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 51-75 of 412 flagged pages
Azure Vmware Set an external identity source for VMware NSX ...ure-vmware/configure-external-identity-source-nsx-t.md
High Priority View Details →
Scanned: 2026-01-11 00:00
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 source, requiring Windows-specific infrastructure (domain controllers, Windows CA), and omitting examples or guidance for integrating with Linux-based LDAP servers (such as OpenLDAP). All terminology, screenshots, and instructions are tailored to Windows environments, with no mention of Linux alternatives or parity.
Recommendations
  • Add explicit examples and instructions for configuring NSX with Linux-based LDAP servers, such as OpenLDAP.
  • Include prerequisites and certificate guidance for Linux LDAP servers (e.g., using Let's Encrypt or other Linux-friendly CAs).
  • Provide screenshots and walkthroughs for both Windows and Linux LDAP integration paths.
  • Update terminology to refer to 'LDAP servers' generically, and not just 'Windows Server Active Directory'.
  • Mention and link to documentation for Linux LDAP server setup and troubleshooting.
Azure Vmware Set an external identity source for vCenter Server ...cles/azure-vmware/configure-identity-source-vcenter.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation page exhibits a strong Windows bias by exclusively focusing 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 cmdlets are tailored for Windows AD integration. There is no mention of Linux-based LDAP servers (such as OpenLDAP), nor are there examples or guidance for configuring non-Windows LDAP sources, despite a brief mention that third-party LDAP servers are supported.
Recommendations
  • Add explicit examples and step-by-step instructions for integrating Linux-based LDAP servers (e.g., OpenLDAP) as external identity sources for vCenter Server.
  • Include screenshots and tool references relevant to Linux environments (such as using openssl, ldapsearch, or Linux certificate management tools) for certificate export and validation.
  • Clarify which steps are generic to LDAP and which are Windows-specific, and provide alternative instructions for non-Windows environments.
  • Mention and document any differences in schema, authentication, or configuration when using Linux LDAP servers.
  • Ensure that terminology and examples do not assume Windows-only environments (e.g., avoid exclusive use of NetBIOS, MMC, or Windows-specific credential formats).
Azure Vmware Trusted Launch for Azure VMware Solution ...re-vmware/configure-virtual-trusted-platform-module.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 Missing Linux Example
Summary
The documentation demonstrates a Windows bias by referencing Windows-specific security features (BitLocker, credential protection, malware prevention on Windows) before Linux equivalents, and by listing Windows guest OS versions before Linux in prerequisites. There are no Linux-specific examples or mentions of Linux security tooling (e.g., LUKS, dm-crypt) in the context of vTPM usage, and the security benefits are described primarily in terms of Windows scenarios.
Recommendations
  • Add explicit examples of vTPM usage for Linux VMs, such as enabling disk encryption with LUKS or using vTPM for secure boot attestation in Linux.
  • List Linux guest OS support before or alongside Windows in prerequisites to avoid Windows-first ordering.
  • Describe security benefits for Linux workloads (e.g., protection of SSH keys, kernel module verification) in addition to Windows-specific features.
  • Reference Linux migration tools and document any vTPM-related caveats for Linux VM migration.
  • Include screenshots or step-by-step instructions for configuring vTPM on Linux VMs, if there are any OS-specific steps.
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 a bias toward Windows environments by exclusively providing PowerShell/cmdlet-based instructions for configuring VMware vSAN features. All configuration steps rely on Azure portal 'Run command' packages, which are PowerShell cmdlets, with no mention of Linux CLI tools or alternative workflows. In the prerequisites for TRIM/UNMAP, Windows VM requirements are listed before Linux, and there are no in-guest example commands for either OS. The related content also references Windows Server Active Directory integration, further emphasizing Windows-centric patterns.
Recommendations
  • Provide equivalent Linux CLI or shell commands for vSAN configuration where possible, or clarify if only PowerShell is supported.
  • Include in-guest example commands for both Windows (e.g., using defrag or Optimize-Volume) and Linux (e.g., fstrim) to reclaim space after enabling TRIM/UNMAP.
  • Balance OS references in prerequisites and examples, listing Linux and Windows requirements together or alternating order.
  • Add links to Linux-specific VMware documentation or best practices for vSAN management.
  • Clarify any platform limitations (e.g., if only PowerShell cmdlets are supported in Azure VMware Solution) to set user expectations.
Azure Vmware Configure a Storage Policy ...main/articles/azure-vmware/configure-storage-policy.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example Windows First
Summary
The documentation page demonstrates a strong Windows bias by exclusively using PowerShell cmdlets and the Azure portal's 'Run command' interface for all examples and instructions. There are no Linux shell, CLI, or API examples, nor any mention of Linux-native tooling or workflows. The documentation assumes users are operating in a Windows-centric environment and does not provide guidance for Linux users or those preferring cross-platform automation.
Recommendations
  • Provide equivalent Linux CLI examples using tools such as Azure CLI, REST API, or VMware's own cross-platform utilities.
  • Include instructions for executing storage policy operations via bash scripts or Python, where possible.
  • Clarify whether the 'Run command' interface is accessible from Linux systems and, if so, provide Linux-specific usage notes.
  • Reference cross-platform SDKs or automation options (e.g., Terraform, Ansible) for managing storage policies.
  • Add a section comparing Windows and Linux approaches, highlighting any differences or limitations.
Azure Vmware Deploy disaster recovery using JetStream DR ...ure-vmware/deploy-disaster-recovery-using-jetstream.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 exhibits a strong Windows/Azure bias in its operational instructions and automation examples. All install, configure, and uninstall steps rely exclusively on Azure portal 'Run command' features and PowerShell-style cmdlets (e.g., Invoke-PreflightJetDRInstall, Install-JetDRWithStaticIP), with no mention of Linux CLI, shell scripts, or cross-platform alternatives. The documentation assumes the use of Azure VMware Solution and Windows-centric tooling, omitting any guidance for Linux administrators or non-Azure environments. There are no Linux shell examples, nor references to Linux-native automation or management tools.
Recommendations
  • Provide equivalent Linux shell (bash) or cross-platform CLI examples for JetStream DR installation, configuration, and management, especially for on-premises environments.
  • Document how to perform JetStream DR operations without relying on Azure portal or PowerShell cmdlets, such as using REST APIs, JetStream's own CLI, or vSphere automation tools available on Linux.
  • Include explicit instructions for Linux administrators, such as using SSH, SCP, or Ansible for deployment and configuration.
  • Clarify which steps are Azure-specific and which can be performed in a generic VMware environment, and provide Linux-friendly alternatives where possible.
  • Add troubleshooting and support guidance for Linux environments, not just for Azure/Windows tooling.
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: 2026-01-11 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 demonstrates a Windows bias in several areas. Windows-based examples (PowerShell) are presented before Linux equivalents, and Windows-specific tooling (Set-ExecutionPolicy, .ps1 scripts, C:\ paths) is referenced explicitly. Linux instructions are present but less detailed and appear after Windows instructions. There are also references to certificate file paths using Windows conventions, and some proxy configuration examples use Windows-style paths. The documentation does not provide parity in troubleshooting or advanced usage examples for Linux environments.
Recommendations
  • Present Linux and Windows instructions side-by-side, or alternate which platform is shown first.
  • Use platform-neutral file path examples (e.g., /home/user/sampleUser.sslProxy.crt for Linux).
  • Provide equal detail and troubleshooting steps for both Linux and Windows environments.
  • Explicitly state that all scripts and tools are supported on both platforms, and note any platform-specific caveats.
  • Include examples of common Linux tools and patterns (e.g., bash, systemd, SELinux) where relevant.
  • Avoid assuming the management VM is Windows by default; clarify that both Windows and Linux are supported throughout the documentation.
Azure Vmware Deploy Zerto disaster recovery on Azure VMware Solution ...rticles/azure-vmware/deploy-zerto-disaster-recovery.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation page shows a moderate Windows bias. The Zerto Cloud Appliance (ZCA), which is required for recovery to Azure IaaS VMs, is described as Windows-only, and its components (ZVM and VRA) are Windows services. There is no mention of Linux alternatives or parity for these components. The documentation provides more detail about Windows-based tools and services before Linux equivalents, and does not offer Linux-based examples or instructions for the ZCA scenario. While the core Zerto management and replication appliances are Linux-based, the documentation does not provide balanced guidance or examples for Linux users in the cloud recovery scenario.
Recommendations
  • Add explicit instructions or examples for Linux-based disaster recovery workflows, especially for scenarios involving Azure IaaS VMs.
  • Clarify whether Linux-based Zerto appliances can be used for cloud recovery, or explain the technical limitations if Windows-only is required.
  • Provide parity in documentation by listing Linux tools and workflows alongside Windows ones, and avoid presenting Windows tools first unless technically necessary.
  • Include troubleshooting and log collection steps for both Linux and Windows appliances where applicable.
  • If ZCA must be Windows-only, offer guidance for Linux administrators on integration points or alternatives.
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: 2026-01-11 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 Azure VMware Solution and its management via Azure portal Run commands, which are Windows-centric tools. There are no examples or instructions for Linux environments, command-line alternatives, or cross-platform deployment methods. All operational guidance assumes use of Azure portal and Run commands, which are typically accessed from Windows environments, and there is no mention of Linux CLI, shell scripts, or PowerShell alternatives for Linux.
Recommendations
  • Provide equivalent Linux-based deployment and management instructions, such as using SSH, shell scripts, or Linux CLI tools.
  • Include examples for managing VMware Cloud Director Availability from Linux environments, not just via Azure portal Run commands.
  • Document cross-platform command-line options (e.g., Azure CLI, PowerShell Core on Linux) where possible.
  • Clarify which steps are platform-agnostic and which require Windows-specific tools, and offer Linux alternatives where applicable.
  • Add a section addressing Linux administrators, outlining how they can perform the same tasks without relying on Windows-centric tools.
Azure Vmware vCenter Server access and identity description ...vmware/includes/vcenter-access-identity-description.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 Missing Linux Example
Summary
The documentation page consistently references Windows Server Active Directory as the identity provider for user and group management, without mentioning or providing examples for Linux-based alternatives (such as OpenLDAP). The term 'Active Directory' is used exclusively, and there are no examples or guidance for integrating with Linux identity sources. This creates a Windows-first impression and omits Linux parity.
Recommendations
  • Explicitly mention that Linux-based identity providers (e.g., OpenLDAP) can also be used as identity sources in vCenter Server, where supported.
  • Provide examples or references for integrating Linux LDAP/LDAPS servers as identity sources, not just Windows Server Active Directory.
  • Balance the order of presentation: mention Linux and Windows identity sources together, or alternate which is listed first.
  • Clarify any limitations or differences in support for Linux-based identity sources in Azure VMware Solution, if applicable.
Azure Vmware Install Cloud Backup for Virtual Machines .../azure-vmware/install-cloud-backup-virtual-machines.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 a bias toward Windows environments by exclusively referencing Azure portal 'Run command' workflows, PowerShell-style cmdlet naming conventions (e.g., Install-NetAppCBSA), and VMware vSphere client operations. There are no examples or instructions for Linux CLI, shell scripting, or automation via Linux-native tools. The documentation assumes users are operating in a Windows-centric ecosystem and does not provide parity for Linux administrators.
Recommendations
  • Add equivalent Linux CLI examples for installation, upgrade, and uninstallation steps, such as using Azure CLI or REST API commands.
  • Include instructions for automating tasks via Linux shell scripts or Ansible, alongside PowerShell examples.
  • Mention Linux-compatible tools and workflows for interacting with Azure VMware Solution and NetApp appliances.
  • Clarify whether the 'Run command' and package operations can be performed from Linux environments, and provide guidance if so.
  • Ensure screenshots and UI references are supplemented with CLI alternatives for headless or Linux-first users.
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: 2026-01-11 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 Failover Clustering and SQL Server on Windows. All examples, prerequisites, and migration steps assume the use of Windows Server and Windows-based SQL Server deployments. There are no references to Linux-based SQL Server deployments, nor are there any instructions or considerations for Linux environments. Tools and procedures mentioned (such as SQL Server Management Studio, Windows Server Failover Cluster, and Windows-specific witness types) are all Windows-centric.
Recommendations
  • Add explicit mention of whether Linux-based SQL Server Always On Availability Groups are supported or not in Azure VMware Solution, and if so, provide equivalent migration steps.
  • Include examples and migration steps for SQL Server Always On Availability Groups running on Linux (e.g., RHEL, Ubuntu) if supported.
  • Reference Linux-based tools (such as sqlcmd, Azure Data Studio, or command-line utilities) alongside SQL Server Management Studio.
  • Discuss quorum and witness configuration for Linux clusters (e.g., using Pacemaker) if applicable.
  • Clarify any prerequisites or limitations for Linux-based SQL Server deployments in Azure VMware Solution.
  • If Linux is not supported, explicitly state this early in the documentation to set expectations.
Azure Vmware Migrate Microsoft SQL Server Standalone to Azure VMware Solution .../azure-vmware/migrate-sql-server-standalone-cluster.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page exclusively references Windows Server and Microsoft SQL Server running on Windows, with all examples, tested configurations, and tooling (e.g., SQL Server Management Studio) focused on Windows environments. There are no mentions of Linux-based SQL Server deployments, Linux migration steps, or Linux tools. All best practices and references are for Windows Server and Windows clustering, indicating a strong Windows bias.
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 commands for backup and network verification using Linux tools.
  • Add examples of accessing migrated SQL Server instances using Linux-based tools (e.g., sqlcmd, Azure Data Studio on Linux).
  • Reference official documentation for SQL Server on Linux and Linux clustering technologies (e.g., Pacemaker).
  • Clarify whether the migration process is supported for Linux-based SQL Server deployments and highlight any differences.
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: 2026-01-11 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-based SQL Server Failover Cluster Instances, with all examples, screenshots, and tool references specific to Windows Server Failover Clustering and Windows-based SQL Server deployments. There are no Linux-based SQL Server cluster scenarios, nor are any Linux tools or management patterns mentioned. The guidance, prerequisites, and step-by-step instructions assume a Windows environment exclusively.
Recommendations
  • Include equivalent guidance for migrating SQL Server clusters running on Linux (e.g., using Pacemaker or other Linux clustering solutions).
  • Provide examples and screenshots for Linux-based SQL Server deployments, including relevant management tools (e.g., Linux command line, Pacemaker, systemctl).
  • Mention and link to Linux SQL Server clustering documentation where appropriate.
  • Clarify in the prerequisites and introduction whether Linux-based clusters are supported or not, and if not, provide a note explaining the limitation.
  • If only Windows is supported, explicitly state this early in the document to set expectations for cross-platform users.
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: 2026-01-11 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 given in detail and is listed before the Azure CLI example, which is more cross-platform. PowerShell is primarily a Windows tool, and its prominence may indicate a Windows bias. There are no Linux-specific shell examples or explicit mention of Linux environments, and the CLI example is given last and with less detail.
Recommendations
  • Present Azure CLI examples before PowerShell examples, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Expand the Azure CLI section to provide more detailed, step-by-step instructions, matching the detail given for PowerShell.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide any relevant installation or usage notes for Linux users.
  • If possible, include bash script examples or guidance for Linux administrators.
  • Avoid assuming PowerShell is the default automation tool; clarify tool choices for different operating systems.
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: 2026-01-11 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 guest OS, with all examples, credential requirements, and restore procedures tailored exclusively to Windows environments. Linux guest OS is explicitly stated as unsupported for restore operations, and no Linux-specific instructions, tools, or patterns are provided. The use of Windows-specific concepts (e.g., UNC paths, 'Administrator' account, NTFS/FAT file systems) further reinforces the Windows bias.
Recommendations
  • Add parity support for Linux guest OS restore operations, or clarify roadmap/timeline for Linux support.
  • If manual restore for Linux is possible, provide detailed instructions or examples for Linux VMs, including recommended tools (e.g., mounting VMDK on a Linux VM, file system compatibility, permissions).
  • Include Linux-specific credential and access patterns, such as root or sudo users, and explain differences in restore workflows.
  • Document limitations and workarounds for Linux environments more thoroughly, including any supported manual processes.
  • Ensure future updates include Linux examples and guidance alongside Windows instructions to improve cross-platform parity.
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: 2026-01-11 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 in its configuration examples. All backend VM setup instructions use Windows Server with IIS and PowerShell commands, with no mention of Linux-based alternatives (e.g., Apache, Nginx) or Linux command-line examples. Windows tools and patterns (PowerShell, IIS) are used exclusively and presented as the default, with no parity for Linux environments. This may alienate users who run Linux workloads on Azure VMware Solution.
Recommendations
  • Add Linux-based backend examples (e.g., Ubuntu/CentOS VMs running Apache or Nginx) alongside Windows examples.
  • Provide equivalent Linux shell commands for web server setup (e.g., apt/yum install apache2/nginx, echo to index.html).
  • Explicitly mention that both Windows and Linux VMs are supported as backend pools, and link to relevant Linux documentation.
  • Balance screenshots and walkthroughs to show both Windows and Linux server configuration in VMware vSphere Client.
  • Where PowerShell is used, offer Bash/shell alternatives for Linux users.
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: 2026-01-11 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 scenarios. All detailed examples, migration steps, and next steps are centered around Microsoft SQL Server and Windows Server Failover Clustering, with no concrete Linux-specific examples, migration guides, or tooling references. Windows technologies and patterns (e.g., Failover Cluster, SQL Server licensing) are discussed in detail, while Linux is only mentioned generically.
Recommendations
  • Add concrete Linux migration scenarios and examples, such as migrating Linux-based workloads or databases (e.g., MySQL, PostgreSQL) to Azure VMware Solution.
  • Include step-by-step guides for enabling Azure Hybrid Benefit for Linux subscriptions, with specific commands or tools relevant to Linux environments.
  • Provide parity in 'Next steps' by linking to Linux-focused documentation, such as configuring HA for Linux workloads or using Linux-native clustering solutions on Azure VMware Solution.
  • Mention Linux licensing/subscription management tools and patterns alongside Windows equivalents, ensuring equal visibility.
  • Ensure that examples and guidance are balanced between Windows and Linux, rather than Windows-first or Windows-only.
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: 2026-01-11 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 demonstrates a strong Windows bias. All VM creation and disk attachment examples reference Windows VMs exclusively, with explicit instructions to use Windows Server 2019 Datacenter for Azure Backup Server. Disk attachment instructions link only to Windows guides. The backup and restore features highlight file-level recovery for Windows VMs, while Linux VMs are only mentioned in passing regarding application-consistent backups via scripts. Powershell is used for SSRS configuration checks, with no Linux shell alternatives. There are no Linux-specific deployment, configuration, or troubleshooting examples, and no mention of Linux disk management or backup/restore procedures.
Recommendations
  • Provide parallel instructions and examples for deploying Azure Backup Server on supported Linux distributions, if possible.
  • Include links to Linux VM creation and disk attachment guides alongside Windows equivalents.
  • Add Linux-specific backup and restore scenarios, including file-level and application-consistent backup procedures.
  • Offer Linux shell (bash) commands for configuration and troubleshooting tasks, such as SSRS status checks, where applicable.
  • Clarify any platform limitations (e.g., if Azure Backup Server is Windows-only, state this clearly at the start and provide Linux alternatives if available).
Azure Vmware Tutorial - Access an Azure VMware Solution private cloud ...articles/azure-vmware/tutorial-access-private-cloud.md
High Priority View Details →
Scanned: 2026-01-11 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-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, omitting Linux VM creation, connection, or usage examples.
Recommendations
  • Add parallel instructions for creating a Linux VM as a jump box, including screenshots and field values.
  • Provide guidance for connecting to the Linux VM (e.g., using SSH) and accessing vCenter Server and NSX Manager from a Linux browser.
  • Reference both Windows and Linux documentation for connecting to Azure VMs.
  • Clarify that either Windows or Linux VMs can be used as jump boxes, and discuss any differences or considerations.
  • Include troubleshooting or tips for common Linux desktop environments (e.g., Ubuntu, CentOS) when accessing VMware resources.
Azure Vmware Use VMware HCX Run Commands ...lob/main/articles/azure-vmware/use-hcx-run-commands.md
High Priority View Details →
Scanned: 2026-01-11 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 references PowerShell cmdlets and Windows-centric tooling for managing VMware HCX in Azure VMware Solution. All examples and command syntax are based on PowerShell, with no mention of Linux shell equivalents, cross-platform CLI options, or alternative workflows for non-Windows environments. The documentation assumes usage of the Azure portal and Windows-style command patterns, with no guidance for Linux administrators.
Recommendations
  • Provide equivalent command examples using Bash, shell scripts, or cross-platform CLI tools where possible.
  • Clarify whether the Run Command functionality can be accessed via REST API, Azure CLI, or other non-Windows interfaces, and include examples.
  • Add notes or sections addressing Linux/macOS users, including prerequisites and alternative workflows.
  • Where PowerShell cmdlets are referenced, indicate if they are available cross-platform (e.g., PowerShell Core) or only on Windows, and suggest alternatives if not.
  • Ensure parity in documentation by listing Linux-compatible tools and commands alongside Windows examples.
Azure Vmware Using Run Command in Azure VMware Solution ...s/blob/main/articles/azure-vmware/using-run-command.md
High Priority View Details →
Scanned: 2026-01-11 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 bias toward Windows environments by exclusively referencing PowerShell cmdlets as the mechanism for Run Command operations, with no mention of Linux shell, Bash, or cross-platform alternatives. All examples and terminology are centered around PowerShell and Windows-centric workflows, with no guidance for Linux users or administrators who may prefer or require non-Windows tooling.
Recommendations
  • Provide equivalent examples using Bash or shell scripts where possible, or clarify if Run Command only supports PowerShell.
  • Explicitly state the platform requirements and whether Linux-based Run Commands are supported or not.
  • If Run Command is inherently Windows/PowerShell-only, add a note explaining this limitation and suggest alternative approaches for Linux environments.
  • Include references to cross-platform tools or scripting languages if supported (e.g., Python, Bash), and show how Linux administrators can achieve similar tasks.
  • Balance the documentation by mentioning both Windows and Linux administrative patterns, or clarify the scope if only one is supported.
Azure Vmware Architecture - API Management ...n/articles/azure-vmware/architecture-api-management.md
High Priority View Details →
Scanned: 2026-01-10 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 Windows-centric tools (Azure portal, PowerShell) as primary management mechanisms for API Management on Azure VMware Solution VMs. There are no examples or mentions of Linux-native tools (such as Azure CLI or Bash scripting), and PowerShell is listed before other automation options. No Linux-specific patterns or management approaches are discussed.
Recommendations
  • Include examples using Azure CLI commands alongside PowerShell, especially for automation tasks.
  • Explicitly mention that management can be performed from Linux/macOS environments using Azure CLI or REST APIs.
  • Provide sample scripts or walkthroughs for Linux users, such as Bash scripts for API Management resource configuration.
  • Clarify that the Azure portal and developer portal are cross-platform and accessible from any OS.
  • Avoid listing PowerShell before other cross-platform tools unless contextually necessary; strive for parity in tool recommendations.
Azure Vmware Set an external identity source for VMware NSX ...ure-vmware/configure-external-identity-source-nsx-t.md
High Priority View Details →
Scanned: 2026-01-10 00:00
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, using Windows terminology and tools, and omitting examples or guidance for Linux-based LDAP servers (such as OpenLDAP). All prerequisites, examples, and screenshots are tailored to Windows environments, with no mention of Linux equivalents or cross-platform considerations.
Recommendations
  • Add examples and instructions for configuring NSX with Linux-based LDAP servers, such as OpenLDAP.
  • Include prerequisites and network requirements for Linux LDAP servers alongside Windows Server Active Directory.
  • Provide guidance on certificate management for Linux LDAP servers (e.g., using OpenSSL or Let's Encrypt).
  • Update screenshots and walkthroughs to show both Windows and Linux LDAP server scenarios.
  • Clarify that NSX supports any RFC-compliant LDAP server, and provide links to relevant Linux documentation.
Azure Vmware Trusted Launch for Azure VMware Solution ...re-vmware/configure-virtual-trusted-platform-module.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation demonstrates a Windows bias in several ways: Windows is mentioned before Linux in guest OS support, Windows-specific security features (BitLocker, credential protection) are highlighted, and examples or instructions focus on general VM configuration without providing Linux-specific security use cases or parity (e.g., Linux disk encryption). No Linux-specific tools or patterns are discussed, and the security benefits are described primarily in terms of Windows features.
Recommendations
  • List Linux before or alongside Windows in guest OS support to avoid 'windows_first' ordering.
  • Include Linux-specific security features (e.g., dm-crypt, LUKS, Secure Boot for Linux distributions) in the benefits and configuration sections.
  • Provide examples of configuring vTPM for Linux VMs, including how to use vTPM with Linux disk encryption and attestation tools.
  • Mention Linux credential protection mechanisms and how vTPM enhances their security.
  • Ensure that references to security benefits and use cases are balanced between Windows and Linux workloads.