252
Total Pages
149
Linux-Friendly Pages
103
Pages with Bias
40.9%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

896 issues found
Showing 651-675 of 896 flagged pages
Azure Netapp Files Understand volume languages in Azure NetApp Files ...cles/azure-netapp-files/understand-volume-languages.md
Medium Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation frequently references Windows tools (PowerShell, CMD, Notepad, Notepad++, Windows Explorer) and provides Windows-centric instructions and screenshots before or in greater detail than Linux/macOS equivalents. PowerShell and Windows encoding management are described with specific commands and GUI steps, while Linux encoding conversion and inspection are covered later and with less detail. Some sections (e.g., file encoding conversion, font management) focus on Windows utilities, with Linux alternatives mentioned briefly or as secondary options.
Recommendations
  • Provide Linux/macOS examples and screenshots alongside Windows ones, especially for encoding conversion, file viewing, and font management.
  • Include equivalent Linux commands (e.g., iconv, file, locale) in sections where PowerShell or Windows tools are demonstrated.
  • Discuss Linux/macOS font and locale configuration for character display in more detail, similar to the Windows font/region settings coverage.
  • Ensure Linux/macOS instructions are presented with equal prominence and detail as Windows instructions, not just as afterthoughts.
  • Add macOS-specific notes where relevant (e.g., default UTF-8 encoding, Terminal settings).
Azure Netapp Files What changing to volume hard quota means for your Azure NetApp Files service ...les/azure-netapp-files/volume-hard-quota-guidelines.md
Medium Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation page displays a moderate Windows bias. In the VM-level monitoring section, Windows examples (Explorer, dir command) are presented first and in greater detail, with multiple screenshots, before Linux examples. In the CLI/PowerShell section, PowerShell screenshots and references are prominent, and the use of PowerShell is highlighted alongside Azure CLI, with screenshots showing PowerShell usage. There is a lack of parity in showing Linux/macOS terminal usage for CLI examples, and no mention of Bash or other Linux-native tools for Azure management. Windows tools and UI patterns (Explorer, right-click context menus) are described in detail, while Linux equivalents are not discussed.
Recommendations
  • Present Linux examples alongside or before Windows examples in each section, especially in VM-level monitoring.
  • Include screenshots and command-line examples for Linux/macOS environments when demonstrating CLI usage (e.g., Azure CLI in Bash/zsh).
  • Reference Linux-native tools and patterns for Azure management, such as Bash scripts or shell usage, not just PowerShell.
  • Balance the detail and number of screenshots/examples between Windows and Linux/macOS.
  • Explicitly mention macOS where Linux is referenced, if applicable.
Azure Netapp Files Create volume replication for Azure NetApp Files ...etapp-files/cross-region-replication-create-peering.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation page primarily provides Azure PowerShell examples for feature registration and status checking, with Azure CLI alternatives mentioned only secondarily and without explicit command examples. The initial automation steps are shown using PowerShell syntax, which is more familiar to Windows users, and the CLI alternative is referenced as a link rather than shown inline. There are no Linux/macOS-specific instructions or screenshots, and the workflow assumes use of the Azure Portal or PowerShell.
Recommendations
  • Provide explicit Azure CLI command examples (e.g., 'az feature register', 'az feature show') alongside PowerShell commands, not just as a link.
  • When showing command-line examples, present both PowerShell and CLI commands together, or default to CLI first as it is cross-platform.
  • Add a note clarifying that all steps can be performed on Linux/macOS using Azure CLI or the Portal.
  • Consider including screenshots or instructions that are platform-neutral or show both Windows and Linux/macOS environments where relevant.
Azure Netapp Files Enable Active Directory Domain Services (AD DS) LDAP authentication for NFS volumes ...s/azure-netapp-files/configure-ldap-extended-groups.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation page exhibits a moderate Windows bias. It focuses almost exclusively on Active Directory Domain Services (AD DS) and Microsoft Entra Domain Services (both Microsoft/Windows-centric LDAP implementations), with explicit statements that OpenLDAP and other third-party LDAP servers are not supported. Examples and screenshots use Windows tools (MMC snap-in, Multi-valued String Editor, Active Directory Attribute Editor), and instructions for managing POSIX attributes are given only for Windows environments. The only Linux-specific guidance is limited to NFS client configuration, with no examples or instructions for managing LDAP attributes or schema on Linux/OpenLDAP. Windows tools and patterns are mentioned first and exclusively in critical configuration steps.
Recommendations
  • Clarify up front that only AD DS and Microsoft Entra Domain Services are supported, but provide rationale for the lack of OpenLDAP support.
  • Where possible, offer equivalent Linux/OpenLDAP attribute management steps or explain how Linux administrators can verify or interact with AD DS for POSIX attributes.
  • Include CLI-based examples (such as using ldapmodify, ldapsearch, or PowerShell alternatives) for managing POSIX attributes, not just GUI tools.
  • Add troubleshooting guidance for Linux/macOS users who may need to interact with AD DS LDAP from non-Windows systems.
  • Reorder examples so that Linux/NFS client configuration is not relegated to later steps, and provide parity in attribute management instructions.
Azure Netapp Files Configure application volume groups for SAP HANA using REST API ...les/configure-application-volume-group-sap-hana-api.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page demonstrates a moderate Windows bias. All command-line examples use Azure CLI and jq, which are available on Linux/macOS, but the workflow and instructions are written with a Windows-centric perspective. The extraction of subscription ID and access token uses Azure CLI commands, but there is no mention of Linux/macOS-specific considerations (such as authentication differences, environment setup, or alternative tools). There are no PowerShell-specific commands, but the absence of explicit Linux/macOS instructions or troubleshooting tips can create friction for non-Windows users.
Recommendations
  • Explicitly state that the Azure CLI and jq commands are cross-platform and provide installation instructions for Linux/macOS.
  • Add troubleshooting notes for Linux/macOS users, such as handling authentication, file permissions, or environment variables.
  • Include example shell scripts for both bash (Linux/macOS) and PowerShell (Windows) to demonstrate parity.
  • Mention any OS-specific differences in networking, file paths, or environment setup.
  • Provide links to official Azure CLI and jq installation guides for Linux/macOS.
Azure Netapp Files Configure NFSv4.1 Kerberos encryption for Azure NetApp Files ...es/azure-netapp-files/configure-kerberos-encryption.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First
Summary
The documentation page displays a moderate Windows bias, particularly in the sections involving Active Directory integration and Kerberos encryption configuration. Critical steps for setting Kerberos encryption type on the computer account rely exclusively on Windows tools (PowerShell and RSAT), with no mention of Linux/macOS alternatives for managing AD objects. Windows terminology and links are used first and exclusively in these steps, which may create friction for Linux administrators.
Recommendations
  • Provide equivalent instructions for managing Active Directory computer accounts from Linux/macOS, such as using ldapmodify, samba-tool, or other cross-platform AD management utilities.
  • Clarify whether the Kerberos encryption type can be set via non-Windows tools or via Azure portal/CLI, and document those methods if available.
  • Include links or references to Linux-based AD management documentation.
  • Where PowerShell commands are shown, offer alternative commands for non-Windows environments when possible.
Azure Netapp Files Requirements and considerations for Azure NetApp Files large volumes ...app-files/large-volumes-requirements-considerations.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page exhibits a moderate Windows bias. Feature registration and status-checking commands are shown first and primarily using Azure PowerShell (Windows-centric), with only brief mention of Azure CLI as an alternative. No explicit Linux/macOS shell examples are provided, and PowerShell syntax is shown in code blocks, potentially creating friction for Linux/macOS users who are more likely to use Bash and Azure CLI.
Recommendations
  • Provide explicit Bash/Azure CLI examples for all feature registration and status-checking steps, including full command syntax and sample output.
  • Present Azure CLI (cross-platform) examples before or alongside PowerShell examples, making it clear both are supported.
  • Add notes clarifying that all operations can be performed from Linux/macOS using Azure CLI.
  • Where possible, avoid using PowerShell-specific formatting in code blocks unless necessary, and label code blocks clearly as 'Windows PowerShell' or 'Linux Bash/Azure CLI'.
Azure Netapp Files Mount SMB volumes for Windows VMs ...n/articles/azure-netapp-files/mount-volumes-vms-smb.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation is exclusively focused on mounting SMB volumes for Windows virtual machines, providing instructions only for Windows clients. There are no examples or guidance for mounting SMB volumes on Linux or macOS clients, nor are cross-platform tools or commands mentioned.
Recommendations
  • Add a section detailing how to mount SMB volumes on Linux clients, including example commands (e.g., using 'mount -t cifs' or 'smbclient').
  • Mention macOS mounting procedures if relevant.
  • Provide parity in screenshots and step-by-step instructions for non-Windows platforms.
  • Clarify in the introduction whether the procedure is Windows-specific or applicable to other OSes.
Azure Netapp Files Manage Azure NetApp Files storage with cool access ...main/articles/azure-netapp-files/manage-cool-access.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page demonstrates a Windows bias primarily in the registration steps for enabling cool access, where Azure PowerShell commands are shown first and in detail, while Azure CLI (cross-platform) commands are only mentioned as alternatives and not explicitly documented. There are no Linux/macOS-specific instructions or screenshots, and all command-line examples use PowerShell syntax. The UI instructions and screenshots do not show platform-specific differences, but the command-line guidance is Windows-centric.
Recommendations
  • Provide explicit Azure CLI examples for feature registration and status checks alongside PowerShell examples, with full command syntax and sample output.
  • Clearly indicate that Azure CLI is cross-platform and suitable for Linux/macOS users.
  • Consider showing Azure CLI examples before or alongside PowerShell to avoid Windows-first bias.
  • Add notes or sections clarifying any platform-specific differences in UI or command-line usage.
  • Include screenshots or instructions relevant to Linux/macOS environments if applicable.
Azure Netapp Files Back up using Azure Application Consistent Snapshot tool for Azure NetApp Files | Microsoft Docs ...articles/azure-netapp-files/azacsnap-cmd-ref-backup.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First
Summary
The documentation provides detailed instructions and multiple examples for running the AzAcSnap tool with administrator privileges on Windows, including CMD, PowerShell, and Task Scheduler. These Windows-specific elevation methods are described in depth, while Linux instructions are limited to mentioning the use of the 'sync' command for flushing I/O. Windows tools and patterns (CMD, PowerShell, Task Scheduler) are mentioned exclusively and before Linux equivalents. Linux/macOS users receive less guidance for privilege elevation and operational patterns.
Recommendations
  • Add explicit instructions for running AzAcSnap with elevated privileges on Linux (e.g., using sudo) and macOS.
  • Provide Linux/macOS-specific examples for automation (e.g., using cron jobs or systemd timers) similar to the Windows Task Scheduler example.
  • Ensure that Linux/macOS operational patterns are described with equal detail and prominence as Windows patterns.
  • Consider reordering sections so that platform-specific instructions are grouped and presented with parity, or provide a clear cross-platform comparison table.
Azure Netapp Files Release Notes for Azure Application Consistent Snapshot tool for Azure NetApp Files | Microsoft Docs .../articles/azure-netapp-files/azacsnap-release-notes.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Powershell Heavy
Summary
The documentation consistently mentions Windows alongside Linux for binary downloads, but several features and improvements are described with a Windows-first or Windows-only focus, especially for Microsoft SQL Server support and configuration. Windows is often listed before Linux, and Windows-specific features (e.g., SQL Server 2022 support) are highlighted without equivalent Linux database examples. There is a lack of parity in examples and feature explanations for Linux and macOS users, particularly regarding database support and configuration variables.
Recommendations
  • Provide explicit Linux/macOS examples for database support and configuration, especially for features currently described as Windows-only (e.g., SQL Server).
  • Ensure that Linux and Windows download links are presented with equal prominence, alternating order or grouping them together.
  • Add parity for Linux database scenarios (e.g., PostgreSQL, MySQL) if supported, or clarify platform limitations.
  • Include troubleshooting and configuration guidance for Linux environments, not just Windows.
  • Avoid listing Windows before Linux unless there is a technical reason; consider alphabetical or simultaneous presentation.
Azure Netapp Files Configure the database for Azure Application Consistent Snapshot tool for Azure NetApp Files ...cles/azure-netapp-files/azacsnap-configure-database.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First 🔧 Windows Tools
Summary
The documentation provides examples and instructions for multiple databases (SAP HANA, Oracle, IBM Db2, Microsoft SQL Server). For Microsoft SQL Server, only Windows-specific tooling and command syntax (e.g., .\azacsnap.exe) are shown, and the instructions reference Windows-style paths and usage. The SQL Server section appears last, but the only examples for SQL Server are Windows-based, with no mention of Linux or cross-platform alternatives. Other database sections (SAP HANA, Oracle, Db2) use Linux shell commands and patterns, but SQL Server is treated as Windows-only.
Recommendations
  • Add explicit instructions and examples for running AzAcSnap with SQL Server on Linux, including shell command syntax and Linux paths.
  • Clarify whether AzAcSnap supports SQL Server on Linux, and if so, provide parity in setup, configuration, and test commands.
  • If SQL Server on Linux is not supported, state this clearly to avoid confusion.
  • Where possible, use cross-platform command syntax or provide both Windows and Linux/macOS examples for SQL Server operations.
Azure Netapp Files Azure NetApp Files for Azure Government ...b/main/articles/azure-netapp-files/azure-government.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation provides detailed PowerShell instructions and command tables for connecting to Azure Government, while Linux/macOS equivalents (such as Bash or shell scripting) are not mentioned. PowerShell access is given its own section, with multiple connection types and commands, whereas Linux-native tools and workflows are not discussed. The Azure CLI section is present, but PowerShell is emphasized and appears after CLI, and REST API access is described generically without platform-specific guidance.
Recommendations
  • Add explicit Linux/macOS instructions for connecting to Azure Government, including Bash and shell scripting examples.
  • Provide parity in example commands for both PowerShell and Bash/shell, especially for authentication and resource management.
  • Clarify which commands and tools are cross-platform, and note any platform-specific limitations or alternatives.
  • Include links to Linux/macOS setup guides for Azure CLI and REST API usage.
  • Reorder or balance sections so that Windows and Linux/macOS tools are presented equally.
Azure Netapp Files Create an SMB volume for Azure NetApp Files ...-netapp-files/azure-netapp-files-create-volumes-smb.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
🔧 Windows Tools Missing Linux Example Windows First Powershell Heavy
Summary
The documentation page for creating an SMB volume in Azure NetApp Files demonstrates notable Windows bias. All examples and instructions for managing SMB permissions and shares are exclusively Windows-centric, referencing Windows tools (MMC, Windows SMB client, Windows File Browser) and omitting Linux/macOS equivalents. There are no examples or guidance for Linux or macOS users on how to connect to or manage SMB shares, and Windows terminology and workflows are presented first and exclusively.
Recommendations
  • Add instructions and examples for connecting to and managing SMB volumes from Linux and macOS clients (e.g., using smbclient, mount.cifs, or Finder).
  • Include Linux/macOS-specific guidance for setting file and share permissions, such as using setfacl, chmod, or other relevant tools.
  • Provide parity in screenshots and step-by-step guides for non-Windows platforms.
  • Mention cross-platform SMB client compatibility and any platform-specific caveats.
  • Reorder sections or add clear headings to ensure Linux/macOS workflows are equally discoverable.
Azure Netapp Files Mount NFS volumes for virtual machines ...etapp-files-mount-unmount-volumes-for-virtual-machines.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation provides both Linux and Windows instructions for mounting NFS volumes, but there is a notable Windows bias in the Windows section. Specifically, the Windows instructions reference the Windows-specific 'Mount' command-line utility and link to Windows documentation, while Linux instructions use standard mount commands. The Windows section also requires users to first mount the volume on a Linux/Unix VM and run chmod, implying a dependency on Linux tools. Additionally, the Windows mounting example is shown after the Linux example, but the Windows section lacks parity in terms of detailed troubleshooting, best practices, and advanced options compared to the Linux section.
Recommendations
  • Provide equivalent troubleshooting and best practices for Windows NFS clients, similar to the Linux section.
  • Include more detailed Windows mount command examples, including options for different NFS versions, error handling, and persistent mounts.
  • Clarify the limitations and alternatives for Windows users, such as the lack of NFSv4.1 support, and offer guidance on dual-protocol volumes.
  • Where Linux tools (e.g., chmod) are required for Windows mounting, suggest Windows-native alternatives or clarify the workflow for Windows-only environments.
  • Ensure that advanced configuration topics (e.g., Kerberos, fstab equivalents) are covered for Windows where applicable.
Azure Netapp Files Azure NetApp Files SDKs and CLI tools ...icles/azure-netapp-files/azure-netapp-files-sdk-cli.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation lists both Azure CLI and PowerShell as supported command-line tools, but PowerShell (a Windows-centric tool) is given equal prominence to Azure CLI, and no Linux/macOS-specific tools or usage patterns are mentioned. There are no explicit Linux/macOS examples or references, and PowerShell is highlighted without clarifying its cross-platform status or offering Bash alternatives.
Recommendations
  • Clarify that Azure CLI is cross-platform and provide explicit Linux/macOS usage examples.
  • Indicate that PowerShell Core is available on Linux/macOS, or provide Bash shell equivalents for common tasks.
  • Add a section or table column specifying platform compatibility for each CLI tool.
  • Include links or references to Linux/macOS installation and usage guides for Azure CLI and PowerShell.
Azure Netapp Files Create a capacity pool for Azure NetApp Files ...etapp-files/azure-netapp-files-set-up-capacity-pool.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Windows First
Summary
The documentation mentions PowerShell and its Az.NetAppFiles module as a tool for managing Azure NetApp Files, providing update instructions and a link to PowerShell documentation. This is presented before any mention of Linux/macOS equivalents, such as Bash or Azure CLI, and no Linux/macOS-specific examples or instructions are provided. The Azure CLI is mentioned, but only in passing and without parity in detail compared to PowerShell.
Recommendations
  • Provide explicit examples and instructions for using Azure CLI on Linux/macOS, including update commands and links to relevant documentation.
  • Ensure that CLI and REST API instructions are as detailed as PowerShell instructions, and present them in parallel or before Windows-specific tools.
  • Add notes or sections highlighting cross-platform compatibility and any OS-specific considerations.
  • Avoid assuming PowerShell as the default automation tool; mention Bash or other shells where appropriate.
Azure Netapp Files Deploy Azure NetApp Files application volume group for Oracle using Azure Resource Manager ...igure-application-volume-oracle-azure-resource-manager.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation exclusively describes deployment using the Azure Portal GUI, which is most commonly accessed from Windows environments and does not mention or provide examples for Linux/macOS users, such as using Azure CLI, PowerShell, or REST API directly. No command-line or automation examples are given, and all screenshots and instructions are tailored to the portal interface, which may create friction for users on Linux or those preferring CLI-based workflows.
Recommendations
  • Add equivalent instructions for deploying the ARM template using Azure CLI and/or Azure PowerShell, with explicit examples for Linux/macOS terminals.
  • Include REST API example calls for template deployment, referencing the 'Configure application volume group for Oracle using REST API' page.
  • Provide a section comparing portal-based and command-line/automation-based deployment methods, with links to relevant documentation.
  • Ensure screenshots and step descriptions clarify that the portal is cross-platform, or note any platform-specific limitations.
Azure Netapp Files Configure AD DS LDAP over TLS for Azure NetApp Files ...articles/azure-netapp-files/configure-ldap-over-tls.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Missing Linux Example Windows First
Summary
The documentation page demonstrates a Windows bias by exclusively referencing Windows Server tools (Certification Authority, MMC snap-in) for certificate generation and export. No Linux or cross-platform alternatives are provided for managing certificates, and the instructions assume access to a Windows domain-joined client. The examples and screenshots are Windows-centric, and no mention is made of equivalent Linux workflows (e.g., using OpenSSL or Linux-based CA management).
Recommendations
  • Add instructions for generating and exporting root CA certificates using OpenSSL or other Linux-native tools.
  • Include examples and screenshots for Linux/macOS environments where applicable.
  • Mention cross-platform certificate management options and clarify that the process is not limited to Windows clients.
  • Reorder or parallelize instructions so that Windows and Linux workflows are presented equally.
Azure Netapp Files Convert an NFS volume between NFSv3 and NFSv4.1 with Azure NetApp Files ...in/articles/azure-netapp-files/convert-nfsv3-nfsv41.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First
Summary
The documentation page demonstrates a moderate Windows bias in the feature registration section, where Azure PowerShell commands are presented first and in detail, with Linux-friendly Azure CLI commands only briefly mentioned as an alternative. The rest of the page focuses on NFS operations, which are inherently Linux-centric, and provides Linux command examples for mounting and unmounting volumes. However, the initial registration steps may create friction for Linux/macOS users unfamiliar with PowerShell.
Recommendations
  • Provide full Azure CLI command examples for feature registration and status checking, not just links.
  • Present Azure CLI and PowerShell examples side-by-side or in parallel sections, with clear indications for Windows and Linux/macOS users.
  • Explicitly mention platform compatibility for each command/tool.
  • Consider listing Azure CLI (cross-platform) commands before PowerShell commands to reduce Windows-first perception.
Azure Netapp Files Create and manage Active Directory connections for Azure NetApp Files ...re-netapp-files/create-active-directory-connections.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation exhibits a moderate Windows bias. PowerShell commands are used exclusively for key administrative tasks (e.g., enabling Kerberos encryption types, registering features), with no equivalent Linux or cross-platform examples. Windows-specific tools and policies (Group Policy, registry keys) are referenced without mention of Linux alternatives. Windows terminology and features (e.g., Windows Server 2025, AD DS, SMB, NTFS privileges) are prioritized, and examples for Linux environments (such as using Linux-based AD management tools or Kerberos configuration) are missing. While some Linux/NFS scenarios are referenced, actionable steps and examples are almost entirely Windows-centric.
Recommendations
  • Provide equivalent Linux command-line examples (e.g., using ldapmodify, kadmin, or samba-tool for Kerberos/AD operations).
  • Include instructions for managing AD/Kerberos settings from Linux/macOS clients, especially for NFS and dual-protocol volumes.
  • Reference Linux tools and configuration files (e.g., /etc/krb5.conf, sssd, realmd) where relevant.
  • Present cross-platform examples side-by-side, or clearly indicate when a step is Windows-only.
  • Clarify which steps are required for Linux environments and provide links to Linux-specific documentation.
Azure Netapp Files Create a dual-protocol volume for Azure NetApp Files ...les/azure-netapp-files/create-volumes-dual-protocol.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Missing Linux Example Windows First
Summary
The documentation page exhibits a moderate Windows bias, especially in the section on managing LDAP POSIX attributes, where only Windows tools (Active Directory Users and Computers MMC snap-in) are described for attribute editing. There are no Linux/macOS equivalents or CLI/LDAP tool instructions provided for managing POSIX attributes. Windows terminology and tools are mentioned first and exclusively in several places, potentially creating friction for Linux administrators. However, the core workflow for creating dual-protocol volumes is platform-agnostic, and Linux-specific configuration (NFS client setup) is referenced via a link.
Recommendations
  • Add instructions or examples for managing LDAP POSIX attributes using Linux tools (e.g., ldapmodify, phpldapadmin, or other LDAP management utilities).
  • Include CLI-based or cross-platform methods for editing LDAP attributes, not just Windows GUI tools.
  • Where Windows tools are mentioned, provide Linux/macOS alternatives or note their availability.
  • Consider reordering sections so that platform-neutral or Linux-specific instructions are not always after Windows-specific ones.
  • Explicitly state that the described steps can be performed from Linux/macOS environments where applicable.
Azure Netapp Files Disable showmount in Azure NetApp Files .../main/articles/azure-netapp-files/disable-showmount.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page primarily provides Azure PowerShell examples for registering and unregistering the showmount feature, with only a brief mention of Azure CLI as an alternative. The PowerShell commands are presented first and in detail, while Linux/macOS users (who typically use Azure CLI) are not given explicit CLI command examples or step-by-step instructions. This creates friction for non-Windows users and may hinder their ability to follow the guide efficiently.
Recommendations
  • Provide explicit Azure CLI command examples for registering, checking, and unregistering the feature (e.g., 'az feature register', 'az feature show', 'az feature unregister').
  • Present CLI and PowerShell examples side-by-side or in separate tabs to ensure parity.
  • Clarify which commands are platform-agnostic and which are Windows-specific.
  • Include notes or links for Linux/macOS users on installing and using Azure CLI.
Azure Netapp Files Understand Domain Name Systems in Azure NetApp Files ...icles/azure-netapp-files/domain-name-system-concept.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Powershell Heavy Missing Linux Example
Summary
The documentation demonstrates a moderate Windows bias. Windows/Active Directory DNS is presented as the default and best practice, with Microsoft links and terminology used throughout. Examples and screenshots for DNS management and record viewing are Windows-centric, and Windows tools (DNS Manager, nslookup) are described in detail before Linux equivalents. Linux/BIND is mentioned but not explored in depth, and Linux-specific instructions or screenshots for DNS management are missing. The order of presentation and depth of coverage favors Windows environments.
Recommendations
  • Provide equivalent Linux/BIND DNS management examples and screenshots, including how to view and manage DNS records and TTLs using Linux tools (e.g., BIND utilities, systemd-resolved, etc.).
  • Include instructions for configuring dynamic DNS and secure DDNS on Linux/BIND servers, not just Microsoft AD DNS.
  • Offer troubleshooting steps and packet capture analysis using Linux tools (e.g., tcpdump, Wireshark on Linux) alongside Windows examples.
  • Balance the order of presentation so that Linux/BIND and Windows/AD DNS are given equal prominence and detail.
  • Reference authoritative Linux/BIND documentation for DNS best practices, scavenging, and record management.
  • Clarify which features are exclusive to Microsoft AD DNS and which are supported in Linux/BIND, and provide guidance for Linux users where features differ.
Azure Netapp Files Understand dual-protocol security style and permission behaviors in Azure NetApp Files ...ure-netapp-files/dual-protocol-permission-behaviors.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Powershell Heavy Missing Linux Example
Summary
The documentation demonstrates a moderate Windows bias. Windows/NTFS concepts, tools, and terminology (Active Directory, Windows RPC, NTFS ACLs) are referenced first or exclusively in several sections. Permission management is described in detail for Windows clients, with less emphasis on Linux/NFS management workflows. Windows tools and patterns (such as Windows security properties tab, Windows RPC calls) are mentioned, while Linux/NFS equivalents (e.g., GUI ACL management, local user support) are either described as unsupported or only available via CLI. There are no explicit Linux/macOS client examples or step-by-step instructions, and the documentation assumes Active Directory as the primary identity source, limiting Linux-centric scenarios.
Recommendations
  • Add explicit Linux/macOS client usage examples for permission management and authentication workflows.
  • Provide step-by-step instructions for managing NFSv4.x ACLs from Linux clients, including recommended tools and best practices.
  • Include parity in GUI management options, or clarify limitations and suggest alternatives for Linux environments.
  • Discuss alternative identity sources or local user/group management for Linux-centric deployments.
  • Present examples and tables with Linux/NFS scenarios first or alongside Windows/SMB examples to balance presentation.