create Pull Request
Azure Vmware Configure VMware vSAN ESA .../blob/main/articles/azure-vmware/configure-vsan-esa.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation page demonstrates Windows bias by exclusively referencing Windows-centric tools and patterns, such as PowerShell cmdlets (e.g., Set-vSANDataInTransitEncryption), and Azure portal workflows. There are no examples or instructions for Linux users, nor are Linux command-line tools or automation methods mentioned. Windows terminology (e.g., Windows Server Failover Clusters) is present, and Windows tools are referenced before any cross-platform alternatives.
Recommendations
  • Provide equivalent Linux command-line examples using VMware's CLI tools (e.g., ESXCLI, PowerCLI for Linux, or REST API calls).
  • Include instructions for configuring vSAN ESA features via Linux shells or scripts, not just PowerShell or Azure portal.
  • Mention and link to cross-platform management tools and clarify which steps are OS-agnostic.
  • Add notes or tables showing feature parity and differences between Windows and Linux management approaches.
  • Avoid assuming the use of Windows environments; explicitly state when steps are platform-specific.
GitHub Create Pull Request
Azure Vmware Remove Arc-enabled Azure VMware Solution vSphere resources from Azure ...led-azure-vmware-solution-vsphere-resources-from-azure.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Powershell Heavy
Summary
The documentation presents Windows uninstall instructions before Linux, uses Windows-centric tools (Control Panel, folder paths), and generally describes steps in a way that assumes familiarity with Windows environments. Linux instructions are present but less detailed and appear after Windows examples.
Recommendations
  • Present Linux and Windows uninstall instructions in parallel or in separate, equally prominent sections.
  • Provide more detailed Linux instructions, including how to verify removal and handle common issues.
  • Avoid Windows-centric terminology (e.g., Control Panel, C:\ paths) in general guidance; clarify when steps are OS-specific.
  • Include troubleshooting steps for both Windows and Linux environments.
  • Ensure that all command-line instructions are given equal prominence for both platforms.
GitHub Create Pull Request
Azure Vmware Architecture - API Management ...n/articles/azure-vmware/architecture-api-management.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by referencing management tools such as PowerShell and the Azure portal, both of which are more commonly associated with Windows environments. There are no examples or mentions of Linux-native tools or command-line interfaces (such as Bash, Azure CLI, or automation via Linux shell scripts). The documentation does not provide parity for Linux users in terms of management or automation examples.
Recommendations
  • Include Azure CLI examples alongside PowerShell for all management and automation tasks.
  • Explicitly mention that Azure portal and Azure CLI are cross-platform, and provide guidance for Linux users.
  • Add references to Linux-compatible automation tools (e.g., Bash scripts, Ansible) for managing API Management resources.
  • Ensure diagrams and workflow descriptions do not imply exclusive use of Windows-based tools.
  • Provide links to documentation on managing Azure VMware Solution and API Management from Linux environments.
GitHub Create Pull Request
Azure Vmware Azure VMware Solution known issues ...les/azure-vmware/azure-vmware-solution-known-issues.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page for Azure VMware Solution known issues demonstrates a Windows bias primarily through the exclusive use of PowerShell cmdlets (e.g., Set-vSANCompressDedupe, Set-Tools-Repo) for remediation steps, without mentioning Linux equivalents or alternative CLI methods. No Linux shell commands, tools, or remediation patterns are provided, and the documentation assumes familiarity with Windows-centric tooling and workflows. This may hinder Linux administrators or those operating in heterogeneous environments from easily applying fixes or understanding remediation steps.
Recommendations
  • Provide Linux shell (bash) equivalents for all PowerShell cmdlet examples, where possible (e.g., using VMware CLI tools like govc, ovftool, or direct vSphere API calls).
  • Include references to cross-platform tools and methods (such as REST API calls, Python scripts, or VMware CLI utilities) alongside PowerShell commands.
  • Explicitly mention platform requirements or limitations for each remediation step (e.g., 'Set-Tools-Repo requires PowerShell; Linux users can use X').
  • Add notes or links to VMware documentation on performing similar operations from Linux environments.
  • Ensure that remediation instructions do not assume the administrator is using Windows, and provide parity for Linux-based workflows.
GitHub Create Pull Request
Azure Vmware Configure DNS forwarder for Azure VMware Solution ...es/azure-vmware/configure-dns-azure-vmware-solution.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page demonstrates Windows bias by providing only PowerShell/PowerCLI examples for DNS verification, referencing Windows-centric tools and patterns, and omitting equivalent Linux or cross-platform CLI examples. The verification section is exclusively focused on PowerCLI, with no mention of Linux utilities (e.g., dig, nslookup) or how to perform similar operations from a Linux environment. Throughout, the documentation assumes familiarity with Windows tooling and does not offer parity for Linux administrators.
Recommendations
  • Add Linux CLI examples for verifying DNS resolution, such as using 'dig' or 'nslookup' from a Linux VM connected to the NSX-T DNS Forwarder.
  • Include instructions for connecting to NSX-T Manager and performing DNS lookups from Linux or macOS environments, not just PowerCLI.
  • Reference cross-platform tools and APIs (e.g., REST API calls via curl or Python) for DNS verification and management.
  • Ensure that screenshots and step-by-step guides are not solely based on Windows environments or tooling.
  • Explicitly state that the procedures are platform-agnostic where possible, and highlight any platform-specific requirements.
GitHub Create Pull Request
Azure Vmware Back up Azure VMware Solution VMs with Azure Backup Server ...mware/backup-azure-vmware-solution-virtual-machines.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First Missing Linux Example
Summary
The documentation is heavily biased towards Windows environments. All instructions, screenshots, and examples assume the use of Azure Backup Server running on Windows, including Windows-specific tools (Registry Editor, Certificate Import Wizard, file explorer actions, etc.). There are no Linux equivalents or alternative instructions for performing these tasks on Linux systems, nor is there any mention of Linux-based backup server support. The only individual file recovery option is for Windows VMs, with no mention of Linux VM file recovery.
Recommendations
  • Clarify whether Azure Backup Server can be installed and operated on Linux systems. If not, explicitly state Windows-only support.
  • If Linux support exists, provide parallel instructions for certificate import, TLS configuration, and other setup steps using Linux tools (e.g., openssl, update-ca-certificates, etc.).
  • Include examples of recovering individual files from Linux VMs, or state limitations if this is not supported.
  • Add notes or sections for Linux administrators, including any required prerequisites or alternative workflows.
  • Where possible, use platform-neutral language and highlight any OS-specific requirements early in the documentation.
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Azure Vmware Use Azure VMware Solution with Azure Elastic SAN ...n/articles/azure-vmware/configure-azure-elastic-san.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example 🔧 Windows Tools
Summary
The documentation page demonstrates a Windows bias by referencing Azure PowerShell and Azure portal as primary tools for resource creation and management, with Azure CLI mentioned but not emphasized. All procedural examples and screenshots are based on the Azure portal GUI, which is most familiar to Windows users. There are no Linux-specific command-line examples, nor are Linux-native tools or workflows discussed. The documentation does not provide parity for Linux administrators who may prefer bash scripting, Linux CLI tools, or automation outside of PowerShell.
Recommendations
  • Include explicit Linux command-line examples using Azure CLI for all major operations (creating Elastic SAN, configuring endpoints, resizing datastores, etc.).
  • Provide bash script snippets for common tasks to complement PowerShell examples.
  • Mention and link to Linux-native tools or automation options where applicable.
  • Ensure that references to Azure PowerShell and portal are balanced with Azure CLI and REST API instructions.
  • Add screenshots or walkthroughs of operations performed from Linux environments (e.g., Azure CLI in a bash terminal).
  • Clarify that all steps can be performed from Linux systems and highlight any platform-specific considerations.
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