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 1-25 of 412 flagged pages
Azure Vmware Migrate Microsoft SQL Server Standalone to Azure VMware Solution .../azure-vmware/migrate-sql-server-standalone-cluster.md
High Priority View Details →
Scanned: 2026-01-14 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 procedures (e.g., SQL Server Management Studio, Windows Server Failover Clustering) are Windows-centric, and Linux alternatives are not discussed or referenced.
Recommendations
  • Include tested configurations and migration steps for SQL Server running on Linux (e.g., Ubuntu, RHEL) to Azure VMware Solution.
  • Provide examples using Linux-native tools (e.g., sqlcmd, Azure Data Studio) for post-migration validation.
  • Reference Linux clustering solutions (e.g., Pacemaker) where relevant, and discuss migration considerations for those environments.
  • Add documentation links for SQL Server on Linux and Linux server administration.
  • Clarify whether the migration process is applicable to Linux-based SQL Server instances, and note any differences or limitations.
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: 2026-01-14 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 is heavily focused on Windows Server Failover Clustering and SQL Server, with all examples, screenshots, and tooling references specific to Windows environments (Failover Cluster Manager, SQL Server Management Studio). There are no Linux or cross-platform alternatives discussed, and the prerequisites, migration steps, and troubleshooting are all tailored to Windows-only scenarios. Linux-based SQL Server clusters (e.g., Pacemaker) or cross-platform migration considerations are absent.
Recommendations
  • Add a section or note clarifying that the procedure is specific to Windows Server Failover Clustering and SQL Server on Windows, and mention whether Linux-based SQL Server clusters are supported or not.
  • If Azure VMware Solution supports Linux-based SQL Server clusters (e.g., using Pacemaker), provide equivalent migration steps, tooling references, and screenshots for those environments.
  • Include Linux-specific prerequisites and considerations (e.g., handling of shared storage, cluster manager configuration, network extension).
  • Reference Linux documentation and best practices for SQL Server clustering and migration.
  • If only Windows is supported, make this explicit early in the document to set expectations for Linux/macOS users.
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: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First Missing Linux Example
Summary
The documentation is heavily Windows-centric, with all instructions, screenshots, and examples assuming the use of Azure Backup Server on Windows. Steps such as certificate import, registry edits for TLS, and backup/restore operations are described exclusively with Windows GUI tools and workflows. There is no mention of Linux or macOS equivalents, nor any guidance for users on non-Windows platforms.
Recommendations
  • Clarify early in the documentation whether Azure Backup Server is supported only on Windows, and if so, explicitly state this requirement.
  • If Linux/macOS support is possible, provide equivalent instructions for certificate management (e.g., using openssl, keytool, or Linux GUI tools) and TLS configuration.
  • Include command-line alternatives for tasks currently described with Windows GUI (e.g., importing certificates via certutil or openssl).
  • If Azure Backup Server is Windows-only, suggest alternative backup solutions for Linux/macOS users managing Azure VMware Solution VMs.
  • Add a comparison table or section outlining platform support and limitations.
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: 2026-01-14 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 environments, specifically referencing Windows Server Failover Clustering, SQL Server Management Studio (SSMS), and Windows-based quorum mechanisms. All examples, procedures, and referenced tools are Windows-centric, with no mention of Linux-based SQL Server deployments, Linux clustering solutions, or cross-platform management tools. This creates friction for users running SQL Server on Linux or seeking platform-agnostic guidance.
Recommendations
  • Include guidance for SQL Server Always On Availability Groups running on Linux (supported since SQL Server 2017), including prerequisites and migration steps.
  • Provide examples using Linux-based tools (e.g., sqlcmd, mssql-conf) and clustering solutions (e.g., Pacemaker).
  • Reference Linux documentation for SQL Server and clustering alongside Windows links in the 'Next steps' section.
  • Clarify which steps are Windows-specific and offer Linux alternatives where possible.
  • Add notes or sections for hybrid environments (Windows/Linux mixed clusters) if supported.
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: 2026-01-14 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 instructions, examples, and credential requirements are specific to Windows guest OS, with explicit statements that Linux guest OS restore is not supported. No Linux-specific tools, workflows, or examples are provided, and Windows terminology and patterns (e.g., UNC paths, 'Administrator' account) are used exclusively.
Recommendations
  • Add support and documentation for restoring files from Linux guest OS, including step-by-step instructions.
  • Provide Linux-specific examples and workflows, such as mounting VMDK disks on Linux and restoring files using Linux tools.
  • Clarify credential requirements and restore procedures for Linux VMs, if/when supported.
  • If Linux restore is not supported, clearly state this limitation in the introduction and provide guidance or references for manual Linux file recovery.
  • Consider parity in terminology and examples (e.g., show both Windows UNC paths and Linux mount points where applicable).
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: 2026-01-14 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, examples, and referenced tools are centered on Windows environments. The VM setup explicitly uses Windows Server, disk attachment instructions reference Windows VMs only, and all installation steps assume a Windows OS. Powershell is used for configuration checks, and there is no mention of Linux or macOS equivalents, nor guidance for deploying Azure Backup Server on non-Windows platforms.
Recommendations
  • Add explicit guidance for deploying Azure Backup Server on Linux-based VMs, if supported, or clarify Windows-only support.
  • Provide disk attachment instructions for Linux VMs, including links to relevant Azure documentation.
  • Include Linux/macOS command-line equivalents for Powershell examples, or note limitations if not supported.
  • State OS requirements and limitations clearly at the beginning of the document.
  • If Azure Backup Server is Windows-only, suggest alternative backup solutions for Linux/macOS users.
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: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First Missing Linux Example
Summary
The documentation is heavily biased towards Windows environments. All instructions, screenshots, and procedures assume the use of Azure Backup Server running on Windows. Critical steps such as certificate import, registry modifications for TLS, and backup/restore operations are described exclusively using Windows tools and UI (e.g., Certificate Import Wizard, Windows Registry Editor, right-click context menus). There are no Linux/macOS equivalents, CLI alternatives, or cross-platform guidance. The individual file restore feature is explicitly limited to Windows VMs.
Recommendations
  • Provide Linux/macOS equivalents for certificate import (e.g., using openssl, update-ca-certificates, or keytool).
  • Offer CLI-based instructions for critical steps (e.g., registry/TLS settings, backup/restore operations) that could be adapted for non-Windows environments.
  • Clarify platform requirements for Azure Backup Server and note any limitations for Linux/macOS users up front.
  • If Azure Backup Server is Windows-only, suggest alternative backup solutions for Linux/macOS users or reference cross-platform tools.
  • Include examples and screenshots for Linux-based VMs and backup/restore scenarios.
  • Explicitly state when features (like individual file restore) are Windows-only and provide parity or alternatives for Linux VMs.
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: 2026-01-13 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 is heavily focused on Windows-based SQL Server Failover Cluster Instances, with all examples and procedures referencing Windows Server, Windows Server Failover Cluster Manager, and SQL Server Management Studio. There are no references to Linux-based SQL Server clusters, Linux tools, or alternative procedures for non-Windows environments. All screenshots and step-by-step instructions are Windows-centric, and prerequisites and recommendations are tailored exclusively for Windows Server deployments.
Recommendations
  • Include guidance for migrating SQL Server clusters running on Linux (e.g., Pacemaker/Corosync clusters) to Azure VMware Solution.
  • Provide Linux-specific prerequisites, such as commands for recording cluster configuration and managing cluster services.
  • Add examples using Linux tools (e.g., systemctl, pcs, SQL Server on Linux management tools) alongside Windows tools.
  • Clarify whether the migration procedure is applicable to Linux-based SQL Server clusters, and if not, explicitly state the limitation.
  • Offer parity in screenshots and step-by-step instructions for Linux environments where supported.
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: 2026-01-13 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 SQL Server, with all examples, procedures, and tooling referencing Windows-only technologies (e.g., Windows Server Failover Cluster, SQL Server Management Studio). There are no Linux or cross-platform alternatives mentioned, and all guidance assumes a Windows-based SQL Server deployment.
Recommendations
  • Explicitly state that the procedure is only applicable for Windows-based SQL Server deployments, or clarify Linux is unsupported if that is the case.
  • If Linux-based SQL Server Always On Availability Groups are supported, add parallel instructions and examples for Linux environments, including relevant tools (e.g., sqlcmd, Linux clustering solutions).
  • Reference Linux documentation and best practices for SQL Server on Linux and clustering.
  • Include notes on differences or limitations for Linux users, if any.
  • Add links to cross-platform SQL Server management tools (e.g., Azure Data Studio) and clarify their usage where appropriate.
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: 2026-01-13 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, with no mention of Linux-based SQL Server deployments or migration procedures. All examples, prerequisites, and validation steps assume a Windows OS, and tools like SQL Server Management Studio (Windows-only) are referenced exclusively. There are no instructions or considerations for Linux or cross-platform SQL Server instances.
Recommendations
  • Add guidance for migrating SQL Server instances running on Linux (supported since SQL Server 2017).
  • Include examples and validation steps using cross-platform tools (e.g., Azure Data Studio, sqlcmd) instead of only SQL Server Management Studio.
  • Reference Linux-specific best practices for SQL Server configuration and migration.
  • Mention differences in migration steps, prerequisites, and downtime considerations for Linux-based SQL Server deployments.
  • Provide links to Linux SQL Server documentation and VMware migration guides for Linux VMs.
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: 2026-01-13 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 notable Windows bias. All VM creation and disk attachment instructions reference Windows VMs and Windows-specific Azure portal tutorials. There are no Linux-based examples or guidance for deploying Azure Backup Server on Linux VMs. Disk attachment instructions and references to file systems (ReFS) are Windows-centric. Powershell is used for SSRS configuration checks, with no mention of Linux alternatives. The installation steps, prerequisites, and screenshots are all tailored to Windows environments, leaving Linux users without direct guidance.
Recommendations
  • Add explicit instructions and examples for deploying Azure Backup Server on Linux VMs, if supported.
  • Include Linux disk attachment tutorials and reference Linux file systems (such as ext4 or xfs) where appropriate.
  • Provide parity in screenshots and step-by-step guides for Linux environments.
  • Offer command-line alternatives using Bash or other Linux-native tools for configuration and checks, alongside Powershell.
  • Clarify OS support for Azure Backup Server and, if Windows-only, state this clearly at the beginning of the documentation.
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: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows Only Missing Linux Example 🔧 Windows Tools
Summary
The documentation is heavily biased toward Windows environments. All instructions, prerequisites, and examples are specific to Windows guest OS, with explicit statements that Linux guest OS restore is not supported. There are no Linux or macOS examples, tools, or guidance, and the only workaround for Linux is manual file recovery after VMDK attachment, which is not documented. The documentation assumes use of Windows credentials, Windows file sharing (UNC paths), and Windows administrative patterns throughout.
Recommendations
  • Document a clear, step-by-step process for manually restoring files from a VMDK attached to a Linux guest OS, including mounting instructions and file copy commands.
  • Provide parity in credential configuration for Linux VMs, including guidance for SSH or sudo access.
  • Offer examples for Linux file systems (ext4, xfs) and restore scenarios, including handling of permissions and ownership.
  • Clarify limitations and suggest alternative backup/restore solutions for Linux guests if full parity cannot be achieved.
  • Avoid Windows-only terminology (e.g., UNC paths, 'Administrator' account) in general instructions; use OS-neutral language where possible.
GitHub Create Pull Request
Azure Vmware Deploy VMware Cloud Director Availability in Azure VMware Solution ...e-cloud-director-availability-in-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 Missing Linux Example 🔧 Windows Tools
Summary
The documentation focuses exclusively on Azure portal Run commands for deploying and managing VMware Cloud Director Availability, which are Windows-centric tools. There are no examples or instructions for Linux-based management, CLI, or automation, nor are Linux-native tools or patterns mentioned. All operational guidance assumes use of the Azure portal and its Run commands, which are primarily accessed from Windows environments.
Recommendations
  • Add equivalent Linux CLI or automation examples, such as using Azure CLI, PowerShell Core (cross-platform), or REST API calls that can be executed from Linux systems.
  • Document how to deploy and manage VMware Cloud Director Availability using Linux-based tools or scripts, including SSH, Ansible, or Terraform.
  • Include instructions for accessing and managing VMware Cloud Director Availability from Linux workstations, not just via the Azure portal.
  • Explicitly mention cross-platform compatibility for Run commands and clarify if they can be executed from Linux environments.
  • Provide parity in troubleshooting and operational examples for both Windows and Linux users.
GitHub Create Pull Request
Azure Vmware Deploy Traffic Manager to balance Azure VMware Solution workloads ...ure-vmware/deploy-traffic-manager-balance-workloads.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Missing Linux Example Windows First
Summary
The documentation page demonstrates a Windows bias by exclusively referencing Microsoft IIS Servers as backend pool members, with no mention of Linux-based alternatives (e.g., Apache, Nginx). All examples and screenshots focus on Windows-centric tools and environments (IIS, vSphere, NSX), and there are no instructions or examples for deploying or verifying Linux web servers. This may lead Linux users to feel unsupported or unclear about how to adapt the guidance for their environments.
Recommendations
  • Include examples and screenshots showing Linux-based web servers (such as Apache or Nginx) as backend pool members.
  • Explicitly mention that backend pool members can be running on Linux VMs, and provide configuration steps for popular Linux web servers.
  • Add verification steps for Linux VMs, such as using SSH or Linux command-line tools to confirm connectivity and configuration.
  • Clarify that the Traffic Manager and Application Gateway integration is platform-agnostic, and provide parity in instructions for both Windows and Linux environments.
GitHub Create Pull Request
Azure Vmware Architecture - API Management ...n/articles/azure-vmware/architecture-api-management.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 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 command-line alternatives (such as Azure CLI or Bash). Windows-centric tools and patterns are presented first and exclusively, with no examples or guidance for Linux users. There are no references to Linux-specific workflows or tools, and the documentation does not provide parity for cross-platform management.
Recommendations
  • Include Azure CLI (cross-platform) examples alongside or before PowerShell examples.
  • Explicitly mention that management tasks can be performed from Linux/macOS environments using Azure CLI or REST APIs.
  • Provide sample commands for both PowerShell and Bash/CLI where relevant.
  • Reference automation tools and patterns that are platform-agnostic (e.g., Terraform, Ansible) if applicable.
  • Clarify that the Azure portal and developer portal are accessible from any OS/browser.
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: 2026-01-12 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 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 providing Linux or cross-platform alternatives. There are no Bash, shell, or Linux CLI examples, and the use of 'Run command' appears to assume a Windows-centric management pattern. Additionally, the only explicit mention of OS-specific tooling is for 'VMware Tools for Windows', with no mention of Linux equivalents or guidance for Linux VM users. Overall, the documentation assumes Windows as the default platform for management and remediation tasks.
Recommendations
  • Provide Linux/Bash/CLI equivalents for all PowerShell cmdlet examples, or clarify if the commands are available via REST API or other cross-platform interfaces.
  • Include explicit instructions or references for managing VMware Tools on Linux VMs, especially when security advisories affect both Windows and Linux guests.
  • When referencing 'Run command', clarify platform requirements and provide parity for Linux administrators (e.g., via SSH, Ansible, or other automation tools).
  • Avoid assuming Windows as the default platform; mention both Windows and Linux where applicable, especially in remediation steps and tool usage.
  • Add notes or links to VMware documentation for Linux-specific management tasks, such as updating VMware Tools or configuring vSAN from Linux environments.
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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Powershell Heavy Missing Linux Example
Summary
The documentation is heavily oriented toward Windows environments. All instructions and screenshots assume the use of Windows OS and Windows-specific tools (e.g., Registry Editor, Certificate Import Wizard, Azure Backup Server console). There are no examples or guidance for performing equivalent tasks on Linux systems, nor is there mention of Linux-compatible tooling or workflows. The registry modification and certificate import steps are Windows-only, and individual file recovery is only supported for Windows VMs.
Recommendations
  • Provide equivalent instructions for Linux environments, such as how to import CA certificates using Linux tools (e.g., update-ca-certificates, openssl, etc.).
  • Clarify whether Azure Backup Server can be run or managed from Linux hosts, or explicitly state Windows-only support.
  • Offer guidance for Linux VM backup and recovery, including individual file recovery options for Linux VMs.
  • Include Linux command-line examples and screenshots where applicable.
  • Note any feature limitations for non-Windows VMs and suggest alternative approaches for Linux workloads.
GitHub Create Pull Request
Azure Vmware Use Azure VMware Solution with Azure Elastic SAN ...n/articles/azure-vmware/configure-azure-elastic-san.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by referencing Azure PowerShell before Azure CLI when listing tooling options, and by omitting any Linux-specific examples or guidance. All procedural steps are described in terms of Azure portal UI or PowerShell commands, with no mention of Linux shell commands or Linux-centric workflows. There is no discussion of Linux-based administration, nor are any Linux tools or patterns referenced.
Recommendations
  • List Azure CLI before Azure PowerShell when presenting tooling options, or present both equally.
  • Provide explicit Linux shell/CLI examples for key operations, such as creating Elastic SAN resources and managing datastores.
  • Include guidance for Linux administrators, such as how to use Bash scripts or Linux-based automation tools for these tasks.
  • Mention Linux compatibility and any platform-specific considerations for Elastic SAN and Azure VMware Solution.
  • Ensure screenshots and UI references are supplemented with CLI instructions that work on Linux.
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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page provides DNS forwarder configuration steps exclusively via the Azure portal UI and NSX-T Manager, which are platform-neutral. However, for command-line verification, only PowerCLI (PowerShell) examples are provided, with no Linux CLI or cross-platform alternatives. The use of PowerShell cmdlets and lack of Linux-native tools (e.g., dig, nslookup from shell) demonstrates a Windows-first and PowerShell-heavy bias, and omits Linux parity in example commands.
Recommendations
  • Add equivalent Linux CLI examples for DNS verification, such as using 'dig' or 'nslookup' directly from a Linux shell.
  • Mention how to perform DNS lookups from Linux VMs or via SSH, not just PowerCLI.
  • If possible, provide REST API or curl-based examples for NSX-T Policy API usage, which are cross-platform.
  • Clarify that PowerCLI is optional and not required if users prefer Linux or other platforms.
  • Ensure screenshots and instructions do not assume a Windows environment unless necessary.
GitHub Create Pull Request
Azure Vmware Set an external identity source for VMware NSX ...ure-vmware/configure-external-identity-source-nsx-t.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 strong Windows bias by exclusively referencing Windows Server Active Directory and related Windows tools (such as Windows Server Active Directory Certificate Services), both in prerequisites and configuration steps. All examples, screenshots, and instructions are tailored to Windows environments, with no mention of Linux-based LDAP servers (e.g., OpenLDAP) or Linux certificate authorities. The guidance assumes the use of Windows infrastructure and omits alternative LDAP sources or cross-platform considerations.
Recommendations
  • Include examples and instructions for configuring NSX with Linux-based LDAP servers, such as OpenLDAP.
  • Provide guidance on using non-Windows certificate authorities, including open-source options like Let's Encrypt or OpenSSL.
  • Add notes or sections describing how to adapt the process for organizations using Linux or mixed environments.
  • Ensure screenshots and terminology are not exclusively Windows-centric; consider generic LDAP terminology and visuals.
  • Clarify that NSX supports LDAP servers beyond Windows Server Active Directory, and provide parity in documentation for those scenarios.
GitHub Create Pull Request
Azure Vmware Set an external identity source for vCenter Server ...cles/azure-vmware/configure-identity-source-vcenter.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 strong Windows bias by exclusively focusing on Windows Server Active Directory as the external identity source for vCenter Server. All examples, prerequisites, and instructions reference Windows-specific tools (MMC, Windows domain controllers, NetBIOS names), and there are no examples or guidance for integrating with Linux-based LDAP servers (such as OpenLDAP) or using Linux tools. The documentation assumes the use of Windows environments and omits Linux alternatives, both in conceptual explanations and step-by-step procedures.
Recommendations
  • Add explicit examples and instructions for integrating vCenter Server with Linux-based LDAP servers (e.g., OpenLDAP), including configuration steps and required attributes.
  • Include Linux tool equivalents for certificate export and management (e.g., using openssl or certtool) alongside MMC instructions.
  • Generalize terminology and steps to refer to 'LDAP servers' rather than exclusively 'Windows Server Active Directory' where possible.
  • Provide sample configuration parameters and troubleshooting steps for non-Windows LDAP sources.
  • Clarify which steps are Windows-specific and which are applicable to any LDAP-compliant directory service.
GitHub Create Pull Request
Azure Vmware Configure a Storage Policy ...main/articles/azure-vmware/configure-storage-policy.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 exclusively uses PowerShell-style cmdlets and 'Run command' workflows, which are typically associated with Windows environments. There are no examples or references to Linux-native tools, shell commands, or cross-platform alternatives. All operational instructions assume the use of Windows-centric tooling, and there is no guidance for users who may prefer or require Linux-based automation or CLI workflows.
Recommendations
  • Provide equivalent Linux/bash command examples for each operation, using tools like VMware's govc CLI, vSphere API calls via curl, or Python scripts.
  • Clarify whether the 'Run command' interface is accessible from Linux environments, and if so, document how to invoke these commands from a Linux shell.
  • Include cross-platform automation guidance, such as using REST APIs or SDKs (e.g., Python, Go) that work on both Windows and Linux.
  • Add notes or sections for Linux users, specifying any prerequisites or differences in workflow.
  • Ensure screenshots and UI references are not exclusively Windows-centric, or provide Linux alternatives where applicable.
GitHub Create Pull Request
Azure Vmware Configure VMware vSAN ESA .../blob/main/articles/azure-vmware/configure-vsan-esa.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page exhibits Windows bias by exclusively referencing PowerShell cmdlets (e.g., Set-vSANDataInTransitEncryption), Windows-centric tools (Azure portal Run command), and features like Windows Server Failover Clusters. There are no Linux CLI examples, nor are Linux tools or workflows mentioned. Windows terminology and tools are presented as the default or only method for configuration.
Recommendations
  • Provide equivalent Linux CLI examples (e.g., using VMware's ESXCLI, SSH, or REST APIs) for all configuration steps.
  • Mention Linux-supported guest OS features and how TRIM/UNMAP or encryption settings can be managed from Linux VMs.
  • Include instructions for running commands via Linux shells or automation tools (e.g., Bash scripts, Ansible) where possible.
  • Clarify whether the documented commands and procedures are OS-agnostic or provide OS-specific guidance for both Windows and Linux environments.
  • Reference Linux-based clustering solutions or note support for Linux guest clustering if applicable.
GitHub Create Pull Request
Azure Vmware Deploy disaster recovery using JetStream DR ...ure-vmware/deploy-disaster-recovery-using-jetstream.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation is heavily oriented toward Azure VMware Solution and Windows-centric tooling. All operational examples use Azure portal 'Run command' and PowerShell-style cmdlets (e.g., Invoke-PreflightJetDRInstall), with no mention of Linux CLI, shell scripts, or cross-platform alternatives. The installation, configuration, and management steps are exclusively described using Windows/Azure tools, and there are no Linux-specific instructions or examples. The documentation assumes the use of Azure portal and Windows-style automation, omitting guidance for Linux administrators or those using non-Windows environments.
Recommendations
  • Provide equivalent Linux CLI or shell script examples for JetStream DR installation, configuration, and management.
  • Document how to perform JetStream DR operations using Linux-based tools (e.g., SSH, curl, or native JetStream APIs) where possible.
  • Clarify whether the Azure portal 'Run command' and cmdlets can be invoked from Linux environments, and provide instructions if so.
  • Add explicit guidance for Linux administrators, including prerequisites, environment setup, and troubleshooting steps relevant to Linux.
  • Include references to JetStream DR documentation or tools that support Linux platforms, and highlight any differences or limitations.
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Azure Vmware Deploy Zerto disaster recovery on Azure VMware Solution ...rticles/azure-vmware/deploy-zerto-disaster-recovery.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation page exhibits a moderate Windows bias. While it describes both Linux and Windows components, the only Windows-specific tool (Zerto Cloud Appliance, ZCA) is highlighted as necessary for Azure IaaS VM recovery, and its subcomponents (ZVM, VRA) are described as Windows services. There are no Linux-based equivalents or examples for this scenario, nor are Linux deployment or troubleshooting steps provided for ZCA. The documentation also lists Windows tools before Linux alternatives in the ZCA section and omits Linux command-line or automation examples, despite mentioning Linux-based appliances elsewhere.
Recommendations
  • Provide Linux-based examples or alternatives for ZCA deployment and management, if available.
  • Include Linux command-line or automation instructions for Zerto components where applicable.
  • Ensure that both Windows and Linux tools/services are described with equal detail and order, or clarify platform requirements up front.
  • Add troubleshooting and log collection steps for Linux-based Zerto components, not just Windows.
  • Where Windows-only components are required (e.g., ZCA), explicitly state the lack of Linux support and suggest workarounds or alternatives if possible.
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