Azure Netapp Files

217
Total Pages
138
Linux-Friendly Pages
79
Pages with Bias
36.4%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues (135)

https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-nfs.md [View Details]
Scanned: 2025-07-17 00:00 • Page-level bias detected
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Page-Level Analysis

Windows Tools Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page provides a detailed answer for troubleshooting NFS access from Windows clients, including explicit PowerShell commands and Windows mount examples, but does not provide equivalent troubleshooting or usage examples for Linux clients. The only Linux-specific guidance is a brief mention of editing /etc/fstab for persistent mounts, without concrete commands or troubleshooting steps. This results in a Windows-first and Windows-tools bias, with missing Linux examples for common scenarios.
Recommendations:
  • For every Windows-specific example (such as enabling CaseSensitiveLookup or mounting NFS volumes), provide equivalent Linux commands and troubleshooting steps (e.g., using mount options, nfs-utils, or systemd automount).
  • When mentioning PowerShell or Windows tools, ensure Linux tools (such as mount, nfsstat, or showmount) are also referenced and described.
  • If a scenario is described for Windows (e.g., slow folder lookup), include a comparable Linux scenario or note if it is not applicable.
  • Avoid placing Windows examples or tools before Linux equivalents in sections that apply to both platforms; present both in parallel or start with Linux if the technology (NFS) is more commonly associated with Unix/Linux.
  • Expand the Linux guidance beyond /etc/fstab to include troubleshooting, mount options, and common issues, matching the depth given to Windows.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/disable-showmount.md [View Details]
Scanned: 2025-07-17 00:00 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page primarily uses Azure PowerShell commands for feature registration and management, with only a brief mention of Azure CLI as an alternative. There are no Linux shell or bash examples, and the PowerShell examples are presented first and in detail, which may disadvantage Linux users or those who prefer CLI/bash environments.
Recommendations:
  • Provide equivalent Azure CLI (az) command examples alongside or before PowerShell examples, especially for feature registration and status checking.
  • Include explicit bash/Linux shell command blocks for tasks that can be performed from non-Windows environments.
  • Clarify that all operations can be performed from any OS using Azure CLI, and provide links or instructions for installing and using Azure CLI on Linux.
  • Ensure screenshots and UI references are OS-agnostic or supplemented with CLI output examples.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/create-volumes-dual-protocol.md [View Details]
Scanned: 2025-07-17 00:00 • Page-level bias detected
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Page-Level Analysis

Windows Tools Windows First Missing Linux Example
Summary:
The documentation demonstrates a Windows bias primarily in the 'Manage LDAP POSIX Attributes' section, where only Windows-based tools (Active Directory Users and Computers MMC snap-in) are described for managing POSIX attributes. There are no equivalent instructions or examples for performing these tasks from Linux or cross-platform tools. Additionally, the instructions for accessing the Attribute Editor are Windows-specific, and the documentation does not mention or provide guidance for Linux-based LDAP management tools. While NFS client configuration is referenced, it is only linked out and not described inline, and the overall flow assumes Windows administrative environments for directory and attribute management.
Recommendations:
  • Add equivalent instructions for managing LDAP POSIX attributes using Linux-based tools such as ldapmodify, ldapadd, or graphical tools like Apache Directory Studio.
  • Include examples or references for editing LDAP attributes from Linux command line or cross-platform tools, not just Windows MMC.
  • When describing attribute management, present both Windows and Linux methods, or at least mention that Linux-based alternatives exist.
  • Consider reordering sections or providing parallel instructions so that Linux and Windows administrative tasks are given equal prominence.
  • Where screenshots are provided for Windows tools, consider adding screenshots or command examples for Linux tools to improve parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-data-migration-protection.md [View Details]
Scanned: 2025-07-17 00:00 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation demonstrates mild Windows bias by listing the Windows tool (robocopy) before its Linux/Unix equivalent (rsync) in both migration and replication sections. Robocopy is specifically called out for SMB workloads, while rsync is mentioned for NFS. There are no explicit Linux command-line examples or references to Linux-native SMB tools (such as smbclient or cifs-utils), and no PowerShell-specific commands are present. However, both tools are mentioned, and the documentation does not exclusively focus on Windows.
Recommendations:
  • Alternate the order of tool mentions (e.g., sometimes list rsync before robocopy) to avoid a default Windows-first impression.
  • Include Linux-native SMB tools (such as smbclient or cifs-utils) as alternatives for SMB data migration, not just robocopy.
  • Provide example command lines for both Windows and Linux environments to ensure parity.
  • Explicitly state that both Windows and Linux tools are supported and provide links to their documentation.
  • Consider a table comparing migration tools across platforms (Windows, Linux, Mac) for both NFS and SMB.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/monitor-volume-capacity.md [View Details]
Scanned: 2025-07-17 00:00 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation presents Windows (SMB) client instructions before Linux (NFS) client instructions, and provides more detailed, step-by-step guidance for Windows users (including both GUI and command-line methods), while Linux instructions are more concise and only mention the 'df -h' command. Windows-specific tools and UI patterns (File Explorer, 'dir' command) are highlighted, whereas Linux coverage is limited to a single command-line example. There is also a reference to PowerShell in the REST API section, but no equivalent mention of Bash or Linux scripting.
Recommendations:
  • Alternate the order of Windows and Linux sections in different documentation pages, or present them in parallel to avoid consistently prioritizing Windows.
  • Expand the Linux section to include both GUI (if applicable, e.g., GNOME Files or KDE Dolphin) and command-line methods, mirroring the depth of the Windows instructions.
  • Provide Linux shell scripting examples for monitoring capacity, similar to the PowerShell mention in the REST API section.
  • Where possible, use neutral language and structure (e.g., 'On Windows (SMB) clients...' and 'On Linux (NFS) clients...') rather than always listing Windows first.
  • Include links to Linux-specific tools or documentation where PowerShell or Windows tools are referenced.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/disable-showmount.md [View Details]
Scanned: 2025-07-16 00:00 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page primarily provides Azure PowerShell commands for feature registration and management, with only a brief mention of Azure CLI as an alternative. There are no Linux shell or cross-platform CLI examples, and the PowerShell commands are presented first and in detail, which may disadvantage Linux users or those who prefer CLI tools.
Recommendations:
  • Provide equivalent Azure CLI command examples alongside or before PowerShell examples, as Azure CLI is cross-platform and widely used on Linux.
  • Explicitly mention that all operations can be performed from Linux, macOS, or Windows using Azure CLI.
  • Include example shell commands (bash) for Linux users where applicable, especially for NFS-related tasks.
  • Balance the order of examples so that CLI and PowerShell are given equal prominence, or lead with the more cross-platform option.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/convert-nfsv3-nfsv41.md [View Details]
Scanned: 2025-07-16 00:00 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Windows First
Summary:
The documentation demonstrates a moderate Windows bias in the feature registration section, where Azure PowerShell commands are presented first and in detail, while Azure CLI (more common on Linux) is only briefly mentioned in passing. The rest of the guide focuses on NFS operations, which are inherently Linux/UNIX-centric, and provides Linux command examples (e.g., umount, mount) exclusively, with no Windows or PowerShell client-side examples. However, the initial registration steps may disadvantage Linux users by not providing full CLI examples up front.
Recommendations:
  • Provide full Azure CLI command examples for feature registration and status checking, not just a reference link.
  • Present Azure CLI and PowerShell registration examples side by side, or list CLI first to better support Linux users.
  • Clarify that the NFS client operations are intended for Linux/UNIX systems, and if Windows NFS client support is relevant, provide equivalent instructions or a note.
  • Review future documentation for similar patterns where Windows tooling is prioritized or Linux tooling is only referenced indirectly.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/create-volumes-dual-protocol.md [View Details]
Scanned: 2025-07-16 00:00 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by prioritizing Windows tools and workflows, such as the Active Directory Users and Computers MMC snap-in, and providing detailed steps and screenshots for Windows-based attribute management. There are no equivalent instructions or examples for managing LDAP POSIX attributes from Linux or cross-platform tools. The documentation also references Windows-specific commands and features (e.g., 'net view', Windows File Browser) without Linux or macOS alternatives, and generally presents Windows approaches before Linux ones.
Recommendations:
  • Provide equivalent instructions and examples for managing LDAP POSIX attributes using Linux tools (e.g., ldapmodify, ldapadd, or Apache Directory Studio) alongside the Windows MMC snap-in.
  • Include Linux/macOS examples for relevant administrative tasks, such as viewing or editing LDAP attributes, mounting NFS shares, and managing permissions.
  • When referencing Windows-specific commands (e.g., 'net view', Windows File Browser), also mention Linux equivalents (e.g., smbclient, Nautilus, or command-line tools).
  • Balance the order of presentation so that Linux and Windows approaches are given equal prominence, or group them under clear OS-specific headings.
  • Add screenshots or command-line examples from Linux environments where appropriate, especially in sections discussing NFS or LDAP configuration.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-data-migration-protection.md [View Details]
Scanned: 2025-07-16 00:00 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation mentions both Linux (rsync) and Windows (robocopy) tools for data migration, but consistently lists the Windows tool (robocopy) after the Linux tool (rsync) and does not provide detailed examples for either. However, there is a slight bias in that robocopy (a Windows-specific tool) is highlighted for SMB workloads, while no Linux-native SMB migration tool (such as smbclient or cifs-utils) is mentioned. Additionally, while the documentation is generally cross-platform, it does not provide parity in tool recommendations for Linux users working with SMB shares.
Recommendations:
  • Include Linux-native SMB migration tools (e.g., smbclient, cifs-utils, or mount.cifs with cp/rsync) alongside robocopy for SMB workloads.
  • Provide example commands for both Linux and Windows environments for NFS and SMB migrations.
  • Explicitly state that both Linux and Windows tools are supported for both NFS and SMB, and offer at least one example for each.
  • Consider listing tools in a neutral order (e.g., alphabetically or grouped by protocol) rather than by OS preference.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/network-attached-storage-protocols.md [View Details]
Scanned: 2025-07-16 00:00 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation generally presents Windows/SMB concepts and tools before or with more emphasis than their Linux/NFS counterparts. SMB (Windows) is described as the primary use case for dual-protocol and identity management, and Windows terminology (NTFS, SID, NTLM, Active Directory) is used extensively. Official support is stated for SMB on Windows/macOS, but not for Linux (Samba), and there is a lack of Linux command-line or configuration examples compared to references to Windows tools and concepts. Linux/NFS details are present, but practical Linux usage examples (e.g., mounting, permissions, troubleshooting) are missing.
Recommendations:
  • Provide parallel Linux/NFS examples for all Windows/SMB concepts, such as showing Linux mount commands, permission management, and troubleshooting steps.
  • Explicitly mention and provide guidance for using Samba on Linux, including any limitations or best practices.
  • Balance the order of presentation so that Linux/NFS and Windows/SMB are introduced and discussed with equal prominence.
  • Include Linux-specific tools and configuration file references (e.g., /etc/fstab, idmapd.conf, nfs-utils) alongside Windows tools (e.g., NTFS, SID, Active Directory).
  • Clarify support status and provide troubleshooting resources for Linux clients (including Samba) to avoid the perception of Windows preference.
  • Add practical Linux-focused scenarios and FAQs, especially for dual-protocol and identity mapping situations.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-nfs.md [View Details]
Scanned: 2025-07-16 00:00 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation page provides a detailed PowerShell command and Windows-specific instructions for resolving NFS client performance issues on Windows, but does not offer equivalent Linux commands or troubleshooting steps. This creates an imbalance, as Linux is a primary platform for NFS usage. Other sections reference Linux (e.g., /etc/fstab) but do not provide Linux-centric troubleshooting or examples where Windows-specific guidance is given.
Recommendations:
  • For every Windows-specific example (such as enabling CaseSensitiveLookup via PowerShell), provide an equivalent Linux example or troubleshooting step, or explicitly state if the issue is Windows-only.
  • When discussing mounting or configuring NFS, ensure both Linux and Windows procedures are included, especially in troubleshooting scenarios.
  • If a problem or configuration is unique to Windows, clarify this in the documentation to avoid confusion for Linux users.
  • Include Linux command-line examples (e.g., using mount options, sysctl, or nfs-utils configuration) where appropriate, especially in sections where only Windows commands are currently shown.
  • Review the document for other places where Windows tools or patterns are mentioned without Linux parity, and add Linux equivalents or cross-references.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/monitor-volume-capacity.md [View Details]
Scanned: 2025-07-16 00:00 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation presents Windows (SMB) client instructions before Linux (NFS) client instructions, and provides more detailed, step-by-step guidance (including GUI and command-line) for Windows users. Windows-specific tools (File Explorer, dir command) are described in detail, while the Linux section only mentions the df command with less elaboration. There is also a reference to PowerShell in the REST API section, but no equivalent mention of Linux scripting tools.
Recommendations:
  • Alternate the order of Windows and Linux sections, or present them in parallel to avoid implicit prioritization.
  • Provide equally detailed instructions and screenshots for Linux users, including both GUI (if applicable, e.g., GNOME Files) and command-line methods.
  • Mention Linux scripting or automation tools (e.g., Bash scripts, cron jobs) in sections where PowerShell is referenced.
  • Ensure parity in troubleshooting notes and caveats for both platforms.
  • Where possible, use neutral language (e.g., 'On Windows, do X. On Linux, do Y.') and avoid always listing Windows first.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-data-migration-protection.md [View Details]
Scanned: 2025-07-15 00:00 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation demonstrates a mild Windows bias by listing Windows-specific tools (robocopy) before their Linux equivalents (rsync) when discussing SMB and NFS data migration. The only SMB tool mentioned is robocopy, a Windows-native utility, with no Linux or cross-platform SMB alternatives provided. Additionally, the order of presentation (rsync for NFS, robocopy for SMB) subtly prioritizes Windows tools for SMB scenarios.
Recommendations:
  • Include Linux and cross-platform SMB migration tools (such as smbclient, cifs-utils, or rsync with SMB mounts) alongside robocopy to provide parity for Linux users.
  • When listing tools, avoid always presenting Windows tools first; consider alternating order or grouping by platform.
  • Provide explicit examples or references for both Windows and Linux environments for all migration scenarios, especially for SMB.
  • Clarify that migration can be performed from both Windows and Linux clients, and link to relevant documentation for each platform.
  • Add a table or section summarizing migration tool options for both NFS and SMB, clearly indicating which platforms they support.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/monitor-volume-capacity.md [View Details]
Scanned: 2025-07-15 00:00 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation presents Windows (SMB) client instructions before Linux (NFS) client instructions, and provides more detailed steps and screenshots for Windows tools (File Explorer, dir command) compared to Linux (only df -h is mentioned). Windows-specific tools and UI interactions are described in greater detail, while Linux instructions are more concise.
Recommendations:
  • Alternate the order of Windows and Linux sections, or present them in parallel to avoid the impression of prioritizing Windows.
  • Provide equally detailed instructions and screenshots for Linux clients, including graphical tools (e.g., GNOME Disks, KDE Dolphin) if relevant.
  • Mention Linux tools and commands with the same level of detail as Windows (e.g., explain how to check properties in Linux file managers, or use additional commands like lsblk, ncdu, or graphical utilities).
  • Avoid presenting Windows tools and patterns first by default; consider user demographics or usage statistics to inform ordering.
  • Ensure parity in troubleshooting notes and caveats for both platforms.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/disable-showmount.md [View Details]
Scanned: 2025-07-15 00:00 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by providing only Azure PowerShell examples for registering and unregistering the feature, mentioning Azure CLI only as an aside without examples, and omitting any Linux shell or cross-platform command-line instructions. The primary workflow is presented using PowerShell, which is most familiar to Windows users.
Recommendations:
  • Provide equivalent Azure CLI command examples (e.g., 'az feature register', 'az feature show', 'az feature unregister') alongside PowerShell commands, with full syntax and example output.
  • Present Azure CLI (cross-platform) commands before or alongside PowerShell to avoid the impression of Windows-first bias.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide guidance for users on those platforms.
  • Where possible, include screenshots or terminal output from Linux/macOS environments to reinforce cross-platform support.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-nfs.md [View Details]
Scanned: 2025-07-15 00:00 • Page-level bias detected
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Page-Level Analysis

Windows Tools Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation provides a detailed PowerShell example and troubleshooting steps specifically for Windows NFS clients, including a PowerShell command and a Windows mount example. However, there are no equivalent Linux command examples or troubleshooting steps for Linux NFS clients, despite Linux being a primary NFS use case. This creates a Windows bias by prioritizing Windows tools, commands, and scenarios, while omitting Linux-specific guidance.
Recommendations:
  • Add equivalent Linux troubleshooting guidance for common NFS client issues (e.g., case sensitivity, mount performance).
  • Provide Linux command-line examples (e.g., mount commands, NFS client configuration) wherever Windows examples are given.
  • Ensure that Linux tools and workflows are mentioned at least as prominently as Windows ones, especially in sections discussing mounting, configuration, and troubleshooting.
  • When referencing external documentation, ensure parity by linking to both Windows and Linux guides.
  • Consider adding a dedicated FAQ entry for Linux client issues, similar to the Windows client troubleshooting section.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/network-attached-storage-protocols.md [View Details]
Scanned: 2025-07-15 00:00 • Page-level bias detected
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Page-Level Analysis

Windows Tools Windows First Missing Linux Example
Summary:
The documentation generally provides a balanced overview of both NFS (Linux/UNIX) and SMB (Windows) protocols, but there are subtle Windows biases. Windows tools and terminology (Active Directory, NTFS ACLs, SID translation, Entra ID) are referenced more frequently and with more official support. SMB/Windows scenarios are described as the default or primary use case, while Linux/UNIX (especially Samba/SMB on Linux) is described as unsupported or secondary. There are no Linux-specific command examples for SMB (e.g., using smbclient or mount.cifs), and the only command-line example given is for NFS (rpcinfo). Linux/UNIX tools and patterns are mentioned, but not as prominently or with as much detail as their Windows counterparts.
Recommendations:
  • Provide Linux-specific SMB usage examples (e.g., mounting SMB shares with mount.cifs, using smbclient) alongside Windows/Active Directory scenarios.
  • Clarify support status for SMB/Samba on Linux and provide guidance or references for best-effort interoperability.
  • Balance the order of protocol/tool presentation: when discussing dual-protocol or identity management, mention Linux/UNIX (e.g., LDAP, nsswitch) equally or before Windows/Active Directory.
  • Include more Linux/UNIX-focused troubleshooting and configuration tips, especially for dual-protocol environments.
  • Reference both Windows and Linux tools/utilities for managing permissions and shares (e.g., getfacl/setfacl for NFSv4 ACLs, as well as Windows ACL tools).
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/configure-kerberos-encryption.md [View Details]
Scanned: 2025-07-14 21:48 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Windows First
Summary:
The documentation demonstrates a Windows bias by requiring the use of PowerShell commands (Set-ADComputer) and Windows-specific tools (RSAT) for essential Active Directory configuration steps. These instructions are presented before any Linux client configuration, and there are no equivalent Linux-based methods or alternatives provided for managing the necessary AD computer account settings. The documentation assumes access to a Windows environment for directory management, which may not be available to all Linux-focused administrators.
Recommendations:
  • Provide equivalent instructions for configuring the Kerberos encryption type on the AD computer account using Linux-based tools, such as 'ldapmodify' or 'adcli', for environments where Windows or RSAT is not available.
  • Clearly indicate that the PowerShell/RSAT steps are required only if no Linux-based AD management tools are available, and offer cross-platform alternatives.
  • Reorder sections to present Linux client configuration and mounting steps before or alongside Windows/AD configuration to avoid the impression of Windows primacy.
  • Add a note or appendix with guidance for organizations that use Samba or other non-Windows AD-compatible services for directory management.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/configure-network-features.md [View Details]
Scanned: 2025-07-14 21:48 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias primarily through exclusive use of Azure PowerShell commands for feature registration status checks, with no equivalent Azure CLI (cross-platform) or Bash examples provided. The only command-line examples are in PowerShell, and there are no Linux-specific or cross-platform instructions for these tasks. The documentation also references the Azure portal (web UI), which is platform-neutral, but all scripting/automation is Windows-centric.
Recommendations:
  • Provide Azure CLI (az) command equivalents for all Azure PowerShell examples, especially for feature registration checks (e.g., az feature show --namespace Microsoft.NetApp --name ANFBasicToStdNetworkFeaturesUpgrade).
  • Where possible, include Bash shell examples for scripting tasks, or clarify that the steps can be performed on any OS using the Azure CLI.
  • Explicitly state that both Azure PowerShell and Azure CLI can be used for management tasks, and link to relevant cross-platform tool documentation.
  • If any automation or scripting is shown, ensure parity by including both PowerShell and Bash/Azure CLI snippets.
  • Review for any terminology or tool references that are Windows-specific and provide Linux/macOS equivalents where applicable.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/convert-nfsv3-nfsv41.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Windows Tools
Summary:
The documentation page demonstrates a moderate Windows bias, particularly in the feature registration section, where Azure PowerShell commands are presented first and in detail, while Azure CLI (more common on Linux) is only mentioned in passing. The use of PowerShell-specific code blocks and terminology (e.g., Register-AzProviderFeature, Get-AzProviderFeature) prioritizes Windows tooling. However, the main NFS conversion workflow and client-side examples are Linux-centric, using Linux commands (umount, mount, /etc/fstab) and terminology.
Recommendations:
  • Provide Azure CLI examples alongside (or before) Azure PowerShell examples for feature registration and status checking, with full command syntax and output samples.
  • Explicitly mention that both Windows and Linux clients are supported, and clarify any differences in steps for each platform.
  • Where possible, use platform-neutral language and tooling, or present both Windows and Linux options equally.
  • Ensure screenshots and UI references are not Windows-specific unless necessary.
  • Add a section or note for Windows NFS clients if they are supported, or clarify if the instructions are Linux-only.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/configure-network-features.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Missing Linux Example Windows Tools
Summary:
The documentation page demonstrates a Windows bias primarily through exclusive use of Azure PowerShell commands (e.g., Get-AzProviderFeature) for feature registration checks, with no CLI (az) or Bash/Linux alternatives provided. There are no Linux shell or cross-platform command examples, and the only command-line tooling referenced is PowerShell, which is more familiar to Windows users. This may disadvantage Linux administrators or those who prefer cross-platform tools.
Recommendations:
  • Provide equivalent Azure CLI (az) commands for all PowerShell examples, especially for feature registration checks (e.g., az feature list --namespace Microsoft.NetApp --query ...).
  • Explicitly note that PowerShell commands can be run on any OS with PowerShell Core, but also offer Bash or shell script alternatives where possible.
  • Where screenshots or UI steps are shown, clarify that the Azure portal is cross-platform, and consider mentioning any OS-specific considerations if relevant.
  • In sections discussing Terraform, mention that Terraform is cross-platform and can be used from Linux, macOS, or Windows.
  • Review all command snippets and ensure that for every PowerShell example, a CLI or Bash equivalent is provided to ensure Linux parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/manage-billing-tags.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example
Summary:
The documentation provides only portal-based (GUI) instructions for managing Azure NetApp Files billing tags and downloading cost data. There are no command-line examples or references for either Windows (e.g., PowerShell) or Linux (e.g., Azure CLI, Bash). However, the lack of any CLI examples means Linux users are not shown how to perform these tasks from the command line, which is a common workflow for Linux environments.
Recommendations:
  • Add Azure CLI examples for adding, editing, and viewing tags on capacity pools, as well as for downloading cost data, to ensure Linux users have clear, platform-agnostic instructions.
  • If PowerShell examples are added in the future, ensure Azure CLI (cross-platform) equivalents are provided alongside.
  • Explicitly mention that these tasks can be performed via both the Azure Portal and command-line tools, and provide links to relevant CLI documentation.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/manage-smb-share-access-control-lists.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation exclusively presents Windows-based tools and workflows (Windows Explorer, Microsoft Management Console) for managing SMB share ACLs in Azure NetApp Files. There are no Linux or cross-platform alternatives mentioned, and all instructions and screenshots are Windows-specific. This creates a strong Windows bias and leaves out users who may be administering from Linux or other non-Windows environments.
Recommendations:
  • Include equivalent instructions for viewing and managing SMB share ACLs from Linux systems, such as using smbclient, smbcacls, or other Samba tools.
  • Explicitly state if certain operations (such as modifying share-level ACLs) are only possible from Windows, and provide any available workarounds or alternatives for non-Windows users.
  • Add a section or note addressing cross-platform management, clarifying limitations and suggesting best practices for Linux/macOS administrators.
  • Where possible, provide command-line examples (e.g., PowerShell and Bash/smbcacls) side by side to improve parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/create-volumes-dual-protocol.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows Tools Missing Linux Example Windows First
Summary:
The documentation page demonstrates a Windows bias primarily in the management and configuration of LDAP POSIX attributes, where only Windows tools (Active Directory Users and Computers MMC snap-in) are described and illustrated. There are no equivalent instructions or examples for managing POSIX attributes using Linux tools or command-line utilities. Additionally, the step-by-step instructions for accessing the Attribute Editor are exclusively for Windows systems, and Windows terminology and tools are mentioned first or exclusively in several places. There are no PowerShell command examples, but the overall guidance assumes a Windows-centric administrative environment.
Recommendations:
  • Add equivalent instructions and examples for managing LDAP POSIX attributes using Linux tools (e.g., ldapmodify, ldapadd, or graphical LDAP editors like Apache Directory Studio).
  • Provide Linux-based workflows for common administrative tasks, such as editing user and group attributes, alongside the Windows MMC snap-in instructions.
  • When referencing tools or workflows, mention both Windows and Linux options, or present them in a neutral order (e.g., 'On Windows, use X; on Linux, use Y').
  • Include screenshots or command-line examples for Linux-based LDAP management where possible.
  • Clarify that administrative tasks can be performed from both Windows and Linux environments, and link to relevant Linux documentation or external resources.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/large-volumes-requirements-considerations.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First
Summary:
The documentation page demonstrates a mild Windows bias by providing an Azure PowerShell example for checking feature registration status before mentioning the Azure CLI alternative. No Linux-specific examples or tools are shown, and the PowerShell example is given more prominence. However, the page does reference Linux performance benchmarks and does not include Windows-only tools or patterns elsewhere.
Recommendations:
  • Present Azure CLI and PowerShell examples side-by-side or with equal prominence, ideally showing CLI first as it is cross-platform.
  • Explicitly mention that both Azure CLI and PowerShell are supported on Windows, Linux, and macOS.
  • Where possible, provide Linux-specific operational examples (e.g., mounting NFS volumes from Linux clients) in relevant sections.
  • Avoid using PowerShell-specific code blocks as the only example; always include CLI or REST API alternatives.
  • If referencing performance benchmarks for Linux, consider also linking to any available Windows benchmarks for parity, or clarify if Linux is the primary supported/tested platform.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/lightweight-directory-access-protocol-name-mapping.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a Windows-first bias by exclusively describing the asymmetric name mapping process using Windows tools (Active Directory Users and Computers MMC) and workflows. There are no equivalent instructions or references for performing similar LDAP attribute modifications using Linux-native tools or command-line utilities, despite the hybrid environment context.
Recommendations:
  • Add parallel instructions for modifying LDAP attributes using Linux tools such as ldapmodify, ldapvi, or Apache Directory Studio.
  • Include examples of how to update the UID field for a user in LDAP from a Linux system, possibly with command-line snippets.
  • Present both Windows and Linux methods side-by-side or in separate sections to ensure parity and inclusivity for administrators on either platform.
  • Reference cross-platform LDAP management tools where appropriate, and clarify that the process is not limited to Windows environments.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/network-attached-file-permissions.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by describing Windows SMB inheritance controls first and in more detail, including a screenshot of the Windows interface, while Linux/NFS methods are only briefly mentioned without visual aids or command-line examples. Windows terminology and tools are foregrounded, and there are no Linux/NFS command examples or screenshots.
Recommendations:
  • Provide equivalent Linux/NFS examples, such as showing how to set inheritance with setfacl or chmod on NFSv4.1.
  • Include screenshots or command-line snippets for Linux/NFS permission management, not just Windows GUI.
  • Present Windows and Linux/NFS instructions in parallel, rather than describing Windows first and in more detail.
  • Expand on Linux/NFS permission inheritance, including practical steps and best practices.
  • Balance the use of terminology and visuals between Windows and Linux/NFS environments.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/reestablish-deleted-volume-relationships.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows First
Summary:
The documentation page primarily uses Azure PowerShell commands for feature registration, with PowerShell examples shown first and in detail. The mention of Azure CLI (which is cross-platform and more common on Linux) is brief and lacks example commands, creating a Windows-first impression and making it harder for Linux users to follow along.
Recommendations:
  • Provide Azure CLI command examples alongside PowerShell examples for all feature registration and status-checking steps.
  • Present Azure CLI and PowerShell examples in parallel or with equal prominence, rather than prioritizing PowerShell.
  • Explicitly mention that Azure CLI is cross-platform and suitable for Linux/macOS users.
  • Consider including bash shell script snippets or Linux terminal screenshots where appropriate to demonstrate parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azacsnap-release-notes.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation provides both Linux and Windows binaries for AzAcSnap, but there is a noticeable emphasis on Windows-specific features (e.g., Microsoft SQL Server on Windows) and terminology. Some features are described as available only for Windows (e.g., SQL Server 2022 on Windows), and there are no explicit Linux-specific examples or parity notes for features. Windows is often mentioned first or exclusively in feature announcements, and there is a lack of Linux-focused troubleshooting or configuration examples.
Recommendations:
  • Ensure that for every Windows-specific feature or example, a Linux equivalent is provided or the lack thereof is explicitly documented.
  • When listing supported platforms or features, alternate the order (e.g., Linux first in some sections) or use neutral phrasing.
  • Add Linux-specific configuration, troubleshooting, and usage examples where appropriate.
  • Clearly indicate feature parity or gaps between Windows and Linux, and provide timelines or workarounds for missing Linux features.
  • Include Linux tools, logs, and environment variable usage in examples and troubleshooting guidance.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-delegate-subnet.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Missing Linux Example
Summary:
The documentation page provides only Azure Portal (GUI) instructions for delegating a subnet to Azure NetApp Files and does not include any command-line examples. There is no explicit Windows bias (such as PowerShell or Windows tool references), but there is a lack of parity for users who prefer or require CLI-based workflows, which are common in Linux environments.
Recommendations:
  • Add Azure CLI examples for subnet delegation, as Azure CLI is cross-platform and widely used on Linux.
  • If relevant, include Azure PowerShell examples as well, but ensure Azure CLI examples are presented first or alongside PowerShell to avoid Windows-first bias.
  • Explicitly mention that the steps can be performed via CLI or automation tools, and provide links or references to relevant documentation for both Linux and Windows users.
  • Ensure screenshots and instructions do not assume a Windows environment (e.g., avoid showing Windows-specific UI elements or file paths).
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-sdk-cli.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Powershell Heavy Missing Linux Example
Summary:
The documentation lists both Azure CLI and PowerShell as supported CLI tools, but PowerShell (a Windows-centric tool) is given equal prominence to Azure CLI, with no mention of Bash, Linux shell, or cross-platform scripting examples. There are no explicit Linux examples or references to Linux-native tools, and the documentation does not clarify that Azure CLI is cross-platform or provide Linux-specific guidance.
Recommendations:
  • Explicitly state that Azure CLI is cross-platform and works on Linux, macOS, and Windows.
  • Provide example commands for both Azure CLI (in Bash/shell) and PowerShell, making it clear which is suitable for Linux users.
  • Add a section or note for Linux users, including installation instructions or links for Azure CLI on Linux.
  • If possible, include references to automation or scripting approaches common on Linux (e.g., Bash scripts, cron jobs) alongside PowerShell.
  • Reorder the CLI tools table to list Azure CLI first, emphasizing its cross-platform nature.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/mount-volumes-vms-smb.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation is exclusively focused on mounting SMB volumes for Windows VMs, providing only Windows client instructions and screenshots. There are no Linux examples or references to Linux tools for mounting SMB volumes, and the title and content are Windows-centric.
Recommendations:
  • Add a section on mounting SMB volumes from Linux clients, including example commands (e.g., using mount.cifs or smbclient).
  • Include Linux-specific screenshots or terminal output where appropriate.
  • Update the title and description to clarify if the guide is Windows-only, or broaden the scope to include Linux.
  • Ensure parity in detail and clarity between Windows and Linux instructions.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-nfs.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation provides a detailed PowerShell command and mount example for Windows clients accessing NFS volumes, but does not provide equivalent Linux command-line examples for mounting NFS volumes or configuring client settings. This creates a bias toward Windows users and leaves Linux administrators without direct guidance for common NFS tasks.
Recommendations:
  • Add explicit Linux command-line examples (e.g., using 'mount' command) for mounting NFS volumes, including recommended mount options.
  • Provide Linux-specific guidance for optimizing NFS client performance (e.g., sysctl settings, mount options for performance, troubleshooting tips).
  • When discussing client configuration (such as case sensitivity or performance tuning), include both Windows and Linux procedures side by side.
  • Ensure that any PowerShell or Windows-specific instructions are matched with equivalent Linux shell commands where applicable.
  • Review the documentation for other places where only Windows tools or patterns are mentioned, and add Linux equivalents to ensure parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/cross-region-replication-create-peering.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by providing Azure PowerShell commands as the primary example for feature registration and status checking, with Azure CLI (which is cross-platform and more common on Linux) only mentioned in passing and without explicit command examples. There are no Linux-specific or CLI-first instructions, and the only code blocks are PowerShell. This may disadvantage Linux users or those who prefer CLI tools.
Recommendations:
  • Provide explicit Azure CLI command examples (e.g., 'az feature register', 'az feature show') alongside or before PowerShell examples, in code blocks.
  • When referencing command-line operations, avoid assuming PowerShell as the default; present CLI and PowerShell options equally.
  • Include notes or sections for Linux/macOS users, clarifying that all operations can be performed via Azure CLI on any platform.
  • Consider alternating the order of examples (CLI first in some sections, PowerShell in others) to avoid 'Windows first' bias.
  • Where screenshots or UI steps are shown, clarify that the Azure Portal is platform-agnostic.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/kerberos.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Windows Tools Powershell Heavy Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by prioritizing Windows Active Directory as the only supported KDC, referencing Windows tools (such as Event Viewer, MMC, and setspn) for management and troubleshooting, and providing detailed workflows and terminology rooted in Windows environments. Powershell and Windows-specific management consoles are mentioned for SPN management, while Linux/UNIX equivalents are not. There are no Linux command-line examples for managing Kerberos or SPNs, and Linux-specific workflows are only briefly mentioned, often as exceptions or notes, rather than as first-class guidance.
Recommendations:
  • Explicitly mention and, where possible, provide parity for Linux/UNIX tools and workflows (e.g., kadmin, ktutil, klist, and relevant Linux commands for SPN/keytab management).
  • Include Linux/UNIX command-line examples for common Kerberos tasks, such as creating and managing keytabs, configuring krb5.conf, and troubleshooting Kerberos authentication.
  • Where Windows tools (e.g., setspn, MMC, Event Viewer) are referenced, also reference Linux/UNIX equivalents or alternatives.
  • Clarify any Azure NetApp Files limitations regarding non-Windows KDCs, and if only Windows AD is supported, explain the rationale and potential roadmap for broader KDC support.
  • Balance the order of presentation so that Linux/NFS and Windows/SMB are treated with equal depth and priority, rather than consistently leading with Windows.
  • Add troubleshooting sections and best practices relevant to Linux environments, including log file locations, common error messages, and diagnostic commands.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/includes/smb-continuous-availability.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation page demonstrates a Windows bias by focusing exclusively on Windows-based workloads and tools (e.g., Citrix, FSLogix, MSIX app attach, SQL Server on Windows), explicitly stating that Linux SQL Server is not supported, and omitting any Linux-specific examples or guidance. Additionally, it references Windows/Active Directory security privileges without mentioning Linux equivalents.
Recommendations:
  • Clearly state the lack of Linux support up front and provide a roadmap or estimated timeline for Linux parity, if available.
  • Include examples or guidance for Linux workloads if/when support becomes available.
  • Where Windows-specific tools or privileges (e.g., SeSecurityPrivilege, Active Directory) are mentioned, provide Linux equivalents or clarify that these steps are not applicable to Linux environments.
  • Add a section addressing common Linux use cases and their current support status, to inform Linux administrators.
  • If Linux support is planned, invite feedback or provide a link for users to request Linux support.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-create-volumes-smb.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example Windows Tools Powershell Heavy
Summary:
The documentation page exhibits a strong Windows bias. All examples and instructions for managing SMB volume permissions and share properties are provided exclusively for Windows environments, specifically referencing Windows SMB clients, Microsoft Management Console (MMC), and Windows File Explorer. There are no examples or guidance for Linux clients, even though SMB is cross-platform and Linux clients (e.g., using smbclient, mount.cifs, or Nautilus) are common in enterprise environments. The documentation assumes Windows as the default or only client, omitting Linux tools and workflows.
Recommendations:
  • Add parallel instructions and screenshots for managing SMB share and NTFS permissions from Linux clients, using tools such as smbclient, mount.cifs, or GUI file managers (e.g., Nautilus, Dolphin).
  • Include examples of mounting the SMB volume from Linux, with sample mount commands and troubleshooting tips.
  • Mention Linux equivalents for tasks like viewing shares (e.g., smbclient -L), modifying permissions (e.g., setfacl, or using smbclient's 'chmod' and 'chown' commands where supported).
  • Clarify that SMB volumes can be accessed and managed from both Windows and Linux clients, and provide links to relevant Linux documentation.
  • Avoid assuming Windows as the only or primary environment by rephrasing sections to be platform-neutral where possible.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-performance-metrics-volumes.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation page generally aims for cross-platform neutrality, mentioning both Linux and Windows for tools like FIO and providing links to both Windows and Linux VM sizing. However, there is subtle Windows bias: the VM sizing section lists the Windows VM sizes link before the Linux equivalent, and there are no explicit Linux command-line examples (e.g., FIO usage on Linux), nor are there any Linux-specific screenshots or walkthroughs. The only API example uses curl, which is cross-platform but more common on Linux, yet there are no PowerShell or Windows CLI examples either. The 'Performance benchmarks for Linux' is relegated to a 'Next steps' link rather than being integrated into the main content.
Recommendations:
  • Provide explicit Linux and Windows command-line examples for running FIO or SSB, showing both platforms equally.
  • Alternate the order of Windows and Linux references (e.g., sometimes list Linux first).
  • Include Linux-specific screenshots or terminal output where appropriate.
  • Integrate Linux benchmarking guidance directly into the main content, not just as a 'Next steps' link.
  • If API examples are shown with curl, consider also showing PowerShell/Windows CLI equivalents for parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/enable-continuous-availability-existing-SMB.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example Windows Tools
Summary:
The documentation page demonstrates a strong Windows bias. All operational steps and verification commands are presented exclusively for Windows environments, specifically referencing Windows systems and PowerShell commands. There are no examples or guidance for Linux or macOS clients, nor is there mention of how to verify or interact with SMB CA from non-Windows platforms.
Recommendations:
  • Add equivalent instructions for Linux clients, including how to remount SMB shares after enabling CA and how to verify CA status using Linux tools (e.g., 'smbstatus', 'mount', or 'smbclient').
  • Mention that SMB CA is a Windows-centric feature but clarify any relevant behaviors or limitations for Linux/macOS clients.
  • Provide command-line examples for Linux (and optionally macOS) environments, or explicitly state if verification is not possible or not supported from those platforms.
  • Avoid assuming all users are on Windows; update language to be inclusive of cross-platform scenarios.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-smb-performance.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a strong Windows bias: all command-line examples use Windows PowerShell cmdlets (e.g., Get-SmbClientNetworkInterface, set-SmbClientConfiguration), and only Windows tools (Performance Monitor, Hyper-V adapters) are referenced for monitoring and configuration. There are no Linux or macOS SMB client examples, nor is there any mention of how to achieve similar monitoring or tuning on non-Windows platforms. References and links are exclusively to Windows documentation, and Windows terminology is used throughout.
Recommendations:
  • Include equivalent Linux (e.g., smbclient, mount.cifs, smbstatus, /proc/fs/cifs) and macOS (mount_smbfs, system profiler) commands and examples for all configuration and monitoring steps.
  • When referencing tools like Performance Monitor or PowerShell cmdlets, also mention and provide examples for open-source or cross-platform alternatives (e.g., iostat, iftop, netstat, atop, nload, or perf tools on Linux).
  • Add a section or callouts for Linux and macOS SMB client tuning, including sysctl parameters, mount options, and relevant kernel modules.
  • When describing SMB features (Multichannel, Signing, Encryption), clarify support and configuration steps for non-Windows clients, including any limitations or differences.
  • Provide links to official Samba and Linux SMB client documentation alongside Windows references.
  • Avoid assuming the reader is using Windows by default; use neutral language and structure sections to address all major platforms equally.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-data-migration-protection.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Windows Tools Powershell Heavy
Summary:
The documentation demonstrates a mild Windows bias by mentioning Windows tools (robocopy) alongside Linux tools (rsync), but consistently lists the Windows tool second. There is a slight preference for Windows terminology and tools, and the only SMB example given is robocopy, which is Windows-specific. There are no explicit Linux SMB examples (such as smbclient or Linux mount/cp commands), and no PowerShell or command-line examples are provided, but the tool recommendations lean toward Windows environments for SMB.
Recommendations:
  • Provide explicit Linux-based SMB migration examples (e.g., using smbclient, mount.cifs with cp/rsync, or other Linux-native tools).
  • When listing tools, alternate the order or group by protocol rather than platform, or explicitly state parity (e.g., 'For NFS, use rsync (Linux/macOS) or robocopy (Windows); for SMB, use robocopy (Windows) or smbclient (Linux)').
  • Include example commands for both Windows and Linux environments for each protocol (NFS and SMB).
  • Mention cross-platform tools (e.g., rclone, or third-party migration tools that run on both OSes) where appropriate.
  • Clarify that migration can be performed from both Windows and Linux clients, and provide links to relevant documentation for both.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/configure-kerberos-encryption.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows Tools Windows First
Summary:
The documentation demonstrates a Windows bias by requiring the use of PowerShell commands (Set-ADComputer) and referencing Windows-specific tools (RSAT) for critical configuration steps, such as setting Kerberos encryption types on Active Directory computer accounts. These steps are presented without Linux or cross-platform alternatives, and the Windows/PowerShell approach is described first and exclusively, even though the NFS client is Linux-based.
Recommendations:
  • Provide equivalent instructions for setting Kerberos encryption types using Linux-based tools such as 'ldapmodify', 'adcli', or 'samba-tool', for environments where administrators do not have access to Windows or PowerShell.
  • Include examples of how to perform Active Directory-related tasks from a Linux host, especially since the NFS client is Linux.
  • Clearly indicate whether the PowerShell/RSAT steps are mandatory or if there are alternative approaches for non-Windows environments.
  • Consider restructuring the documentation to present both Windows and Linux methods side by side, or at least mention Linux alternatives where only Windows tools are referenced.
  • Add a note or section addressing cross-platform administration scenarios, acknowledging that not all environments will have Windows domain controllers or administrators with Windows access.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/network-attached-file-permissions-smb.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation page exclusively discusses SMB file permissions in the context of NTFS ACLs, referencing only Microsoft/Windows concepts and documentation. There are no examples or mentions of Linux tools, commands, or perspectives for managing SMB permissions, nor is there guidance for Linux administrators.
Recommendations:
  • Include examples of managing SMB/NTFS permissions from Linux clients, such as using the 'smbcacls' or 'setfacl' tools where applicable.
  • Reference Linux documentation or community resources for interacting with SMB shares and NTFS ACLs.
  • Clarify whether and how Linux clients can view or modify SMB permissions on Azure NetApp Files, and provide guidance if there are limitations.
  • Present both Windows and Linux approaches in parallel, or at least acknowledge Linux scenarios and provide links to further information.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/configure-customer-managed-keys.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows First
Summary:
The documentation provides both Azure CLI and Azure PowerShell examples for configuring customer-managed keys, but there is a notable emphasis on PowerShell, which is primarily a Windows tool. The PowerShell section is given equal prominence to the Azure CLI, despite CLI being cross-platform, and there are no explicit Linux shell (bash) or scripting examples. The documentation does not mention or demonstrate Linux-specific workflows or tools, and PowerShell is presented as a primary automation method alongside the CLI.
Recommendations:
  • Clearly state that Azure CLI commands are cross-platform and can be run on Windows, macOS, and Linux.
  • Add explicit bash shell examples (where relevant) to show Linux-native scripting, especially for variable assignment and command chaining.
  • De-emphasize PowerShell as a primary automation method, or clarify that PowerShell Core is available cross-platform, but provide bash alternatives for Linux users.
  • Include a section or note for Linux users, highlighting any OS-specific considerations or confirming that all steps are supported on Linux.
  • Where screenshots or UI references are shown, clarify that the Azure Portal is OS-agnostic and accessible from any browser.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/data-plane-security.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a subtle Windows bias by consistently mentioning SMB (a Windows protocol) before NFS (a Linux/UNIX protocol) in several sections, and by providing more detailed explanations for Windows/SMB features such as ACLs and permission inheritance. Integration with Active Directory (a Windows-centric directory service) is highlighted as the only supported LDAP service, with no mention of alternatives or Linux-based directory services. There are no command-line examples or configuration snippets for either platform, but the text assumes familiarity with Windows tools and patterns, while Linux/UNIX equivalents are less emphasized or described in less detail.
Recommendations:
  • Alternate the order of SMB and NFS discussions to avoid always placing Windows protocols first.
  • Provide equal depth and detail for NFS (Linux/UNIX) features, including advanced NFSv4.x ACLs and Linux-based permission management.
  • Include practical configuration examples for both Windows (PowerShell, GUI) and Linux (command-line, shell scripts) environments.
  • Mention or acknowledge Linux-based directory services (such as OpenLDAP) even if not currently supported, and clarify roadmap or alternatives.
  • Ensure that terminology and explanations are balanced, avoiding the assumption that Active Directory or Windows ACLs are the default or only approach.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-set-up-capacity-pool.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by providing PowerShell commands and update instructions before or instead of equivalent Linux/Azure CLI examples. PowerShell (a Windows-centric tool) is mentioned and exemplified in detail, while Azure CLI (cross-platform) is referenced but not exemplified. There are no explicit Linux shell or Bash examples, and the PowerShell module update process is described in more detail than the Azure CLI update process.
Recommendations:
  • Provide explicit Azure CLI command examples alongside PowerShell examples for all operations, especially for feature registration and status checking.
  • Include Linux/Bash-specific instructions for updating Azure CLI and using CLI commands.
  • When listing prerequisites or steps, present Azure CLI (cross-platform) instructions before or alongside PowerShell (Windows-centric) instructions to avoid a 'Windows-first' impression.
  • Ensure that all command-line examples are provided in both PowerShell and Bash/Azure CLI syntax, with clear labels for each.
  • Consider adding a table or section comparing PowerShell and Azure CLI commands for common tasks.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/dual-protocol-permission-behaviors.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation demonstrates a subtle Windows bias by frequently referencing Windows tools and concepts (such as NTFS, Windows RPC, and Active Directory) before or more prominently than their Linux/NFS equivalents. There are no practical Linux/NFS command examples (e.g., no explicit 'chmod' or 'chown' usage shown), and management tools for NFS/UNIX permissions are only briefly mentioned (e.g., nfs4_getfacl/nfs4_setfacl) without examples. The documentation assumes familiarity with Windows-centric identity and permission management, and Linux/NFS scenarios are less detailed.
Recommendations:
  • Provide practical Linux/NFS examples (e.g., show how to use chmod, chown, nfs4_getfacl, nfs4_setfacl for managing permissions).
  • Balance the order of presentation so that Linux/NFS tools and workflows are described alongside or before Windows/SMB equivalents where appropriate.
  • Include explicit Linux/NFS troubleshooting scenarios and command-line outputs, similar to the detail given for Windows/SMB/NTFS.
  • Expand on NFS/UNIX identity management, including example LDAP configurations and group mapping for Linux environments.
  • Add diagrams or workflows that illustrate both Windows and Linux client interactions with Azure NetApp Files.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/default-individual-user-group-quotas-introduction.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation presents Windows client instructions (Windows Explorer and dir command) before Linux client instructions, and references Windows-specific concepts (Security Identifiers/SIDs) before UNIX equivalents (UIDs/GIDs). Windows tools and patterns are mentioned first in several places, and the 'Next steps' section links to Windows-specific documentation. However, both Windows and Linux examples are present, and Linux parity is generally maintained in technical content.
Recommendations:
  • Alternate the order of Windows and Linux client instructions in relevant sections, or present them in parallel to avoid implicit prioritization.
  • When introducing user/group identification, mention UNIX (UID/GID) and Windows (SID) concepts together, or start with UNIX when discussing NFS.
  • In 'Next steps', provide links to both Windows and Linux documentation for related concepts (e.g., link to Linux user/group management alongside Windows Security Identifiers).
  • Ensure that all example scenarios and screenshots are balanced between Windows and Linux clients.
  • Explicitly state that both Windows and Linux clients are supported and that instructions apply equally, where appropriate.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/lightweight-directory-access-protocol.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation page demonstrates a strong Windows bias by exclusively referencing Microsoft Active Directory as the only supported LDAP server, focusing on AD DS and Microsoft Entra Domain Services. It describes LDAP security and schema extensions primarily in the context of Windows tools and features (e.g., Identity Management for UNIX, Service for UNIX, Centrify). The only concrete example for querying LDAP SRV records uses Windows nslookup syntax, with a brief mention of the Linux dig command but no example. There are no Linux/OpenLDAP-specific instructions, examples, or parity in tool usage, and the documentation repeatedly positions Windows/Active Directory as the default or only scenario.
Recommendations:
  • Provide equivalent Linux/OpenLDAP examples where possible, such as showing how to query LDAP SRV records using the dig command with a full example.
  • Clarify early in the documentation that only Microsoft Active Directory is supported, but also acknowledge common Linux LDAP servers (e.g., OpenLDAP) and explain any limitations or roadmap for support.
  • When discussing LDAP schema extensions, mention Linux/UNIX approaches (such as using RFC 2307 attributes in OpenLDAP) and how they compare to Windows extensions.
  • Include examples or notes for Linux administrators, such as how to configure LDAP clients on Linux to work with Azure NetApp Files, even if only Active Directory is supported.
  • Balance the discussion of tools and terminology by not assuming a Windows-centric environment; reference both Windows and Linux tools and patterns where applicable.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/manage-cool-access.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by providing Azure PowerShell commands as the primary example for feature registration, with Azure CLI (cross-platform) commands only mentioned secondarily in text and not shown as code blocks. There are no explicit Linux/CLI examples or screenshots, and the UI instructions reference right-click actions, which are more typical of Windows environments. No Linux-specific tools or workflows are discussed.
Recommendations:
  • Provide Azure CLI command examples in code blocks alongside PowerShell, not just as a mention in text.
  • Include explicit Linux/macOS instructions or notes where workflows may differ (e.g., right-click actions in the Azure Portal).
  • Ensure screenshots and UI instructions are platform-neutral or clarify that the steps apply equally across OSes.
  • Where possible, add Bash shell examples for scripting or automation tasks.
  • Review for any terminology or workflow that assumes a Windows environment and generalize for cross-platform users.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-smb.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools Powershell Heavy
Summary:
The documentation page demonstrates a strong Windows bias. All examples, tools, and troubleshooting steps reference Windows environments, utilities, and protocols (e.g., MMC, Active Directory Users and Computers, Windows Server DFS, Windows clock sync, Windows Update). There are no Linux or cross-platform examples, nor is there mention of how to interact with Azure NetApp Files SMB shares from Linux clients (e.g., using smbclient, mount.cifs, or Samba). The documentation assumes the reader is using Windows or Windows Server, omitting guidance for Linux administrators.
Recommendations:
  • Add examples and troubleshooting steps for accessing Azure NetApp Files SMB shares from Linux clients (e.g., using smbclient, mount.cifs, or gvfs).
  • Include Linux equivalents for Windows tools mentioned (e.g., how to view share/session/open files using smbstatus or similar).
  • When discussing Active Directory integration, mention how to join Linux clients to AD domains and access SMB shares securely.
  • Provide parity in configuration and troubleshooting guidance for both Windows and Linux environments.
  • Avoid assuming the administrator is always using Windows; clarify when a step is Windows-specific and offer alternatives for other platforms.
  • Reference relevant Linux documentation or man pages where appropriate.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/manage-file-access-logs.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation exhibits a Windows bias by presenting Windows/Powershell examples and instructions first, providing detailed step-by-step instructions for setting SACLs via the Windows GUI, and referencing Windows tools (e.g., robocopy) without Linux equivalents. There are no equivalent step-by-step instructions or command-line examples for Linux users, especially for setting Audit ACEs on NFSv4.1 shares. The registration section also prioritizes Azure PowerShell, with only a brief mention of Azure CLI. This may hinder Linux administrators from easily following the documentation.
Recommendations:
  • Provide equivalent step-by-step instructions for setting Audit ACEs on NFSv4.1 shares from a Linux client, including example commands (e.g., using nfs4_setfacl).
  • Include Linux command-line examples for relevant operations, such as registering the feature with Azure CLI, alongside or before PowerShell examples.
  • Mention Linux tools (e.g., rsync) alongside Windows tools like robocopy when discussing migration scenarios.
  • Ensure that instructions and screenshots are balanced between Windows and Linux environments, or provide tabs for each platform where applicable.
  • Clarify in each section which steps are for Windows and which are for Linux, and avoid assuming a Windows administration host as the default.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/lightweight-directory-access-protocol-schemas.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example Powershell Heavy
Summary:
The documentation page demonstrates a strong Windows/Active Directory bias. All configuration and indexing examples are exclusively based on Microsoft Active Directory, with detailed instructions and screenshots for Windows tools (ADSI Edit). There are no examples or guidance for equivalent LDAP schema/indexing management on Linux-based LDAP servers (such as OpenLDAP). The terminology and attribute mapping tables are also oriented toward Active Directory defaults, and Linux/UNIX LDAP server administration is not addressed.
Recommendations:
  • Add equivalent examples and instructions for managing LDAP schemas and attribute indexing in common Linux LDAP servers (e.g., OpenLDAP), including command-line and configuration file methods.
  • Provide screenshots or code snippets for Linux tools (such as ldapmodify, slapd.conf, or LDIF files) to illustrate how to index attributes like uid and uidNumber.
  • Reorganize sections to present both Windows and Linux approaches in parallel, or clearly indicate when content is specific to Active Directory.
  • Expand the attribute mapping table to clarify which attributes are standard across LDAP implementations and which are specific to Active Directory.
  • Include a section discussing differences and best practices for both Windows and Linux LDAP environments, especially for organizations using non-AD LDAP servers.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/snapshots-introduction.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a mild Windows bias. When listing tools for snapshot management, PowerShell is mentioned alongside Azure CLI, REST API, and the Azure portal, but no Linux-specific command-line examples (such as Bash scripts or Linux-native tools) are provided. PowerShell is referenced explicitly, and there are no Linux shell or scripting examples. The documentation does not provide example commands for Linux environments, nor does it mention Linux-first tooling or patterns. While the documentation is generally platform-neutral in its conceptual explanations, the practical guidance and tool references lean toward Windows/PowerShell, and Linux parity is not fully achieved.
Recommendations:
  • Include explicit Linux/Bash command-line examples for snapshot management using Azure CLI.
  • When listing tools, mention Azure CLI and Bash scripting before or alongside PowerShell, to avoid Windows-first ordering.
  • Provide example scripts for both PowerShell (Windows) and Bash (Linux/macOS) in the 'Scripts' section.
  • Clarify that Azure CLI is cross-platform and provide usage examples on Linux.
  • Where PowerShell modules are referenced, also reference equivalent Bash/CLI usage or scripts.
  • Consider adding a section or callout for Linux administrators, highlighting relevant tools and patterns.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/understand-data-encryption.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Powershell Heavy Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by prioritizing Windows/SMB and Active Directory scenarios, referencing Windows-specific tools and security features (such as Group Policy, registry settings, and Windows Server advisories), and omitting Linux/NFS client configuration examples or tools. SMB encryption and UNC hardening are discussed in detail before NFS/Kerberos, and LDAP security is explained mainly in the context of Microsoft Active Directory, with configuration guidance focused on Windows environments. There are no Linux or cross-platform command-line examples or references to common Linux tools for configuring or verifying encryption.
Recommendations:
  • Provide parallel Linux/NFS client configuration examples for enabling and verifying Kerberos encryption, including example commands (e.g., mount options, krb5.conf settings).
  • Include references to Linux tools (such as kinit, mount.nfs, or sssd) and describe how to configure NFS and LDAP encryption from Linux clients.
  • When discussing LDAP signing and channel binding, add guidance for configuring these features on non-Windows LDAP servers (such as OpenLDAP) and clients.
  • Balance the order of presentation so that NFS/Linux scenarios are given equal prominence to SMB/Windows scenarios.
  • Add troubleshooting and verification steps for both Windows and Linux clients (e.g., using tcpdump or Wireshark on Linux to inspect encrypted traffic).
  • Reference relevant Linux documentation or man pages alongside Microsoft/Windows links.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/understand-volume-languages.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a moderate Windows bias. Windows tools (Explorer, PowerShell, Notepad, Notepad++, Windows Terminal) and workflows are often mentioned first or in greater detail than their Linux equivalents. Several sections provide detailed PowerShell and Windows-specific instructions or screenshots, while Linux tools and commands are sometimes mentioned only later or in passing. Some encoding conversion and file inspection examples are Windows-centric, with Linux alternatives appearing as secondary notes. There are also cases where Windows-specific troubleshooting steps are detailed, but equivalent Linux troubleshooting is not provided.
Recommendations:
  • Ensure Linux and macOS examples are presented alongside Windows examples, not just as afterthoughts.
  • When introducing tools or workflows (e.g., file encoding inspection, font settings), provide Linux-native equivalents (e.g., 'file', 'iconv', 'locale', terminal font configuration) with equal detail and screenshots.
  • Balance the order of presentation: alternate between Windows and Linux examples, or group by OS rather than consistently leading with Windows.
  • Expand troubleshooting and configuration guidance for Linux clients (e.g., how to adjust terminal fonts, locale settings, or encoding in GNOME Terminal, Konsole, or iTerm2).
  • Where PowerShell or CMD commands are given, provide equivalent bash/zsh commands for Linux/macOS.
  • Include more Linux/macOS screenshots to match the number and detail of Windows screenshots.
  • Explicitly mention macOS where relevant, especially since it is a common SMB/NFS client.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/understand-guidelines-active-directory-domain-service-site.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a Windows-centric bias by focusing primarily on Windows tools and patterns for Active Directory Domain Services (AD DS) site design. Windows terminology and utilities (such as Active Directory Sites and Services, nslookup, and references to Windows Server documentation) are used exclusively, with no equivalent Linux tooling or procedures provided. While Linux clients are mentioned in the context of Kerberos authentication, there are no Linux-specific configuration examples, tools, or troubleshooting steps. The documentation assumes the use of Windows-based management tools and does not address how to perform equivalent tasks from Linux environments.
Recommendations:
  • Provide Linux-based examples for verifying DNS SRV records (e.g., using dig or host commands) alongside nslookup.
  • Include instructions or references for managing AD DS site and subnet assignments using cross-platform tools or via command-line interfaces (such as PowerShell Core on Linux, or relevant LDAP tools).
  • Offer guidance for Linux administrators on integrating with AD DS, including troubleshooting connectivity and authentication from Linux clients.
  • Reference open-source or cross-platform alternatives for AD DS management where possible, or clarify which steps require Windows-only tools.
  • Balance the order of presentation so that Linux and Windows scenarios are treated equally, especially in authentication and connectivity sections.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/sever-message-block-support.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example Powershell Heavy
Summary:
The documentation page demonstrates a Windows-centric bias in several ways: it references Windows tools, protocols, and behaviors extensively (e.g., NTFS, Hyper-V, MS SQL Server, Windows Indexing Service, LMHOSTS, FSCTL codes, and Windows-specific features like Offline Files and Previous Versions). Windows terminology and tools are mentioned first or exclusively, while Linux or macOS equivalents are rarely referenced or are only mentioned in passing (e.g., UNIX extensions, dual protocol, or POSIX/UNIX security). There are no Linux or macOS-specific configuration examples, troubleshooting tips, or usage scenarios, and the documentation assumes familiarity with Windows administration concepts.
Recommendations:
  • Add Linux/macOS client configuration and usage examples for connecting to SMB shares hosted on Azure NetApp Files.
  • Include references to Linux tools (e.g., smbclient, mount.cifs) and describe how to mount and interact with SMB shares from non-Windows systems.
  • Document differences in behavior between Windows and Linux/macOS clients, especially regarding permissions, symlinks, and file deletion semantics.
  • Provide troubleshooting guidance for common issues encountered by Linux/macOS clients (e.g., authentication, encryption, protocol compatibility).
  • Balance references to Windows-specific features with equivalent or alternative workflows for Linux/macOS environments where possible.
  • Clarify when features or behaviors are Windows-only and suggest alternatives or workarounds for Linux/macOS users.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/mount-volumes-vms-smb.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation exclusively covers mounting SMB volumes on Windows virtual machines, providing only Windows-specific instructions and screenshots. There are no examples or instructions for mounting SMB volumes on Linux clients, and Windows tools and workflows are mentioned without Linux equivalents.
Recommendations:
  • Add a section detailing how to mount SMB volumes on Linux clients, including command-line examples (e.g., using the 'mount' command or 'cifs-utils').
  • Provide Linux-specific screenshots or terminal output where appropriate.
  • Ensure that both Windows and Linux instructions are presented with equal prominence, or provide a platform selection tab.
  • Mention relevant Linux tools and packages (such as cifs-utils) alongside Windows tools.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azacsnap-cmd-ref-backup.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Linux First Missing Windows Example Linux Tools
Summary:
The documentation page demonstrates a bias toward Linux environments. All example commands are shown using bash syntax, and log file locations and commands (such as grep and /var/log/messages) are specific to Linux. While there are brief mentions of Windows (e.g., NTFS volumes and 'noflush' label), there are no example commands or log file paths for Windows users. Linux tools and patterns (e.g., sync, grep, /var/log/messages) are used exclusively in examples, and Windows equivalents are not provided.
Recommendations:
  • Add example commands for Windows environments, using PowerShell or Command Prompt syntax where appropriate.
  • Document the locations of log and result files on Windows systems, including typical paths and how to access them.
  • Provide Windows-specific instructions for tasks such as flushing I/O buffers, viewing logs, and checking backup results.
  • Where Linux tools (e.g., grep, cat, /var/log/messages) are referenced, include equivalent Windows commands (e.g., Get-Content, Select-String, Event Viewer) and file locations.
  • Ensure that both Linux and Windows workflows are described with parity in all sections, including configuration, execution, and troubleshooting.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/application-volume-group-add-hosts.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation includes a prominent call-out for 'PowerShell & CLI', suggesting a focus on Windows-centric tooling (PowerShell) and potentially placing it before or above Linux-native alternatives. There are no explicit Linux command-line examples, nor is there mention of Linux-specific tools or workflows. The absence of Linux examples or parity in instructions may make the documentation less accessible for Linux administrators, who are common in SAP HANA environments.
Recommendations:
  • Provide explicit Linux CLI (bash, az CLI) examples alongside or before PowerShell examples.
  • Clarify in the 'PowerShell & CLI call-out' section that both Windows and Linux users are supported, and link to relevant Linux instructions.
  • Include screenshots or terminal snippets from Linux environments where applicable.
  • Ensure that any automation or scripting guidance is available in both PowerShell and bash/az CLI formats.
  • Review all referenced include files (such as application-volume-group-powershell.md) to ensure Linux parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/application-volume-group-add-volume-secondary.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows First
Summary:
The documentation references PowerShell limitations in a prominent callout and includes a shared include file about CLI & PowerShell, but does not provide any Linux-specific (bash, shell, or Linux CLI) examples or mention Linux-native tools. The only command-line context is PowerShell, and the documentation does not clarify parity or provide Linux-first or cross-platform examples, which may lead Linux users to feel unsupported.
Recommendations:
  • Add explicit Linux CLI (bash/az CLI) examples alongside or before PowerShell references.
  • Clarify whether all steps and tools are supported equally on Linux and Windows, especially for SAP HANA administrators who are often on Linux.
  • Replace or supplement the '[Application volume group CLI & PowerShell limitation]' include with a cross-platform note, or provide a Linux-specific limitations section if applicable.
  • Where screenshots or UI steps are shown, add notes or examples relevant to Linux environments (e.g., mounting NFS volumes from Linux hosts).
  • Ensure that any references to command-line tools or scripts are provided in both PowerShell and bash/az CLI formats.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/application-volume-group-considerations.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a subtle Windows bias, primarily by referencing Windows-specific documentation first (e.g., linking to '/azure/virtual-machines/windows/proximity-placement-groups-portal' for PPG creation), and not providing Linux-specific examples or links. There are no explicit PowerShell commands or Windows-only tools, but the absence of Linux/CLI parity and the prioritization of Windows links suggest a Windows-centric approach.
Recommendations:
  • Provide equivalent Linux/CLI documentation links alongside or before Windows-specific links (e.g., link to '/azure/virtual-machines/linux/proximity-placement-groups-portal' if available).
  • Include examples or references for both Windows and Linux environments when discussing deployment steps, tools, or portal navigation.
  • Ensure that terminology and instructions are platform-neutral where possible, or explicitly call out differences for Linux users.
  • Review all 'Next steps' and in-text links to ensure Linux users are equally supported and not directed only to Windows-centric resources.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/application-volume-group-deploy-first-host.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page references a CLI & PowerShell limitation via an include, but does not provide any Linux or cross-platform CLI examples. The mention of PowerShell before CLI in the included note, and the absence of Linux-specific guidance or examples, suggests a Windows-first and PowerShell-heavy bias. There are no explicit Linux commands, tools, or screenshots, and no mention of Linux mounting procedures or shell commands, which are highly relevant for SAP HANA deployments that are often Linux-based.
Recommendations:
  • Provide explicit Linux shell (bash) examples for common operations, such as mounting NFS volumes or interacting with the Azure CLI.
  • Ensure that any limitations or notes referencing PowerShell also mention Linux CLI equivalents, or clarify if there are none.
  • Include screenshots or instructions that are relevant to Linux environments, not just Windows or PowerShell.
  • Where possible, present CLI (cross-platform) instructions before or alongside PowerShell instructions to avoid a Windows-first impression.
  • Add a section or callout specifically addressing Linux administrators, especially since SAP HANA is typically deployed on Linux.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/application-volume-group-disaster-recovery.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page exhibits a Windows bias by referencing PowerShell and CLI in a call-out at the top, but does not provide explicit Linux/Unix shell (bash) examples or mention Linux-native tools. The use of 'PowerShell & CLI' as a combined resource may imply a preference for Windows tooling, and there are no Linux-specific instructions or screenshots. The documentation does not address or acknowledge Linux environments, which are common for SAP HANA deployments.
Recommendations:
  • Provide explicit bash/Unix shell examples alongside PowerShell, especially for command-line operations relevant to Azure NetApp Files.
  • Clarify in the 'PowerShell & CLI call-out' section whether the CLI examples are cross-platform and, if so, provide Linux-specific usage notes or screenshots.
  • Include references to Linux-native tools or workflows where appropriate, such as using az CLI from a Linux terminal.
  • Add notes or sections addressing Linux administrators, acknowledging that SAP HANA is often deployed on Linux, and ensure parity in instructions and examples.
  • Where screenshots or UI references are shown, clarify that the steps are applicable regardless of the underlying OS, or provide Linux-specific context if there are differences.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/application-volume-group-manage-volumes-oracle.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page includes a call-out specifically for CLI & PowerShell, suggesting a focus on Windows and PowerShell tooling. There are no explicit Linux shell or bash examples, and the mention of PowerShell appears before any Linux-native tooling. While there is a note about Linux host reconfiguration, the operational guidance and examples are Windows-centric, lacking parity for Linux users.
Recommendations:
  • Add equivalent Linux/Bash CLI examples alongside or before PowerShell examples to ensure parity.
  • Provide explicit instructions or references for managing volumes using Linux-native tools (e.g., Azure CLI in Bash, shell scripts).
  • Balance the order of example presentation so that Linux and Windows users are equally supported.
  • Clarify in the call-out or steps that all operations can be performed from both Windows and Linux environments, and provide links to relevant Linux documentation where appropriate.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/application-volume-group-manage-volumes.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation references a CLI & PowerShell limitation, indicating a focus on Windows and PowerShell tooling. There are no Linux-specific examples, nor are Linux-native tools or commands mentioned. The documentation does not provide parity for Linux users, and the mention of PowerShell appears before any mention of CLI, reinforcing a Windows-first perspective.
Recommendations:
  • Explicitly provide Linux CLI examples alongside or before PowerShell examples.
  • Clarify if the CLI refers to Azure CLI, and provide Linux shell command syntax where appropriate.
  • If there are limitations or differences for Linux users, document them clearly.
  • Include screenshots or walkthroughs using Linux environments or terminal windows.
  • Balance references to PowerShell with Bash or other common Linux shells to ensure cross-platform usability.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/application-volume-group-oracle-deploy-volumes.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page references a '[CLI & PowerShell call-out]' include at the top, suggesting a focus on Windows and PowerShell tooling. There are no explicit Linux or bash examples, nor is there mention of Linux-native tooling or command-line patterns. The only protocol guidance is generic (NFS/dNFS), and there is no step-by-step example for Linux users or mention of Linux-specific considerations. This results in a Windows-first and PowerShell-heavy bias, with missing Linux parity.
Recommendations:
  • Add explicit Linux/Bash CLI examples alongside or before PowerShell examples, especially in the referenced call-out include.
  • Mention Linux-native tools (such as Azure CLI in Bash, or relevant shell commands) in the main workflow.
  • Include screenshots or walkthroughs from a Linux admin perspective, such as mounting NFS volumes from a Linux VM.
  • Clarify any OS-specific requirements or differences, especially regarding NFS/dNFS configuration on Linux.
  • Ensure that all steps referencing PowerShell or Windows tools are mirrored with Linux equivalents.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azacsnap-release-notes.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation generally presents Windows support and features before or more prominently than Linux equivalents, especially in recent release notes. For example, new features for Microsoft SQL Server on Windows are highlighted, and Windows support is called out as a major milestone. However, there are no explicit examples or instructions tailored for Linux users, nor are Linux-specific tools or patterns discussed, despite the tool supporting both platforms. This may give the impression of a Windows-centric focus and leaves Linux users with less guidance.
Recommendations:
  • When introducing new features, provide parity in examples and explanations for both Windows and Linux platforms.
  • Explicitly mention Linux support and features alongside Windows, rather than after or as an aside.
  • Include Linux-specific configuration examples, troubleshooting tips, and references to common Linux tools or patterns where relevant.
  • Ensure that documentation for environment variables, configuration files, and command usage includes Linux shell and scripting examples, not just generic or Windows-centric instructions.
  • Highlight any differences or considerations for Linux users, such as file paths, permissions, or service management, to improve clarity and usability.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-metrics.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page demonstrates a bias toward Windows by providing Azure PowerShell commands as the primary example for feature registration and status checking, mentioning Azure CLI only as an afterthought. There are no Linux/bash-specific examples or screenshots, and the workflow assumes familiarity with Windows-centric tooling. No Linux-native tools or command-line patterns are shown, and the ordering of examples prioritizes PowerShell over cross-platform alternatives.
Recommendations:
  • Provide both Azure PowerShell and Azure CLI (bash) command examples side-by-side for all feature registration and status-checking steps.
  • Explicitly mention that Azure CLI is cross-platform and suitable for Linux/macOS users, and provide equivalent bash syntax.
  • Include screenshots or terminal snippets that reflect Linux environments where appropriate.
  • Avoid assuming PowerShell as the default shell; clarify that both PowerShell and bash are supported.
  • Instruct users on how to perform tasks using both Windows and Linux-native tools where relevant.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azacsnap-configure-database.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Powershell Heavy Missing Linux Example
Summary:
The documentation provides detailed, step-by-step Linux/Unix shell examples for SAP HANA, Oracle, and IBM Db2, but for Microsoft SQL Server, it only provides Windows-specific instructions and examples (e.g., using .\azacsnap.exe and Windows shell syntax). There are no examples or guidance for running AzAcSnap or SQL Server integration on Linux, despite SQL Server being supported on Linux. The documentation also references Windows tools and patterns (such as .exe invocation and backslash path separators) for SQL Server, and does not mention or prioritize Linux alternatives or parity for SQL Server scenarios.
Recommendations:
  • Add explicit instructions and examples for configuring and using AzAcSnap with Microsoft SQL Server on Linux, including Linux shell commands and paths.
  • Provide parity in example commands for both Windows and Linux environments for SQL Server, using appropriate syntax for each (e.g., .\azacsnap.exe for Windows, ./azacsnap for Linux).
  • Mention and document any differences or requirements for SQL Server on Linux (such as service names, user permissions, and environment variables).
  • Avoid assuming Windows as the default or only environment for SQL Server; present both platforms equally, or clarify when a feature is Windows-only.
  • Where possible, use cross-platform language and avoid Windows-centric terminology (such as backslash path separators or .exe extensions) unless specifically required.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-set-up-capacity-pool.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Windows Tools Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by prioritizing PowerShell instructions and tools, mentioning PowerShell module updates before Azure CLI, and providing PowerShell commands as the primary example for feature registration. Linux/Unix equivalents are only briefly referenced, and no explicit Linux shell or Bash examples are given.
Recommendations:
  • Provide Bash/Azure CLI examples alongside or before PowerShell examples for all command-line instructions.
  • When referencing module updates or prerequisites, ensure parity by including both PowerShell (Windows) and Bash (Linux/macOS) instructions.
  • Where PowerShell commands are shown, also show the equivalent Azure CLI or REST API commands in Bash syntax.
  • Avoid assuming the user is on Windows; use neutral language and cross-platform examples.
  • Explicitly mention that all steps can be performed from Linux/macOS environments using Azure CLI or REST API, and provide links or examples as appropriate.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-solution-architectures.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation is organized to present Windows and SQL Server solutions before Linux and open-source solutions in several sections, and references to Windows-specific tools (e.g., DFS Namespaces, FSLogix, SMB, Windows DFS-N) are present. However, Linux solutions are also well-represented, especially for SAP, Oracle, and HPC workloads. There are no clear cases of missing Linux examples where a Windows example is present, and Linux tools and patterns are included where relevant.
Recommendations:
  • Reorder sections or present Linux and Windows solutions in parallel to avoid the perception of Windows-first bias.
  • When referencing Windows-specific tools (e.g., DFS Namespaces, FSLogix), ensure that Linux/NFS equivalents or alternatives are also mentioned and linked where possible.
  • In sections like Virtual Desktop Infrastructure, provide explicit guidance or references for Linux-based VDI solutions if supported.
  • Where possible, use neutral terminology (e.g., 'file sharing' instead of 'SMB file sharing') and clarify when a solution is cross-platform.
  • Add a summary table or matrix mapping solution types to both Windows and Linux workloads to highlight parity and available guidance.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-government.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example Windows Tools
Summary:
The documentation page demonstrates a Windows bias by providing detailed PowerShell instructions and command tables, while omitting equivalent Linux or cross-platform shell (e.g., Bash) examples. The PowerShell section is comprehensive and appears after Azure CLI, but there is no mention of Linux-specific tools, shell environments, or guidance for users on non-Windows platforms. REST API and Azure CLI sections are present, but the CLI section does not clarify cross-platform usage or address Linux-specific considerations. The 'Next steps' also reference PowerShell-specific REST API usage.
Recommendations:
  • Add explicit Bash/Linux shell examples alongside PowerShell commands, especially for connecting to Azure Government.
  • Clarify that Azure CLI is cross-platform and provide example commands in both Windows (CMD/PowerShell) and Linux (Bash) syntax where differences exist.
  • Include notes or sections for Linux/macOS users, such as how to install and use Azure CLI or relevant tools on those platforms.
  • Balance the prominence of PowerShell and CLI sections, ensuring that Linux-friendly workflows are equally detailed and discoverable.
  • In 'Next steps', add links to Linux/Bash-focused guides or REST API usage from non-Windows environments.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-create-volumes-smb.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools Powershell Heavy
Summary:
The documentation page demonstrates a Windows bias in several ways: it provides only Windows-based instructions and screenshots for managing SMB permissions, exclusively references Windows tools (MMC, Windows File Browser, net view), and omits any Linux or cross-platform examples for accessing or managing SMB volumes. Linux SMB clients and their management tools are not mentioned, and all permission management guidance is Windows-centric.
Recommendations:
  • Add equivalent instructions and screenshots for managing SMB share and file permissions from Linux clients, such as using smbclient, mount.cifs, or setfacl.
  • Include examples of mounting SMB volumes from Linux systems, referencing relevant commands and configuration steps.
  • Mention and link to Linux tools (e.g., smbclient, cifs-utils) alongside Windows tools when discussing SMB access and management.
  • Clarify that SMB volumes can be accessed from non-Windows clients and provide guidance or links for those scenarios.
  • Balance the order of presentation so that Linux and Windows instructions are given equal prominence, or provide a dedicated section for Linux users.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-delegate-subnet.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example
Summary:
The documentation page provides only Azure Portal (GUI) instructions for subnet delegation and does not include any command-line examples. There is no mention of Windows-specific tools, but the absence of CLI (such as Azure CLI or PowerShell) examples means Linux users do not have parity, as they often rely on CLI tools for automation and scripting.
Recommendations:
  • Add Azure CLI examples for creating and delegating a subnet to Azure NetApp Files, as Azure CLI is cross-platform and widely used on Linux.
  • If including PowerShell examples, ensure they are presented alongside Azure CLI examples, not before them.
  • Explicitly mention that the steps can be performed using either the Azure Portal, Azure CLI, or PowerShell, and provide links or references to relevant CLI documentation.
  • Consider including sample scripts for both Azure CLI and PowerShell to cover both Linux and Windows users.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-performance-metrics-volumes.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation demonstrates subtle Windows bias by referencing Windows VM sizes before Linux equivalents, linking to Windows VM sizing documentation first, and mentioning Windows binary availability for FIO before Linux. There are no explicit Linux command-line examples or Linux-specific guidance, and no example commands for either platform. The documentation also references Azure Monitor and REST API access in a platform-neutral way, but omits any Linux-specific monitoring or scripting examples.
Recommendations:
  • Present Linux and Windows VM sizing links in parallel or mention Linux first, as Linux is often the default for performance benchmarking.
  • Provide explicit example commands for both Linux (e.g., bash shell) and Windows (e.g., PowerShell or CMD) when discussing tools like FIO, SSB, or API usage.
  • Include Linux-specific guidance for installing and running benchmarking tools, such as package manager commands (e.g., apt-get install fio).
  • Highlight any differences or considerations for running benchmarks on Linux vs. Windows, such as filesystem or mount options.
  • Ensure that tool descriptions and recommendations do not prioritize Windows availability or usage unless there is a technical reason.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/configure-kerberos-encryption.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Windows First
Summary:
The documentation page demonstrates a Windows bias by exclusively providing PowerShell commands (e.g., Set-ADComputer) for configuring Active Directory computer accounts, referencing Windows-only tools such as RSAT, and describing AD DS/Entra as the only supported Kerberos infrastructure. Linux is mentioned as the NFS client, but no Linux-native alternatives or cross-platform methods for managing the required AD/Kerberos configuration are provided. The order of instructions also places Windows/AD configuration steps before Linux client steps, reinforcing a Windows-centric workflow.
Recommendations:
  • Provide equivalent Linux-native commands (e.g., using 'ldapmodify', 'kadmin', or 'adcli') for setting Kerberos encryption types on computer accounts in Active Directory.
  • Mention and link to cross-platform tools or APIs (such as Samba's 'net ads', or Python/LDAP scripts) that can be used from Linux systems to manage AD objects.
  • Clarify whether non-Windows Kerberos Key Distribution Centers (KDCs) are supported, and if so, provide guidance for those environments.
  • Reorder sections or provide parallel instructions so that Linux and Windows administrative tasks are presented with equal prominence.
  • Explicitly state any limitations or requirements that force the use of Windows tools, and suggest workarounds or alternatives where possible.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-sdk-cli.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Missing Linux Example Windows Tools
Summary:
The documentation lists both Azure CLI and PowerShell as supported CLI tools, but PowerShell (a Windows-centric tool) is given equal prominence to Azure CLI, with no mention of Linux-native tools or shell scripting examples. There are no Linux-specific instructions, nor is there any guidance for users on Linux or macOS platforms. The focus on PowerShell and lack of Linux examples or tools suggests a Windows bias.
Recommendations:
  • Add explicit examples or references for using Azure CLI on Linux and macOS, including installation and usage notes.
  • Include bash or shell script examples for common tasks, not just PowerShell.
  • Clarify that Azure CLI is cross-platform and can be used on Windows, Linux, and macOS.
  • If possible, mention or link to Linux package managers (apt, yum, etc.) for installing Azure CLI.
  • Consider including a table or section highlighting platform compatibility for each tool.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-smb-performance.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Powershell Heavy Windows Tools
Summary:
The documentation demonstrates a strong Windows bias. All configuration and monitoring examples use Windows-specific tools (e.g., PowerShell cmdlets like Get-SmbClientNetworkInterface, set-SmbClientConfiguration, and Windows Performance Monitor). References and links are exclusively to Windows documentation. There are no examples or guidance for Linux SMB clients, nor are Linux tools or commands mentioned. The text assumes the reader is using Windows or Hyper-V environments.
Recommendations:
  • Add equivalent Linux SMB client configuration and monitoring examples (e.g., using smbclient, mount.cifs, or smbtorture).
  • Include Linux command-line examples for checking SMB Multichannel, RSS, and encryption support (e.g., using smbstatus, /proc/fs/cifs, or relevant sysfs entries).
  • Reference Linux documentation and tools (such as Samba, cifs-utils, or Linux performance monitoring tools like iostat, ifstat, or perf).
  • Provide performance tuning guidance for Linux SMB clients, including relevant sysctl or mount options.
  • Clarify which recommendations are Windows-specific and which are cross-platform, and structure sections to present both Windows and Linux guidance in parallel where possible.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/configure-ldap-extended-groups.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation page demonstrates a Windows/Active Directory-centric bias. It exclusively discusses integration with Active Directory Domain Services (AD DS) or Microsoft Entra Domain Services, with explicit statements that OpenLDAP or other third-party LDAP services are not supported. All attribute management examples and screenshots use Windows tools (Active Directory Users and Computers MMC snap-in, Multi-valued String Editor, Attribute Editor), and guidance for modifying LDAP server settings references Windows-specific tools (Ntdsutil.exe). There are no examples or instructions for managing POSIX attributes or LDAP integration from a Linux LDAP server perspective, and Linux tools for attribute management are not mentioned. Linux is only referenced in the context of NFS clients, not as a potential LDAP server or management environment.
Recommendations:
  • Clarify early in the documentation that only AD DS and Microsoft Entra Domain Services are supported, but also acknowledge the limitation and, if possible, provide a roadmap or alternatives for Linux/OpenLDAP users.
  • Where attribute management is discussed, provide equivalent command-line examples (e.g., using ldapmodify or ldapadd) for environments where AD DS is managed from Linux or via scripts.
  • Include a note or section explaining why OpenLDAP or other Linux-based LDAP servers are not supported, and what technical requirements or features are missing.
  • If feasible, provide troubleshooting steps or references for Linux administrators who may need to interact with AD DS from Linux hosts (e.g., using Samba tools, ldapsearch, or other cross-platform utilities).
  • Balance screenshots and examples by including at least one example of managing POSIX attributes using non-Windows tools, or clarify that all management must be done via Windows tools due to product limitations.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/convert-nfsv3-nfsv41.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First
Summary:
The documentation demonstrates a mild Windows bias in the feature registration section, where Azure PowerShell commands are presented first and most prominently, with Azure CLI (cross-platform) only mentioned in passing. However, the main workflow examples for converting NFS volumes and client-side operations are Linux-centric, using Linux commands and file paths. There are no exclusive Windows tools or missing Linux examples in the core NFS conversion steps.
Recommendations:
  • Present Azure CLI commands alongside Azure PowerShell commands in the feature registration section, giving them equal prominence and example code blocks.
  • Explicitly mention that Azure CLI is cross-platform and suitable for Linux/macOS users, while PowerShell is often used on Windows.
  • Consider providing a brief note or example for users managing NFS mounts from Windows (if supported), or clarify that the workflow is intended for Linux/UNIX clients.
  • Maintain parity in all command-line examples by offering both PowerShell and CLI alternatives where applicable.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/cross-region-replication-create-peering.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page primarily provides Azure PowerShell examples for feature registration and status checking, with Azure CLI commands only briefly mentioned in text and not shown as code examples. There are no explicit Linux shell or cross-platform CLI examples, and the step-by-step instructions and screenshots are focused on the Azure Portal UI, which is platform-agnostic but the scripting focus is Windows/Powershell-centric.
Recommendations:
  • Provide explicit Azure CLI (az) command examples alongside PowerShell for all feature registration and status steps, formatted as code blocks.
  • When referencing command-line operations, present CLI examples first or in parallel with PowerShell to avoid a Windows-first impression.
  • Include notes or sections clarifying that all CLI steps can be performed from Linux, macOS, or Windows, and provide any OS-specific considerations if relevant.
  • Where possible, add bash/zsh shell command snippets for tasks that can be performed outside the Azure Portal, ensuring Linux users have clear guidance.
  • Ensure parity in screenshots or UI walkthroughs by noting that the Azure Portal experience is the same across platforms.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/configure-ldap-over-tls.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation exclusively describes root CA certificate generation and export using Windows Server tools (Certification Authority, MMC snap-in), with no mention of Linux-based alternatives or cross-platform methods. All certificate management steps assume a Windows environment, and there are no examples or instructions for performing these tasks on Linux systems.
Recommendations:
  • Add instructions for generating and exporting root CA certificates using common Linux tools such as OpenSSL.
  • Include Linux command-line examples for certificate management alongside or before Windows-specific instructions.
  • Mention that both Windows and Linux-based CAs are supported, and provide guidance for both environments.
  • Balance screenshots and tool references by including Linux terminal output or GUI alternatives where applicable.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/configure-network-features.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by exclusively providing Azure PowerShell command examples (e.g., Get-AzProviderFeature) for feature registration checks, without offering equivalent Azure CLI (cross-platform) or Bash examples. There are no Linux/Unix command-line instructions or screenshots, and all command-line guidance assumes the use of PowerShell, which is most common on Windows. No mention is made of Linux-native tools or workflows.
Recommendations:
  • For every PowerShell command example, provide an equivalent Azure CLI (az) command, which is cross-platform and commonly used on Linux and macOS.
  • Include explicit instructions or code snippets for Bash or shell environments when referencing command-line operations.
  • Clarify that the Azure portal and Terraform steps are platform-agnostic, and avoid implying a Windows-only workflow.
  • Where screenshots show command-line tools, ensure at least some are from a Linux terminal or a cross-platform shell.
  • Add a note at the beginning stating that all operations can be performed from Windows, Linux, or macOS, and link to platform-specific setup guides if needed.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/create-active-directory-connections.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a strong Windows bias. PowerShell and Windows-centric tools (such as Set-ADUser, Group Policy, and Windows registry keys) are used exclusively for configuration and management tasks, with no equivalent Linux or cross-platform examples. Windows terminology and patterns are presented first or exclusively, and there is a lack of guidance for administrators using Linux-based AD management tools or environments.
Recommendations:
  • Provide equivalent Linux/Unix command-line examples (e.g., using 'ldapmodify', 'kinit', or 'adcli') for configuring Kerberos encryption types and managing AD accounts.
  • Include instructions or references for managing Active Directory from Linux systems, such as using Samba tools or openldap utilities.
  • When discussing Group Policy or registry settings, mention if and how similar configurations can be managed from non-Windows environments.
  • Balance the order of presentation so that Linux/NFS and Windows/SMB use cases are given equal prominence, especially in sections relevant to both.
  • Add troubleshooting steps and best practices for Linux clients, particularly for NFS and Kerberos integration.
  • Explicitly state any limitations or requirements for Linux-based AD management, and provide links to relevant Microsoft or community documentation.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/cross-zone-region-replication-configure.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by providing only Azure PowerShell examples for feature registration and status checking, mentioning PowerShell commands first and in detail, and relegating Azure CLI (cross-platform) commands to a brief mention without examples. No Linux-specific or cross-platform shell examples are provided, which may disadvantage users on non-Windows platforms.
Recommendations:
  • Provide full Azure CLI command examples (e.g., 'az feature register' and 'az feature show') alongside PowerShell, not just as a mention.
  • Present CLI examples before or alongside PowerShell to avoid the impression of Windows-first bias.
  • Explicitly state that both PowerShell and CLI are supported and clarify which environments are required for each.
  • Consider including Bash shell usage examples for Linux/macOS users where relevant.
  • Review other sections for similar patterns and ensure parity in tooling and instructions for all major platforms.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/create-volumes-dual-protocol.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows Tools Missing Linux Example Windows First
Summary:
The documentation page demonstrates a Windows bias by focusing on Windows-based tools and workflows for managing LDAP POSIX attributes (e.g., exclusively referencing the Active Directory Users and Computers MMC snap-in and providing step-by-step instructions for accessing the Attribute Editor on Windows). There are no equivalent instructions or examples for managing POSIX attributes from Linux or cross-platform tools. Additionally, Windows terminology and tools are mentioned first or exclusively in several sections, while Linux or NFS client configuration is only referenced via a link, not with inline examples.
Recommendations:
  • Provide equivalent instructions for managing LDAP POSIX attributes using Linux tools (e.g., ldapmodify, ldapadd, or Apache Directory Studio) alongside the Windows MMC snap-in example.
  • Include examples or screenshots of editing POSIX attributes from a Linux environment or using cross-platform LDAP management tools.
  • When describing workflows or tools, present both Windows and Linux options in parallel, or alternate which platform is mentioned first to avoid a 'Windows-first' impression.
  • Expand the 'Configure the NFS client' section with at least a basic example of mounting the volume from a Linux client, rather than only linking to another page.
  • Where possible, use neutral terminology (e.g., 'LDAP management tool') and clarify when a step is platform-specific.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/customer-managed-keys-cross-tenant.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy
Summary:
The documentation demonstrates a mild Windows bias by presenting Azure PowerShell commands first for feature registration and status checking, with Azure CLI commands mentioned only as an alternative in text. The only explicit command-line examples for feature registration are in PowerShell, while the rest of the process uses Azure CLI and REST, which are cross-platform. There are no Linux-specific examples or guidance, but the CLI and REST steps are platform-agnostic.
Recommendations:
  • Provide Azure CLI command examples alongside or before PowerShell examples for feature registration and status checking.
  • Explicitly state that all CLI and REST commands work on Linux, macOS, and Windows.
  • Where PowerShell is used, offer equivalent Bash/Linux shell commands if possible.
  • Add a note or section clarifying that the instructions are cross-platform and do not require Windows or PowerShell.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/data-plane-security.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a subtle Windows bias by consistently mentioning SMB (a Windows protocol) before NFS (a Linux/UNIX protocol) in several sections, and by providing more detailed explanations for SMB/Windows-specific features (such as ACLs and permission inheritance). There are no explicit Linux command-line or configuration examples, and the integration with Active Directory (a Windows-centric directory service) is highlighted without mention of alternatives. Linux/UNIX tools, commands, or perspectives are underrepresented or missing.
Recommendations:
  • Alternate the order of SMB and NFS discussions to avoid always foregrounding Windows technologies.
  • Provide concrete Linux/UNIX command-line examples (e.g., using chmod, setfacl, or mount commands for NFS permissions and inheritance).
  • Include references or examples for integrating with non-Active Directory LDAP servers (such as OpenLDAP) if supported, or clarify if only Windows-based directory services are available.
  • Expand on NFS advanced permissions and inheritance with practical Linux examples, not just theoretical descriptions.
  • Where possible, add parity in detail and depth between SMB (Windows) and NFS (Linux/UNIX) sections, ensuring both audiences are equally served.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/default-individual-user-group-quotas-introduction.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation generally maintains parity between Windows and Linux, but in the 'Observing user quota settings and consumption' section, Windows client instructions are presented before Linux client instructions, and Windows-specific tools (Windows Explorer, dir command) are mentioned explicitly. Linux instructions are present and use the standard quota(1) tool, but the ordering and explicit mention of Windows tools indicate a mild 'Windows-first' and 'windows_tools' bias.
Recommendations:
  • Alternate the order of client instructions (e.g., present Linux first in some sections or use a neutral ordering such as alphabetical).
  • Explicitly mention equivalent tools or commands for both platforms in parallel, rather than describing Windows tools in more detail or first.
  • Where possible, provide screenshots or examples for both platforms with equal prominence.
  • In the 'Next steps' section, consider linking to Linux/UNIX identity documentation alongside the Windows Security Identifiers link.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/disable-showmount.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page primarily uses Azure PowerShell commands to demonstrate how to disable showmount, with Azure CLI only mentioned secondarily and without examples. There are no Linux shell or cross-platform command examples, and the workflow assumes familiarity with PowerShell and the Azure Portal UI, both of which are more common in Windows environments.
Recommendations:
  • Provide explicit Azure CLI command examples (e.g., 'az feature register', 'az feature show', 'az feature unregister') alongside or before PowerShell examples.
  • Include bash/Linux shell command snippets for interacting with Azure CLI, making it clear that the process is cross-platform.
  • Clarify in the introduction that the feature can be managed equally from Windows, Linux, or macOS environments using Azure CLI.
  • Balance the order of examples so that CLI and PowerShell are presented together, or alternate which comes first.
  • Add notes or links for users who may not have PowerShell available, guiding them to install and use Azure CLI on Linux/macOS.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/domain-name-system-concept.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Powershell Heavy Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by prioritizing Windows/Active Directory DNS concepts, providing Windows-centric instructions and screenshots, referencing Microsoft best practices and tools first, and offering more detailed Windows (nslookup) examples before Linux (dig). Linux/BIND is mentioned but not explored in depth, and Linux-specific configuration or troubleshooting steps are minimal or missing.
Recommendations:
  • Provide Linux/BIND DNS configuration and troubleshooting steps alongside or before Windows/Active Directory instructions.
  • Include Linux/BIND screenshots and examples for DNS management, not just Windows DNS Manager.
  • Expand the 'dig' section to match the detail and troubleshooting depth of the 'nslookup' (Windows) section.
  • Offer parity in packet capture and DNS update examples for Linux environments (e.g., using tcpdump, journalctl, or BIND logs).
  • Reference Linux/BIND best practices and documentation links in parallel to Microsoft/Windows links.
  • Clarify when features (like secure DDNS) are exclusive to Microsoft DNS and suggest alternatives or workarounds for Linux/BIND users.
  • Balance terminology by not assuming Active Directory or Windows DNS as the default; explicitly address both Windows and Linux DNS scenarios throughout.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/dual-protocol-permission-behaviors.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a subtle Windows bias by frequently referencing Windows/Active Directory tools and concepts first or exclusively, providing more detail on Windows/NTFS behaviors, and omitting concrete Linux/NFS client command examples for permission management. While both UNIX and NTFS security styles are described, practical guidance and examples for Linux/NFS environments are limited, and Windows terminology and tools (such as Windows RPC, SIDs, and NTFS ACLs) are often mentioned before or instead of their Linux equivalents.
Recommendations:
  • Include explicit Linux/NFS client command examples for managing permissions (e.g., show usage of nfs4_setfacl, chown, chmod) alongside or before Windows/NTFS examples.
  • Balance the order of presentation so that Linux/NFS concepts and tools are described with equal prominence as Windows/NTFS ones.
  • Provide practical Linux/NFS troubleshooting scenarios and solutions, similar to the detailed Windows/Active Directory authentication flows.
  • Reference Linux identity management solutions (such as sssd, nsswitch, or local passwd/group files) where relevant, not just Active Directory/LDAP.
  • Clarify limitations and best practices for Linux/NFS environments (e.g., how to manage NFSv4.x ACLs, what to expect with POSIX permissions) with concrete examples.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/enable-continuous-availability-existing-SMB.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example Windows Tools
Summary:
The documentation exclusively references Windows systems and PowerShell commands for verifying SMB Continuous Availability. There are no examples or instructions for Linux clients, nor are Linux tools or workflows mentioned. The reboot step explicitly refers to 'Windows systems', and the verification step uses a Windows-only PowerShell cmdlet.
Recommendations:
  • Add equivalent instructions for Linux clients, such as how to remount SMB shares or restart relevant services after enabling CA.
  • Provide Linux command-line examples (e.g., using smbstatus, smbclient, or mount options) to verify CA status from a Linux system.
  • Clarify whether CA is relevant or supported for non-Windows SMB clients, and if not, state this explicitly.
  • Avoid assuming all users are on Windows by using more neutral language (e.g., 'client systems' instead of 'Windows systems') where appropriate.
  • If certain features or verification steps are only available on Windows, note this clearly and provide any possible alternatives for Linux users.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-application-resilience.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation exhibits some Windows bias, particularly in the SMB-focused sections. Windows workloads and tools are mentioned first or exclusively in several places, especially regarding SMB Transparent Failover and supported workloads. Linux equivalents for SMB-based scenarios are either omitted or explicitly marked as unsupported. In the Boomi section, Windows is prioritized for SMB, while Linux is mentioned for NFS, but there are no detailed Linux/SMB examples. The 'Next steps' section provides a link for mounting SMB volumes only for Windows VMs, with no equivalent for Linux, and the SMB application support list excludes Linux SQL Server.
Recommendations:
  • Provide explicit Linux examples or guidance for SMB-based scenarios, or clarify if/why they are unsupported.
  • When listing supported workloads or tools, avoid listing Windows-only options first; instead, present both Linux and Windows options together or clarify parity.
  • Add a 'Mount SMB volumes for Linux VMs' link or section in the 'Next steps' area, or state if this is unsupported and why.
  • For each application scenario (e.g., SQL Server, Boomi), include Linux guidance where possible, or clearly state support limitations.
  • Review and balance the order of protocol/tool mentions (e.g., NFS and SMB) to avoid implicit prioritization of Windows/SMB.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-data-migration-protection.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools
Summary:
The documentation provides both Linux (rsync) and Windows (robocopy) tool examples for file-based data migration, but consistently lists the Windows tool (robocopy) after the Linux tool (rsync). However, there is a subtle bias in the detailed linking and explanation for robocopy (linking to Windows Server docs), and the overall documentation structure and language is more familiar to Windows administrators (e.g., references to SMB, robocopy, and Azure-specific tools). There are no explicit Linux command examples or step-by-step instructions, and PowerShell/Windows terminology is more prevalent. There is also a lack of parity in providing detailed Linux/NFS migration examples or links to Linux documentation.
Recommendations:
  • Provide explicit Linux/NFS migration examples, including sample rsync commands and links to official rsync documentation or Linux man pages.
  • Balance the documentation by including both Windows (robocopy) and Linux (rsync) examples side by side, with equal detail and prominence.
  • Include references to Linux-native tools (such as scp, cp, or tar) where appropriate, and provide links to their documentation.
  • Avoid assuming Windows/PowerShell familiarity by explaining SMB and NFS concepts equally, and by not prioritizing Windows terminology.
  • Add a section or table comparing migration tools for both Linux and Windows environments, with pros, cons, and usage scenarios.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-integration.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation page exhibits a mild Windows bias by mentioning Windows VMs and SMB mapping on Windows VMs before Linux equivalents, and by omitting explicit instructions or examples for Linux when discussing SMB shares. While NFS mounting is mentioned for both Windows and Linux VMs, SMB mapping is only described for Windows, with no mention of Linux SMB clients or usage.
Recommendations:
  • Provide explicit examples or instructions for mounting Azure NetApp Files SMB shares on Linux VMs, including references to common Linux tools (e.g., mount.cifs, smbclient).
  • When listing supported platforms or use cases, mention Linux and Windows in parallel (e.g., 'You can mount Azure NetApp Files NFS volumes on both Windows and Linux VMs. You can map SMB shares on both Windows and Linux VMs.').
  • Include links to relevant Linux documentation or guides for both NFS and SMB usage.
  • Review all integration scenarios to ensure Linux is given equal prominence and technical detail as Windows.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-nfs.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Missing Linux Example Windows First
Summary:
The documentation page exhibits Windows bias primarily in the section addressing NFS access from Windows clients. Only Windows-specific tools (PowerShell, Windows mount command) and examples are provided for troubleshooting performance issues, with no equivalent Linux guidance. Additionally, the Windows example appears before or instead of any Linux example, and there is an absence of Linux troubleshooting steps for similar scenarios.
Recommendations:
  • For each Windows-specific example (such as enabling CaseSensitiveLookup or mounting NFS volumes), provide equivalent Linux commands and troubleshooting steps (e.g., using mount options or sysctl settings on Linux).
  • When discussing client-side configuration or troubleshooting, present both Windows and Linux examples side by side, or alternate which platform is presented first to avoid implicit prioritization.
  • Include Linux-specific tools or commands (such as mount, nfs-utils, or relevant sysctl parameters) wherever Windows tools are mentioned.
  • Review the documentation for other sections where only Windows client behavior is discussed and add Linux client guidance where applicable.
  • Explicitly state when an issue or solution is platform-specific, and clarify if the guidance applies to both Windows and Linux clients.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/faq-smb.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation page exhibits a strong Windows bias. All examples, terminology, and troubleshooting steps are centered on Windows environments, tools, and protocols (e.g., MMC, Active Directory, Windows Server, UNC paths). There are no Linux or non-Windows client examples, nor is there mention of Linux tools or workflows for accessing or managing SMB shares. The documentation assumes the reader is operating in a Windows-centric environment.
Recommendations:
  • Add examples and guidance for accessing Azure NetApp Files SMB shares from Linux clients (e.g., using smbclient, mount.cifs, or gvfs).
  • Include troubleshooting steps and best practices for Linux SMB clients, such as handling authentication, mounting shares, and dealing with file locking or permissions.
  • Mention Linux-compatible tools (e.g., Samba utilities) alongside Windows tools like MMC.
  • Clarify any differences or limitations when using SMB with Linux clients, such as supported SMB versions, authentication methods, or feature parity.
  • Provide sample configuration snippets for Linux (e.g., /etc/fstab entries, smb.conf settings) where appropriate.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/kerberos.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Powershell Heavy Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by prioritizing Windows Active Directory as the only supported KDC, referencing Windows tools and workflows (such as Event Viewer, MMC, and PowerShell) for administration and troubleshooting, and providing detailed steps and examples for Windows environments before (or instead of) Linux equivalents. There is a lack of Linux-specific administrative guidance, troubleshooting steps, and examples, especially for common Kerberos and LDAP operations from Linux clients.
Recommendations:
  • Explicitly acknowledge the lack of support for non-Windows KDCs and provide guidance for integrating Linux clients with Windows AD in Kerberos scenarios.
  • Add Linux-focused administrative examples, such as using kinit, klist, ktutil, and editing krb5.conf, for Kerberos troubleshooting and configuration.
  • Include Linux command-line examples for viewing and managing SPNs (e.g., using ldapsearch, msktutil, or adcli), and for mounting NFS shares with Kerberos.
  • Provide troubleshooting steps and log file locations for Kerberos issues on Linux clients (e.g., /var/log/secure, journalctl, etc.), not just references to Windows Event Viewer.
  • When describing workflows or tools (e.g., managing SPNs, viewing tickets), present both Windows and Linux methods side by side, or at least mention Linux alternatives.
  • Clarify that while only Windows AD is supported as a KDC, Linux clients are fully supported for NFS Kerberos, and provide best practices for their configuration.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/large-volumes-requirements-considerations.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First
Summary:
The documentation page demonstrates a mild Windows bias by providing an Azure PowerShell example first for checking feature registration, with the Azure CLI (cross-platform) alternative only mentioned in passing and without a full example. No Linux-specific tools or shell commands are shown, and the only explicit code block is for PowerShell. However, the rest of the document is largely platform-neutral, and there is a reference to Linux performance benchmarks.
Recommendations:
  • Provide both Azure PowerShell and Azure CLI examples in code blocks, with equal prominence and detail.
  • Consider listing the Azure CLI (which is cross-platform and commonly used on Linux) example before or alongside PowerShell, not after.
  • Where possible, include Linux shell command examples (e.g., using az CLI in bash) to demonstrate parity.
  • Ensure that any references to tools or commands are balanced between Windows and Linux environments, or clearly indicate cross-platform compatibility.
  • If referencing performance benchmarks for Linux, consider also referencing any available for Windows, or clarify if Linux is the primary supported/tested platform.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/lightweight-directory-access-protocol-name-mapping.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows Tools Windows First Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by exclusively describing the process of configuring asymmetric name mapping using the Windows-only 'Active Directory Users and Computers MMC' tool, with no equivalent instructions for modifying LDAP attributes on Linux or non-Windows platforms. The workflow and screenshots are Windows-centric, and Linux is only shown as a consumer (verifying the mapping), not as an administrative platform.
Recommendations:
  • Provide equivalent instructions for modifying LDAP user attributes using common Linux tools (e.g., ldapmodify, Apache Directory Studio, or command-line LDAP utilities).
  • Include Linux-based examples and screenshots for updating the UID attribute in LDAP.
  • Present both Windows and Linux workflows in parallel, or at least mention Linux alternatives before or alongside Windows tools.
  • Clarify that the process can be performed from non-Windows environments and link to relevant Linux LDAP administration documentation.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/lightweight-directory-access-protocol-schemas.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example Powershell Heavy
Summary:
The documentation page demonstrates a strong Windows/Active Directory bias. All configuration and indexing examples are presented exclusively in the context of Microsoft Active Directory, using Windows-specific tools such as ADSI Edit. There are no examples or guidance for equivalent operations in common Linux LDAP servers (e.g., OpenLDAP), nor is there mention of Linux-native tools or configuration patterns. The attribute mapping table and performance discussion are also framed around Windows defaults and behaviors, with no Linux parity.
Recommendations:
  • Add equivalent examples and instructions for configuring LDAP schema attributes and indexing in popular Linux LDAP servers such as OpenLDAP.
  • Include Linux command-line examples (e.g., using ldapmodify, slapd.conf, or olcAttributeTypes) for schema and index management.
  • Present attribute mapping and schema explanations in a platform-neutral way, or provide parallel sections for both Windows/Active Directory and Linux/OpenLDAP environments.
  • Mention Linux tools (such as ldapsearch, ldapmodify, or phpldapadmin) alongside Windows tools like ADSI Edit.
  • Clarify any differences in default attribute indexing and schema handling between Active Directory and Linux LDAP servers.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/monitor-azure-netapp-files.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First
Summary:
The documentation generally avoids overt Windows bias, providing platform-neutral descriptions. However, in the 'Capacity utilization monitoring' section, it states: 'You can check the used and available capacity of a volume by using Windows or Linux clients.' The order of mention ('Windows or Linux') subtly prioritizes Windows, which is a minor instance of 'windows_first' bias. No explicit PowerShell-heavy examples, exclusive Windows tools, or missing Linux examples are present.
Recommendations:
  • When listing platforms, alternate or alphabetize (e.g., 'Linux or Windows clients') to avoid implicit prioritization.
  • Where possible, provide example commands for both Windows (e.g., PowerShell) and Linux (e.g., Bash) to ensure parity.
  • Explicitly mention cross-platform tools or interfaces (such as Azure CLI) and provide usage examples for both environments.
  • Review other documentation pages linked from this one to ensure that any referenced guides do not exhibit stronger Windows bias.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/monitor-volume-capacity.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation presents Windows (SMB) client instructions before Linux (NFS) client instructions, and provides more detailed, step-by-step guidance for Windows users (including both GUI and command-line options with screenshots). Windows-specific tools and patterns (File Explorer, dir command) are mentioned and illustrated, while the Linux section is more concise and only covers the df command. There is no evidence of missing Linux examples, but the ordering and depth favor Windows.
Recommendations:
  • Alternate the order of Windows and Linux sections, or present them in parallel to avoid implicit prioritization.
  • Provide equivalent depth for Linux instructions, such as including both GUI (if available, e.g., GNOME Files) and CLI examples, and screenshots for Linux tools.
  • Mention Linux-specific nuances or alternative commands (e.g., using 'lsblk', 'stat', or graphical disk utilities) where appropriate.
  • Ensure REST API and CLI sections reference cross-platform usage equally, and avoid linking PowerShell as the only scripting example.
  • Explicitly state that both Windows and Linux are equally supported and provide parity in troubleshooting tips and caveats.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/lightweight-directory-access-protocol.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation page exhibits a strong Windows bias by exclusively referencing Microsoft Active Directory as the supported LDAP server, focusing on Windows-centric LDAP schema extensions, and providing command-line examples (e.g., nslookup) in Windows syntax before mentioning Linux alternatives. There is a lack of Linux-specific configuration guidance or parity in examples, and Linux/UNIX LDAP servers (such as OpenLDAP) are not discussed as supported or referenced for integration.
Recommendations:
  • Explicitly mention the lack of support for non-Active Directory LDAP servers (e.g., OpenLDAP) and, if possible, provide a roadmap or alternatives for Linux environments.
  • Provide Linux/UNIX command-line examples (e.g., using dig, ldapsearch) alongside or before Windows examples when demonstrating LDAP/DNS queries.
  • Include guidance or references for managing UNIX attributes in Active Directory from Linux clients or tools, not just Windows-based schema extensions.
  • Clarify any limitations or workarounds for Linux/UNIX administrators who may need to integrate with Azure NetApp Files in mixed environments.
  • Where possible, use neutral language and ordering (e.g., 'nslookup (Windows) or dig (Linux)') to avoid Windows-first presentation.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/manage-billing-tags.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example
Summary:
The documentation provides only portal-based (GUI) instructions and does not include any command-line examples for managing tags or billing data. There are no examples using PowerShell, Azure CLI, or other tools. However, the absence of Azure CLI (cross-platform) or Linux-specific instructions means Linux users do not have parity with potential Windows users who might expect PowerShell or CLI options.
Recommendations:
  • Add Azure CLI examples for adding, editing, and viewing tags on capacity pools, as Azure CLI is cross-platform and widely used on Linux.
  • Include instructions for downloading and processing billing/tag data using command-line tools (e.g., az costmanagement, curl, jq) suitable for Linux environments.
  • If PowerShell examples are added in the future, ensure equivalent Azure CLI or Bash examples are provided alongside.
  • Explicitly mention that all portal-based steps are platform-agnostic, but provide links or references to CLI documentation for users who prefer or require command-line automation.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/manage-cool-access.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by providing Azure PowerShell commands as the primary example for feature registration, mentioning Azure CLI as an alternative only after the PowerShell examples. There are no explicit Linux or cross-platform shell examples, and the UI instructions reference right-click actions, which are more common in Windows interfaces. No Linux-specific tools or command-line workflows are highlighted.
Recommendations:
  • Provide Azure CLI examples alongside or before PowerShell examples, especially for registration steps, to ensure parity for Linux and macOS users.
  • Include explicit Linux/macOS shell command examples (e.g., bash) where applicable.
  • Clarify that Azure CLI commands work cross-platform and are often preferred for automation on Linux/macOS.
  • When describing UI actions, avoid Windows-centric terminology like 'right-click' or provide alternative instructions for users on different platforms or with accessibility needs.
  • Add a section or note highlighting cross-platform management options, including links to relevant CLI documentation for Linux users.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/manage-default-individual-user-group-quotas.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by referencing SMB (a Windows protocol) and its SID format before or more prominently than NFS (a Linux/UNIX protocol) in quota target instructions. There are detailed instructions and examples for SMB (Windows) SID formats, but no equivalent command-line or practical examples for Linux/NFS environments. The documentation also lacks any CLI or shell-based examples for Linux users, focusing exclusively on the Azure Portal UI, which may be more familiar to Windows administrators.
Recommendations:
  • Provide equivalent command-line examples for managing quotas using Linux/NFS tools (e.g., show how to retrieve user/group IDs on Linux).
  • When mentioning SMB SID formats, also provide explicit examples for NFS (UID/GID) and clarify the mapping between Windows and Linux identities.
  • Include screenshots or walkthroughs for Linux/NFS environments, not just the Azure Portal UI.
  • Ensure that Linux/NFS terminology and workflows are given equal prominence and are not always listed after Windows/SMB examples.
  • Consider adding a section or appendix specifically for Linux/NFS administrators, outlining best practices and common tasks.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/manage-file-access-logs.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by prioritizing Windows-based tools and workflows. PowerShell commands are given as the primary example for feature registration, and the detailed steps for setting SACLs are exclusively for Windows administration hosts using GUI tools. In contrast, Linux/NFSv4.1 instructions are minimal and redirect to another page, with no direct command-line or workflow examples provided in this document. There are no Linux shell or CLI-based examples for managing file access logs or ACLs directly.
Recommendations:
  • Provide Linux shell (bash) and Azure CLI examples alongside PowerShell for feature registration and status checking.
  • Include step-by-step instructions for setting Audit ACEs on NFSv4.1 exports directly in this document, using common Linux tools (e.g., nfs4_setfacl).
  • Ensure that Linux/NFS workflows are described with equal detail as Windows/SMB workflows, including both GUI and command-line options where applicable.
  • When listing protocols or tools, avoid always mentioning Windows/SMB first; alternate or present both equally.
  • Add screenshots or terminal output examples for Linux-based operations, similar to those provided for Windows.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/manage-smb-share-access-control-lists.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation exclusively describes Windows-based tools and workflows (Windows Explorer, Microsoft Management Console) for managing SMB share ACLs in Azure NetApp Files. There are no examples or instructions for performing these tasks from Linux or cross-platform tools, and Windows tools are mentioned first and exclusively throughout.
Recommendations:
  • Add equivalent instructions for viewing and managing SMB share ACLs from Linux systems, using tools such as smbclient, smbcacls, or other Samba utilities.
  • If certain operations are only possible from Windows, clearly state this limitation at the beginning of the documentation.
  • Consider including PowerShell and command-line examples for Windows, as well as CLI-based alternatives for Linux where possible.
  • Provide a summary table comparing available management options for both Windows and Linux clients.
  • Reference or link to any relevant cross-platform or REST API methods (if available) for managing SMB share ACLs.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/modify-active-directory-connections.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows Tools Windows First Missing Linux Example
Summary:
The documentation page focuses exclusively on Active Directory (a Windows technology) and references Windows-centric tools, terminology, and patterns (e.g., Group Policy, 'Active Directory Sites and Services', 'NTFS permissions', 'SMB', 'Kerberos', 'LDAP', 'OU=Computers', 'SeSecurityPrivilege', SQL Server). There are no Linux command-line examples, nor are Linux/Unix tools or patterns (such as Samba, sssd, or Linux-specific LDAP/Kerberos configuration) mentioned. The documentation assumes a Windows administrative environment and does not address Linux-based integration or management scenarios.
Recommendations:
  • Add Linux/Unix-focused examples for integrating Azure NetApp Files with Active Directory, such as configuring sssd, winbind, or Samba for NFS and SMB access.
  • Include references to Linux tools and configuration files (e.g., /etc/krb5.conf, /etc/sssd/sssd.conf) where relevant.
  • Provide parity in instructions for both Windows and Linux administrators, including how to manage Kerberos, LDAP, and SMB integration from Linux systems.
  • Mention Linux equivalents for concepts like 'Group Policy' (e.g., using sssd or pam_ldap for policy enforcement) and 'NTFS permissions' (e.g., POSIX ACLs or NFSv4 ACLs).
  • Clarify when features or settings are relevant to both Windows and Linux clients, and provide guidance for mixed-environment deployments.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/network-attached-file-permissions-smb.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation page focuses exclusively on NTFS ACLs and references Microsoft/Windows-specific concepts and documentation. There are no examples or mentions of managing SMB permissions from Linux or cross-platform tools, nor is there guidance for Linux administrators. The only external link is to a Microsoft Windows security page, reinforcing a Windows-centric perspective.
Recommendations:
  • Include examples or references for managing SMB file permissions from Linux clients, such as using the 'smbcacls' or 'setfacl' tools.
  • Mention cross-platform SMB management tools and how Linux/Unix administrators can interact with NTFS ACLs on Azure NetApp Files.
  • Provide links to relevant Linux documentation or community resources for SMB/NTFS ACL management.
  • Clarify whether and how Linux clients can view or modify NTFS ACLs on Azure NetApp Files SMB volumes.
  • Balance the documentation by addressing both Windows and Linux administrator workflows.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/network-attached-file-permissions.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by describing Windows SMB inheritance controls first and in more detail, including a screenshot of the Windows interface, while Linux/NFS equivalents are described more abstractly and without visual aids or command examples. There are no Linux (e.g., chmod, setfacl) command-line examples or screenshots, and the explanation of NFS inheritance is less actionable.
Recommendations:
  • Provide equivalent Linux/NFS command-line examples (e.g., using chmod, setfacl, or nfs4_setfacl) for managing file permissions and inheritance.
  • Include screenshots or step-by-step instructions for configuring NFSv4.1 ACL inheritance, similar to the Windows example.
  • Present SMB and NFS instructions in parallel structure, ensuring neither platform is consistently prioritized.
  • Expand the explanation of NFS permission inheritance with practical examples and common Linux administration patterns.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/network-attached-storage-permissions.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows Tools Windows First Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias in the SMB section by exclusively referencing Windows tools (e.g., MMC console, Windows Explorer, 'net view') for managing and viewing SMB share permissions. There are no examples or instructions for managing SMB shares or permissions from Linux or macOS clients. The documentation also describes SMB share enumeration and access scenarios solely from a Windows perspective, with screenshots and workflows based on Windows environments. NFS sections are platform-neutral, but SMB sections lack Linux parity.
Recommendations:
  • Include instructions or examples for managing SMB share permissions from Linux clients, such as using smbclient, mount.cifs, or setfacl.
  • Provide screenshots or command-line examples for accessing SMB shares and viewing permissions from Linux or macOS systems.
  • Mention Linux/macOS tools (e.g., Nautilus, Dolphin, Finder, smbclient) alongside Windows tools when describing how to browse or mount SMB shares.
  • Clarify that SMB shares can be accessed and managed from non-Windows clients and provide relevant guidance.
  • Balance the order of presentation so that Linux and Windows tools are introduced together, or alternate which platform is mentioned first.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/network-attached-storage-protocols.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation generally presents Windows/SMB concepts and tools before or with more detail than Linux/NFS equivalents. Windows terminology (e.g., NTFS, SID, NTLM) is explained in depth, while Linux/UNIX-specific tools and configuration examples are minimal or absent. Official support is emphasized for Windows and macOS SMB clients, but Linux SMB (Samba) is mentioned as unsupported, with no guidance or examples. There are no Linux command-line examples for NFS or SMB usage, and Windows-centric patterns (Active Directory, NTFS ACLs) are foregrounded.
Recommendations:
  • Provide Linux command-line examples for both NFS and SMB (e.g., show how to mount NFS and SMB shares from Linux clients, including required packages and configuration).
  • Include parity in tool references: if referencing Windows tools (e.g., NTFS, SID, NTLM), also reference and explain Linux/UNIX equivalents (e.g., POSIX ACLs, UID/GID, Kerberos setup on Linux).
  • Offer troubleshooting tips and configuration steps for Linux clients (e.g., Samba configuration for SMB, idmapd.conf for NFSv4, LDAP integration).
  • Clarify the support status for Linux SMB clients and provide best-effort guidance or links to community resources.
  • Balance the order of presentation so that Linux/NFS and Windows/SMB are treated equally, or alternate which is presented first in each section.
  • Add explicit Linux-focused 'Next steps' or quickstart links, similar to those for Windows/SMB.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/network-file-system-group-memberships.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example Powershell Heavy
Summary:
The documentation page demonstrates a Windows bias by focusing exclusively on Microsoft Active Directory as the LDAP implementation, using Windows-centric terminology and tools (such as ldp.exe), and providing only Windows-based examples and screenshots. There are no examples or instructions for equivalent Linux/OpenLDAP environments, nor are Linux tools or patterns mentioned. The documentation assumes a Windows/AD context for LDAP group management, which may not be applicable to organizations using Linux-based LDAP servers.
Recommendations:
  • Include equivalent examples and screenshots for Linux/OpenLDAP environments, such as using ldapsearch or other standard Linux LDAP tools.
  • Mention and explain how supplemental groups and GID management work in non-Active Directory LDAP servers.
  • Provide instructions or references for modifying group membership and LDAP attributes in Linux/OpenLDAP, not just in Windows/AD.
  • Balance the order of presentation so that Linux/OpenLDAP approaches are described alongside or before Windows/AD approaches where possible.
  • Reference Linux documentation and tools (e.g., openldap, nslcd, sssd) in addition to Microsoft tools.
  • Clarify when a feature or limitation is specific to Active Directory versus generic to LDAP or NFS.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/performance-azure-vmware-solution-datastore.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Powershell Heavy Missing Linux Example
Summary:
The documentation page demonstrates a moderate Windows bias. Windows tools and concepts (such as NTFS, volume shadow copies, and Windows Server striped volumes) are mentioned alongside or before Linux equivalents. In the 'Next steps' section, Windows-specific guidance ('Creating striped volumes in Windows Server') is listed before Linux-specific content, and there is no direct example or link for Linux disk striping (e.g., using LVM or mdadm). While Linux is referenced (e.g., Ubuntu VMs, XFS, LVM), explicit Linux command examples or links to Linux disk striping documentation are missing, and Windows terminology appears more frequently or is prioritized.
Recommendations:
  • Add explicit Linux disk striping examples and documentation links (e.g., guides for LVM or mdadm) in the 'Next steps' section, ideally placed before or alongside Windows equivalents.
  • When discussing file system freeze/snapshot operations, provide equal detail for Linux (e.g., xfs_freeze, LVM snapshots) as for Windows (NTFS, VSS).
  • Ensure that Linux tools and patterns are mentioned with equal prominence and detail as Windows tools throughout the document.
  • Include example commands or configuration snippets for both Linux and Windows where relevant (e.g., how to stripe disks, monitor performance, or perform snapshots).
  • Review the order of presenting Windows and Linux content to avoid consistently listing Windows first, which can reinforce perceived bias.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/performance-oracle-multiple-volumes.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation is largely platform-neutral in its narrative, but there are subtle biases favoring Windows/Azure-native paradigms. While the article focuses on Oracle on Azure NetApp Files (which is inherently cross-platform), it assumes familiarity with Azure-specific tooling and does not provide Linux-specific or cross-platform command-line examples except in the context of network interface validation. There is a lack of explicit Linux administration examples (e.g., for mounting, automation, or troubleshooting), and Azure/Windows-centric tools and patterns are mentioned without always offering Linux alternatives or parity.
Recommendations:
  • Provide explicit Linux and cross-platform examples for common administrative tasks (e.g., mounting NFS volumes, validating network performance, troubleshooting).
  • When referencing Azure-native tools or patterns, also mention or link to equivalent Linux-native tools or open-source alternatives where applicable.
  • Ensure that automation and scripting examples (e.g., for deployment, configuration, validation) are shown for both PowerShell and Bash/shell, or clarify when Bash/Ansible is used.
  • Highlight any differences or special considerations for Linux environments, especially in areas like network configuration, performance tuning, and monitoring.
  • Include troubleshooting steps and diagnostic commands for both Windows and Linux environments to ensure parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/reestablish-deleted-volume-relationships.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First
Summary:
The documentation primarily uses Azure PowerShell commands for feature registration, with Azure CLI (cross-platform) only mentioned secondarily and without example syntax. This prioritizes Windows/PowerShell usage and may disadvantage Linux or macOS users who typically use Azure CLI.
Recommendations:
  • Provide Azure CLI command examples alongside PowerShell for all steps, not just a mention.
  • Present Azure CLI and PowerShell examples in parallel or with equal prominence, rather than PowerShell first.
  • Explicitly state that both Azure CLI and PowerShell can be used on all platforms, and link to installation guides for both.
  • Consider including Bash shell examples for relevant operations, especially for Linux users.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/sever-message-block-support.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example Windows Heavy Context
Summary:
The documentation page demonstrates a Windows-centric bias in its discussion of SMB support in Azure NetApp Files. The content and examples are almost exclusively focused on Windows environments, tools, and semantics (e.g., NTFS, Active Directory, Hyper-V, MS SQL Server, Windows client behaviors), with little to no mention of Linux or macOS SMB client usage, configuration, or differences. Linux-specific SMB client considerations, tools, or configuration steps are missing, and Windows terminology and tools are referenced first or exclusively throughout.
Recommendations:
  • Add examples and explanations for configuring and accessing Azure NetApp Files SMB shares from Linux and macOS clients, including common tools (e.g., smbclient, mount.cifs) and authentication considerations.
  • Include a section comparing Windows and Linux SMB client behaviors, especially for features like file permissions, symbolic links, and delete semantics.
  • Mention Linux/UNIX equivalents when referencing Windows tools or features (e.g., explain how 'share permissions' or 'offline files' map to Linux clients, or note differences).
  • Provide guidance on troubleshooting SMB access from non-Windows clients, including common error messages and solutions.
  • Reference Linux documentation or man pages where appropriate (e.g., for smb.conf, mount.cifs, or Kerberos configuration on Linux).
  • Clarify when features or limitations are specific to Windows clients versus cross-platform SMB clients.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/snapshots-introduction.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Missing Linux Example
Summary:
The documentation page demonstrates a mild Windows bias. In sections describing how to create and manage snapshots, Windows tools (PowerShell) are mentioned explicitly and often listed before or alongside cross-platform tools, but there is no mention of Linux/Unix-specific tools or command-line examples (such as Bash scripts or Linux CLI usage). There are no Linux/Unix-specific usage patterns or examples, and the scripting example provided is linked to a SQL Server (a Windows-centric workload) scenario. The documentation does not provide parity in examples or tool references for Linux users.
Recommendations:
  • Include explicit Linux/Unix command-line examples (e.g., Bash scripts using Azure CLI) for creating, managing, and restoring snapshots.
  • When listing tools, alternate or randomize the order of Azure CLI and PowerShell, or list Azure CLI first as it is cross-platform.
  • Provide example scripts for both PowerShell and Bash to demonstrate parity.
  • Reference Linux/Unix workloads and use cases (e.g., restoring files from NFS volumes using Linux commands) alongside Windows/SMB examples.
  • Ensure that links to scripting examples include both Windows and Linux scenarios.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/snapshots-restore-file-client.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools
Summary:
The documentation provides both Linux (NFS) and Windows (SMB) client instructions for restoring files from snapshots, with clear parity in basic restore steps. However, the Windows section includes additional restore options (using the 'Previous Versions' tab) and multiple screenshots, whereas the Linux section is limited to command-line instructions without mention of graphical tools or advanced features. The Windows instructions also reference Windows-specific UI elements and tools, potentially giving the impression of richer support or easier workflows on Windows.
Recommendations:
  • Add information about graphical file managers on Linux (e.g., Nautilus, Dolphin) and how users can access the .snapshot directory and restore files using a GUI, similar to the Windows screenshots.
  • If available, mention any Linux desktop environment features or third-party tools that provide snapshot browsing or file restoration (e.g., GNOME's file versioning, Timeshift, or integration with NetApp snapshots).
  • Include screenshots for the Linux workflow to match the visual guidance provided for Windows users.
  • If Windows 'Previous Versions' is highlighted, clarify whether there are equivalent features or recommended alternatives for Linux users, or explicitly state if such features are not available.
  • Ensure that advanced options or tips are presented for both platforms, or note platform-specific limitations to maintain transparency and parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/solutions-benefits-azure-netapp-files-sql-server.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows Tools Windows First
Summary:
The documentation page exclusively discusses SQL Server deployment scenarios, performance, and benchmarking in the context of Windows environments. There are no references to Linux-based SQL Server deployments, Linux tools, or cross-platform considerations. All examples, performance metrics, and tooling (such as SSB and perfmon) are implicitly or explicitly Windows-centric. The 'Next Steps' section also only references SMB (a Windows-native protocol), with no mention of NFS or Linux-based workflows.
Recommendations:
  • Include explicit mention of SQL Server on Linux as a supported scenario for Azure NetApp Files, if applicable.
  • Provide performance and cost analysis examples for SQL Server running on Linux VMs, including relevant VM series and storage configurations.
  • Reference Linux-native benchmarking and monitoring tools (e.g., iostat, sysstat, sar) alongside or instead of Windows tools like perfmon.
  • Add guidance or links for creating NFS volumes and connecting them to Linux-based SQL Server deployments.
  • Ensure that all diagrams, benchmarks, and configuration examples include both Windows and Linux perspectives where possible.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/tools-reference.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation lists a variety of tools for Azure NetApp Files, but the only automation example provided is ANFHealthCheck, which is explicitly described as a PowerShell runbook. There are no equivalent Linux/bash examples or mentions of cross-platform automation tools. This suggests a bias toward Windows and PowerShell environments, with a lack of parity for Linux users.
Recommendations:
  • Provide equivalent Linux/bash or cross-platform automation examples for tools like ANFHealthCheck.
  • Mention or link to Linux-compatible alternatives or scripts where PowerShell is referenced.
  • Explicitly state platform compatibility for each tool, clarifying if they are Windows-only, Linux-only, or cross-platform.
  • Add examples or documentation for using these tools in Linux environments, especially for monitoring and automation tasks.
  • Encourage contributions or community solutions for Linux users if official tools are not yet available.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/understand-guidelines-active-directory-domain-service-site.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Missing Linux Example
Summary:
The documentation page demonstrates a Windows-centric bias. It consistently references Windows tools (such as 'Active Directory Sites and Services'), provides step-by-step instructions and screenshots for Windows GUI utilities, and describes AD DS concepts and operations primarily from a Windows Server perspective. While Linux client authentication via Kerberos is mentioned, there are no Linux-specific configuration examples, tools, or screenshots. The documentation assumes familiarity with Windows administration and omits equivalent Linux-based approaches for managing AD DS integration or site topology.
Recommendations:
  • Provide Linux-based examples for AD DS integration, such as using Samba tools (e.g., samba-tool, net ads) for site discovery and domain controller management.
  • Include command-line examples for querying DNS SRV records and validating AD DS connectivity using Linux utilities (e.g., dig, host, kinit, ldapsearch).
  • Offer guidance or references for managing AD DS from Linux environments, such as using RSAT alternatives or open-source LDAP management tools.
  • Balance screenshots and step-by-step instructions by including both Windows and Linux workflows where applicable.
  • Clarify that while the Windows GUI tools are commonly used, equivalent operations can be performed from Linux systems, and provide links or instructions for those workflows.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/troubleshoot-volumes.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias in several ways: troubleshooting steps and error messages are predominantly focused on SMB and Active Directory scenarios, which are Windows-centric. PowerShell commands are provided for AD configuration, but equivalent Linux/Unix commands or tools are not mentioned. In dual-protocol and NFS sections, while some Linux-specific instructions are present (such as using kinit and systemctl), Windows/AD/SMB issues are discussed first and in greater detail. There is a lack of parity in providing Linux/Unix troubleshooting examples, especially for NFS-only or LDAP-only environments.
Recommendations:
  • Provide Linux/Unix command-line examples (e.g., using ldapsearch, klist, systemctl, or nfsstat) alongside or before Windows/PowerShell examples.
  • Include troubleshooting steps for common Linux/Unix NFS and LDAP scenarios, such as checking mount options, verifying Kerberos tickets, or inspecting /etc/krb5.conf and /etc/hosts.
  • Balance the order of presentation: do not always list Windows/SMB/AD errors and solutions before Linux/NFS/LDAP ones; consider grouping by protocol or alternating order.
  • Where PowerShell or Windows AD tools are referenced, add equivalent Linux/Unix commands (e.g., samba-tool, kadmin, or openldap utilities) for managing Kerberos and LDAP.
  • Expand on Linux-specific troubleshooting for dual-protocol and NFSv4.1 Kerberos volumes, including more detailed steps for debugging on Linux clients.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/understand-data-encryption.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Powershell Heavy Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by prioritizing Windows/SMB and Active Directory scenarios, referencing Windows-specific tools and features (such as Group Policy, registry settings, and Microsoft advisories), and omitting Linux or non-Windows client configuration examples. SMB encryption and UNC hardening are discussed in depth, with references to Windows documentation and tools, while NFS/Kerberos and LDAP sections lack equivalent Linux-focused guidance or examples. There are no Linux command-line or configuration examples, and Windows terminology and tools are mentioned first or exclusively in several sections.
Recommendations:
  • Add Linux/NFS client configuration examples for enabling and verifying Kerberos encryption, including relevant commands (e.g., mount options, krb5.conf settings).
  • Provide equivalent Linux LDAP client configuration steps for LDAP signing and StartTLS, including example commands and configuration file snippets.
  • Balance the order of presentation so that NFS/Linux and SMB/Windows scenarios are given equal prominence, or alternate which is presented first.
  • Reference Linux documentation and tools (e.g., sssd, nsswitch, OpenLDAP, MIT Kerberos) alongside Windows tools like Group Policy.
  • Include troubleshooting steps and best practices for both Windows and Linux environments.
  • Where screenshots or packet captures are shown, provide examples from both Windows and Linux clients where applicable.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/understand-path-lengths.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Windows Tools Powershell Heavy Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias by prioritizing Windows/SMB path length details, providing extensive instructions and screenshots for Windows-specific configurations (such as registry edits and Group Policy), and referencing Windows tools and error dialogs. Linux/NFS sections are present but less detailed, with fewer practical examples and no equivalent visual aids or troubleshooting steps. Linux tools are mentioned only in the context of character byte size calculation, not for path length management or troubleshooting.
Recommendations:
  • Add equivalent Linux/NFS troubleshooting steps and error examples, such as common error messages and how to resolve them.
  • Include screenshots or terminal output for Linux/NFS path length errors, similar to the Windows dialog screenshots.
  • Provide Linux-specific guidance for extending or querying path limits, such as relevant sysctl settings or mount options, if applicable.
  • Balance the order of presentation: introduce NFS/Linux and SMB/Windows path limits in parallel, rather than focusing on Windows first.
  • Reference Linux documentation or tools (e.g., getconf, limits.h) more prominently and provide practical usage scenarios.
  • Offer parity in practical examples, such as how to map NFS mounts deeper into the directory structure to work around path length issues, similar to the SMB mapping workaround.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/understand-volume-languages.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation page demonstrates a moderate Windows bias. Windows tools (Explorer, PowerShell, Notepad, Notepad++, chcp, Windows Terminal, PowerShell ISE) are frequently mentioned, often before or in more detail than their Linux equivalents. PowerShell and Windows-specific commands are shown for encoding conversion and file operations, while Linux examples are sometimes present but less detailed or introduced after Windows. Some sections (e.g., file encoding viewing/conversion) provide more step-by-step guidance for Windows than for Linux. The page also refers to Windows-specific behaviors (e.g., 8.3 filenames, region settings) in greater depth.
Recommendations:
  • Ensure Linux and macOS examples are provided alongside Windows examples for all key operations (e.g., file encoding conversion, viewing file encodings, troubleshooting).
  • Present Linux and Windows examples in parallel, or alternate which OS is presented first, to avoid a 'Windows-first' impression.
  • Expand Linux tool coverage: for example, show how to use Linux text editors (vim, nano, gedit) to view and change file encodings, and provide more details on Linux locale and font configuration.
  • Include more screenshots or command outputs from Linux terminals, not just Windows tools.
  • When referencing Windows-specific tools or settings (e.g., PowerShell ISE, chcp, region settings), provide equivalent Linux/macOS guidance (e.g., locale, iconv, file, terminal font settings).
  • Explicitly mention macOS behaviors where relevant, especially since it is referenced briefly but not covered in detail.
  • Balance troubleshooting advice and error message explanations for both Windows and Linux clients.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/use-dfs-n-and-dfs-root-consolidation-with-azure-netapp-files.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation is heavily Windows-centric, focusing exclusively on Windows Server DFS Namespaces (DFS-N), Windows AD, and Windows DNS management. All examples, instructions, and tooling references are for Windows GUI or PowerShell, with no mention of Linux equivalents or cross-platform alternatives. There are no Linux-based examples, and the documentation assumes a Windows-based infrastructure throughout.
Recommendations:
  • Acknowledge that DFS Namespaces is a Windows Server feature and clarify if there are any cross-platform alternatives or limitations.
  • If possible, mention or link to any open-source or Linux-compatible DFS-like solutions (e.g., Samba DFS, autofs, or other namespace/virtualization tools) and explain interoperability or lack thereof.
  • Provide guidance for Linux clients accessing DFS-N namespaces (e.g., using smbclient, cifs-utils, or mount.cifs), including sample commands for mounting DFS-N shares from Linux.
  • Clarify that management and configuration of DFS-N is only supported on Windows, but accessing shares may be possible from non-Windows clients, and provide relevant instructions.
  • Where DNS changes are required, include generic instructions or note how to perform similar steps using BIND or other non-Windows DNS servers.
  • Consider adding a section on limitations or considerations for mixed Windows/Linux environments, especially for organizations with heterogeneous infrastructure.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/volume-delete.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation provides only Azure Portal (GUI) instructions and omits any command-line examples. There is no mention of PowerShell or Windows-specific tools, but the lack of CLI examples (such as Azure CLI or Bash) means Linux users do not have parity. The instructions do not reference Linux-specific tools or workflows, nor do they provide cross-platform command-line guidance.
Recommendations:
  • Add Azure CLI examples for deleting a volume, including sample commands that work on Linux, macOS, and Windows.
  • If applicable, include PowerShell examples, but ensure they are presented alongside Azure CLI/Bash examples to maintain parity.
  • Explicitly mention that the deletion can be performed via CLI and provide links to relevant CLI documentation.
  • Clarify any OS-specific steps for unmounting the volume (e.g., provide both Linux and Windows unmount instructions).
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/whats-new.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows Tools Windows First
Summary:
The documentation for Azure NetApp Files generally maintains cross-platform parity, frequently referencing both Linux (NFS) and Windows (SMB) use cases. However, there is a notable emphasis on Windows-centric features and terminology, particularly around SMB, Active Directory, and Windows client behaviors. Windows tools and patterns (e.g., Windows File Explorer, NTFS, Windows client, FSLogix, Citrix App Layering, SQL Server on Windows) are mentioned more often and sometimes before their Linux/NFS equivalents. Some features are described with a Windows-first perspective, such as access-based enumeration and non-browsable shares, where the behavior is explained in terms of Windows client experience. There are also several features that are only relevant to Windows/SMB environments, with less emphasis on Linux/NFS-only enhancements.
Recommendations:
  • Where features are described in terms of Windows client experience (e.g., access-based enumeration, non-browsable shares), add equivalent explanations for Linux/NFS clients or clarify if the feature is not applicable.
  • When listing protocol support or describing new features, present NFS (Linux) and SMB (Windows) use cases in parallel, rather than defaulting to Windows-first explanations.
  • For features that are SMB/Windows-specific, explicitly state their relevance and, where possible, provide links or references to comparable Linux/NFS features or best practices.
  • Ensure that examples, troubleshooting steps, and user scenarios include both Linux and Windows perspectives where applicable.
  • Highlight Linux/NFS-only enhancements with equal prominence as Windows/SMB features to reinforce cross-platform parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/volume-hard-quota-guidelines.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy
Summary:
The documentation demonstrates a mild Windows bias, particularly in the ordering and depth of examples. In the VM-level monitoring section, Windows examples (Explorer, dir command, screenshots) are presented first and in greater detail, followed by Linux examples. In the CLI/PowerShell section, PowerShell screenshots and references are prominent, with no explicit Linux shell (bash) command-line examples or screenshots, even though Azure CLI is cross-platform. There are no exclusive Windows-only tools, but the documentation tends to prioritize Windows workflows and visuals.
Recommendations:
  • Alternate the order of Windows and Linux examples in sections to avoid always presenting Windows first.
  • Provide equivalent bash/Azure CLI command-line examples and screenshots alongside PowerShell examples, especially in the CLI/PowerShell section.
  • Include more detailed Linux workflow descriptions and visuals where possible (e.g., showing Linux file manager properties for mapped drives, if applicable).
  • Explicitly state that Azure CLI commands work identically on Linux, macOS, and Windows, and show examples in a Linux terminal.
  • Where possible, balance the number of screenshots and depth of explanation between Windows and Linux sections.