Azure Netapp Files

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 126-150 of 896 flagged pages
Azure Netapp Files Understand Server Message Block support in Azure NetApp Files ...cles/azure-netapp-files/sever-message-block-support.md
High Priority View Details →
Scanned: 2026-01-11 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 page for SMB support in Azure NetApp Files demonstrates a Windows-centric bias. Windows terminology, features, and tools are referenced throughout, often without Linux equivalents or examples. Windows-specific features (such as NTFS semantics, VSS shadow copy, FSCTL commands, and Windows client behaviors) are described in detail, while Linux or macOS client usage is rarely mentioned and typically as an afterthought. Many links and examples point to Windows documentation, and configuration guidance is tailored to Windows environments (Active Directory, NTLM, Kerberos, etc.), with little information for Linux-based SMB clients. There are no Linux command-line examples, and UNIX extensions are described as disabled by default, with minimal explanation of Linux interoperability.
Recommendations
  • Add explicit examples and configuration guidance for Linux SMB clients (e.g., using smbclient, mount.cifs, or relevant Linux tools).
  • Include Linux/macOS-specific notes for features such as file permissions, symlinks, and offline files.
  • Balance references to Windows tools and documentation with links to Linux SMB client documentation (e.g., Samba, cifs-utils).
  • Clarify interoperability limitations and best practices for Linux clients, especially where Windows semantics differ (e.g., delete semantics, symbolic links, export policies).
  • Provide troubleshooting steps and performance tuning tips for Linux SMB clients.
  • Where features are described as Windows-specific (e.g., VSS, FSCTLs), note the Linux/macOS equivalents or lack thereof.
GitHub Create Pull Request
Azure Netapp Files Restore a file from a snapshot using a client with Azure NetApp Files ...es/azure-netapp-files/snapshots-restore-file-client.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows Features Windows Gui Heavy
Summary
The documentation provides parity in basic file restore instructions for both Linux and Windows clients, but Windows examples include additional features and GUI-based workflows (such as Previous Versions tab) that are not matched with equivalent advanced Linux tooling or features. The Windows section also references built-in Windows Explorer capabilities and screenshots, while the Linux section is limited to basic command-line usage.
Recommendations
  • Add advanced Linux restore options, such as using file managers (e.g., Nautilus, Dolphin) to access .snapshot directories, with screenshots.
  • Mention Linux desktop environments' hidden file viewing features, similar to Windows' 'show hidden items'.
  • If available, describe Linux/NFS client features or third-party tools that provide snapshot browsing or restore capabilities beyond the command line.
  • Clarify whether there are Linux equivalents to Windows' 'Previous Versions' tab, or explicitly state if such features are unavailable.
  • Ensure that both sections provide similar depth and detail, including GUI and command-line workflows where possible.
GitHub Create Pull Request
Azure Netapp Files Azure NetApp Files tools ...ob/main/articles/azure-netapp-files/tools-reference.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation page lists several tools for Azure NetApp Files, but only one tool (ANFHealthCheck) explicitly mentions a platform-specific implementation: it is described as a PowerShell runbook, which is primarily a Windows technology. There are no equivalent Linux/bash examples or alternatives provided for this functionality. Other tools are either web-based, Azure-native, or infrastructure-as-code (Terraform/Bicep), which are cross-platform, but the only scripting/automation example is Windows-centric.
Recommendations
  • Provide equivalent Linux/bash scripts or runbooks for monitoring and reporting tasks, such as an ANFHealthCheck alternative using Bash or Python.
  • Explicitly mention cross-platform compatibility for tools where applicable, and clarify if any tools are Windows-only.
  • Add examples or links to Linux-native automation solutions (e.g., Azure CLI, Bash scripts, Python modules) for Azure NetApp Files management and monitoring.
  • Ensure that scripting and automation guidance is balanced between Windows/PowerShell and Linux/bash environments.
GitHub Create Pull Request
Azure Netapp Files Understand data encryption in Azure NetApp Files ...icles/azure-netapp-files/understand-data-encryption.md
High Priority View Details →
Scanned: 2026-01-11 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 Windows bias by prioritizing Windows/SMB encryption topics, referencing Windows-specific tools and features (UNC hardening, Group Policy, Active Directory), and providing configuration guidance primarily for Windows environments. Linux/NFS encryption is covered, but with less detail and without practical configuration examples. There are no Linux-specific command-line or tool references, and LDAP configuration is described mostly in terms of Windows Active Directory, omitting guidance for common Linux LDAP servers (OpenLDAP, etc.).
Recommendations
  • Add Linux/NFS client configuration examples for Kerberos encryption, including commands for mounting NFS shares with krb5/krb5i/krb5p.
  • Include references to Linux tools (e.g., kinit, nfs-utils, ldap-utils) and how to configure them for secure connections to Azure NetApp Files.
  • Provide LDAP encryption configuration steps for Linux-based LDAP servers (such as OpenLDAP), including StartTLS setup.
  • Balance the order of presentation so that Linux/NFS and Windows/SMB examples are given equal prominence.
  • Add troubleshooting tips for Linux clients connecting to Azure NetApp Files with encryption enabled.
  • Reference cross-platform best practices and clarify differences in encryption support between Windows and Linux clients.
GitHub Create Pull Request
Azure Netapp Files Troubleshoot volume errors for Azure NetApp Files ...in/articles/azure-netapp-files/troubleshoot-volumes.md
High Priority View Details →
Scanned: 2026-01-11 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 page exhibits a Windows bias in several ways. Troubleshooting guidance and error resolutions for SMB and dual-protocol volumes are heavily oriented toward Active Directory (AD), Microsoft Entra Domain Services, and Windows-centric concepts. PowerShell is referenced as the primary tool for managing Kerberos encryption types, with no Linux equivalent commands provided. In sections involving NFS and Kerberos, Linux commands are mentioned, but only after Windows/AD-centric steps. There are no explicit Linux or open-source directory service examples, and Windows/AD tools and terminology are used exclusively or introduced before any Linux alternatives.
Recommendations
  • Provide equivalent Linux command-line examples (e.g., using ldapsearch, kinit, or samba-tool) alongside PowerShell commands for managing Kerberos and AD objects.
  • Include troubleshooting steps for common Linux-based directory services (such as OpenLDAP or Samba AD) where relevant.
  • When discussing AD user/group membership, mention how to check or modify these attributes using Linux tools.
  • Present Linux/NFS troubleshooting steps before or alongside Windows/AD steps, especially in dual-protocol scenarios.
  • Clarify which steps are OS-agnostic and which are specific to Windows or Linux, and structure documentation so that Linux users can easily find relevant guidance.
  • Add explicit examples for mounting volumes on Linux clients (e.g., using mount, nfs-utils) and troubleshooting permissions or Kerberos issues from a Linux perspective.
GitHub Create Pull Request
Azure Netapp Files Understand path lengths in Azure NetApp Files ...articles/azure-netapp-files/understand-path-lengths.md
High Priority View Details →
Scanned: 2026-01-11 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 page demonstrates a Windows bias by providing detailed instructions and screenshots for extending SMB path limits specifically in Windows, referencing Windows registry and Group Policy tools, and discussing Windows-specific path limitations and workarounds before mentioning Linux/NFS equivalents. Linux/NFS examples are present but less detailed, and Linux tools are referenced only in the context of character byte size analysis, not for SMB path management.
Recommendations
  • Add equivalent instructions and examples for extending SMB path limits on Linux and macOS clients, including any relevant configuration steps or limitations.
  • Include screenshots or terminal output for Linux SMB client errors and path length handling, similar to the Windows dialog examples.
  • Discuss Linux tools (e.g., mount options, smb.conf settings) that affect SMB path lengths and provide parity with Windows registry/Group Policy instructions.
  • Present Linux/NFS and Windows/SMB examples in parallel sections, ensuring both platforms are addressed equally and neither is consistently prioritized.
  • Clarify any differences in path length handling for SMB clients on non-Windows platforms (e.g., Linux, macOS) and provide troubleshooting steps for those environments.
GitHub Create Pull Request
Azure Netapp Files Understand volume languages in Azure NetApp Files ...cles/azure-netapp-files/understand-volume-languages.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation page exhibits a moderate Windows bias. Windows tools (Explorer, PowerShell, Notepad, Notepad++, CMD, PowerShell ISE, Windows Terminal) are frequently mentioned, often before or in more detail than their Linux equivalents. Many examples and screenshots use Windows environments, and encoding conversion is shown with PowerShell before Linux commands. Linux tools (iconv, file) are referenced, but often after Windows tools or with less detail. Some sections (e.g., SMB behaviors, file encoding conversion) provide Windows-specific guidance without parallel Linux instructions. There are also references to Windows-specific patterns (8.3 filenames, code pages) and settings (region settings for UTF-8 support) without equivalent Linux locale configuration guidance.
Recommendations
  • Provide Linux-first or Linux-parallel examples for all encoding and file manipulation scenarios, especially where PowerShell or Windows tools are shown.
  • Include more screenshots and walkthroughs using Linux terminals (e.g., GNOME Terminal, xterm) and file managers (e.g., Nautilus, Dolphin) to balance Windows Explorer/PowerShell visuals.
  • When discussing encoding conversion, present Linux commands (iconv, file, locale) before or alongside Windows methods.
  • Add explicit instructions for configuring Linux locales and fonts for proper Unicode display, similar to the detail given for Windows region settings and fonts.
  • Reference Linux code page and locale management tools (e.g., localectl, update-locale) where Windows code page commands (chcp) are mentioned.
  • Ensure all best practices and troubleshooting sections include Linux-specific advice, not just Windows-focused guidance.
GitHub Create Pull Request
Azure Netapp Files Understand guidelines for Active Directory Domain Services site design and planning ...rstand-guidelines-active-directory-domain-service-site.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by consistently referencing Windows-centric tools (such as Active Directory Sites and Services), Windows terminology, and Windows-based configuration steps. Examples and screenshots exclusively show Windows GUI tools, with no equivalent Linux or cross-platform command-line alternatives. While Linux clients are mentioned in authentication scenarios, there are no Linux-specific configuration examples or guidance for managing AD DS site topology from Linux environments.
Recommendations
  • Provide Linux-based examples for querying and managing AD DS site topology, such as using ldapsearch, samba-tool, or other open-source utilities.
  • Include command-line alternatives for tasks currently shown only with Windows GUI tools (e.g., PowerShell, Active Directory Sites and Services), such as using CLI tools or scripts that can be run on Linux.
  • Add explicit instructions or references for Linux administrators on how to validate DNS SRV records, configure subnets, and manage AD DS objects using cross-platform tools.
  • Clarify which steps are platform-agnostic and which are Windows-specific, and offer Linux equivalents where possible.
  • Consider including screenshots or walkthroughs for Linux environments, especially for tasks relevant to Linux-based clients or administrators.
GitHub Create Pull Request
Azure Netapp Files Use DFS-N and DFS Root Consolidation with Azure NetApp Files ...s-n-and-dfs-root-consolidation-with-azure-netapp-files.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation is heavily Windows-centric, focusing exclusively on Windows Server DFS Namespaces, Windows GUI tools, and PowerShell for all configuration steps. There are no Linux or cross-platform examples, and all tooling and patterns assume a Windows environment. Even DNS management instructions are specific to Windows DNS Server. No mention is made of Linux alternatives, nor is there guidance for organizations using non-Windows infrastructure.
Recommendations
  • Add a section clarifying that DFS Namespaces is a Windows-only technology, and suggest alternatives for Linux environments (e.g., NFS referrals, autofs, or other namespace virtualization tools).
  • Where possible, provide guidance for managing SMB shares and namespace redirection from Linux clients, including mounting instructions and compatibility notes.
  • For DNS management, include generic steps or examples using BIND or other common Linux DNS servers.
  • Explicitly state platform limitations and recommend cross-platform strategies for organizations with mixed Windows/Linux environments.
  • Consider adding a comparison table of namespace virtualization approaches for Windows and Linux, highlighting feature parity and gaps.
GitHub Create Pull Request
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
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation demonstrates a Windows bias in several ways: Windows examples and tools (Explorer, dir command) are presented before Linux equivalents in the VM-level monitoring section; PowerShell screenshots and references are prominent in CLI examples, with no equivalent Linux shell (bash) or scripting examples; and Windows-specific patterns (Explorer GUI, mapped drives) are described in more detail than Linux alternatives. While Linux is mentioned and the df command is shown, the overall structure and example depth favor Windows users.
Recommendations
  • Present Linux and Windows examples side-by-side or alternate which comes first to avoid 'windows_first' bias.
  • Include bash shell and scripting examples (e.g., using az CLI in bash, sample scripts for automation) alongside PowerShell screenshots.
  • Provide equivalent detail for Linux tools (e.g., show how to check capacity with GUI tools like GNOME Disks or KDE Partition Manager, if relevant).
  • Explicitly mention cross-platform compatibility of CLI tools and provide instructions for installing and using them on Linux.
  • Where PowerShell is referenced, add notes or links for using Azure CLI in Linux environments.
  • Ensure that automated and manual procedures are described with Linux and Windows parity, including screenshots and step-by-step instructions for both.
GitHub Create Pull Request
Azure Netapp Files Create an SMB volume for Azure NetApp Files ...-netapp-files/azure-netapp-files-create-volumes-smb.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates a Windows bias in several ways: all examples and instructions for managing SMB permissions and shares are given using Windows tools (MMC, Windows SMB client), with no mention of Linux or cross-platform alternatives. Windows terminology and commands (e.g., 'net view', Windows File Browser) are referenced exclusively. There are no examples or guidance for accessing or managing SMB volumes from Linux clients, nor are Linux tools or workflows discussed.
Recommendations
  • Include instructions and examples for accessing and managing SMB volumes from Linux clients (e.g., using smbclient, mount.cifs, or Nautilus).
  • Provide Linux command-line examples for mounting SMB shares and setting permissions, alongside Windows examples.
  • Mention Linux tools (such as smbclient, cifs-utils) and describe how to perform equivalent tasks (e.g., viewing shares, modifying permissions) on Linux.
  • Clarify which features (such as SMB3 encryption, access-based enumeration) are supported and how they behave on Linux clients.
  • Balance screenshots and step-by-step guides to show both Windows and Linux workflows where relevant.
GitHub Create Pull Request
Azure Netapp Files Install the Azure Application Consistent Snapshot tool for Azure NetApp Files ...n/articles/azure-netapp-files/azacsnap-installation.md
High Priority View Details →
Scanned: 2026-01-10 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 provides both Linux and Windows instructions, but there are signs of Windows bias: Windows tools and patterns (such as GUI-based steps and use of 'where' for binary location) are described in detail, sometimes before or with more clarity than Linux equivalents. Windows-specific terminology (e.g., %PATH%, .exe) is used throughout, and some steps (like user creation and environment variable setup) are more thoroughly explained for Windows. Linux instructions are present but sometimes less detailed or require external references. There is a lack of parity in example commands for finding binaries and setting environment variables, with Windows relying on GUI and built-in tools, while Linux uses shell commands with less explanation.
Recommendations
  • Ensure Linux instructions are as detailed and explicit as Windows instructions, including step-by-step guidance for user creation, environment variable setup, and binary location.
  • Provide equivalent Linux command-line examples for all Windows GUI or tool-based steps (e.g., use 'which' or 'find' for locating binaries, and show how to update .profile or .bashrc).
  • Avoid Windows-first ordering in sections; present Linux and Windows instructions side-by-side or in parallel tabs.
  • Clarify any differences in prerequisites or setup between platforms, and ensure both are covered equally.
  • Include troubleshooting steps and common issues for Linux users, as is often done for Windows.
  • Use platform-neutral language where possible, and avoid assuming Windows as the default environment.
GitHub Create Pull Request
Azure Netapp Files Create a capacity pool for Azure NetApp Files ...etapp-files/azure-netapp-files-set-up-capacity-pool.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page exhibits a Windows bias by referencing PowerShell and its module update process explicitly, while not mentioning Linux-specific tools or providing Linux command examples. The instructions for updating the Azure CLI are generic, but the PowerShell update process is described in detail, with no equivalent for Linux shells. There are no Linux-specific examples or references to Bash, shell scripting, or Linux package management. The order of presentation also places PowerShell before REST API, further reinforcing Windows-first patterns.
Recommendations
  • Add explicit instructions for updating the Azure CLI on Linux, including common package manager commands (e.g., apt, yum, zypper).
  • Include Bash or shell script examples for capacity pool creation using Azure CLI, alongside PowerShell examples.
  • Mention Linux environments and tools (e.g., Bash, zsh) in the prerequisites and steps, not just PowerShell.
  • Ensure parity by providing REST API usage examples with curl or httpie, which are common on Linux.
  • Reorder examples and tool references so that cross-platform tools (Azure CLI, REST API) are mentioned before platform-specific ones (PowerShell).
GitHub Create Pull Request
Azure Netapp Files Configure AD DS LDAP over TLS for Azure NetApp Files ...articles/azure-netapp-files/configure-ldap-over-tls.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates Windows bias by exclusively referencing Windows Server tools (Certification Authority, MMC snap-in) for certificate generation and export, and by omitting any Linux-based methods or examples for managing root CA certificates. All instructions and screenshots are Windows-centric, with no mention of equivalent Linux workflows or tools.
Recommendations
  • Add instructions for generating and exporting root CA certificates using Linux tools such as OpenSSL.
  • Include Linux-based examples and screenshots for certificate management.
  • Mention cross-platform alternatives to MMC and Windows Certification Authority, such as certtool or OpenSSL.
  • Clarify that the process can be performed on both Windows and Linux systems, and provide parity in step-by-step guidance.
GitHub Create Pull Request
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
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation provides detailed instructions and examples for running the Azure Application Consistent Snapshot tool on Windows, including multiple methods for elevating privileges (CMD, PowerShell, Task Scheduler), while Linux instructions are limited to referencing the 'sync' command for flushing I/O. Windows-specific tools and patterns (e.g., PowerShell elevation, NTFS, Task Scheduler) are described in detail and appear before Linux equivalents, which are not explained or exemplified. There are no Linux shell elevation examples, and Linux-specific nuances are not covered.
Recommendations
  • Add Linux privilege elevation examples (e.g., using 'sudo', systemd service, or cron for automation).
  • Provide step-by-step instructions for running azacsnap with flush on Linux, including handling permissions and automation.
  • Include Linux-specific troubleshooting tips and notes, similar to the Windows section.
  • Ensure Linux instructions and examples are presented with equal detail and prominence as Windows examples.
  • Mention Linux file system considerations (e.g., ext4, xfs) where NTFS is referenced for Windows.
GitHub Create Pull Request
Azure Netapp Files Configure the Azure Application Consistent Snapshot tool for Azure NetApp Files ...icles/azure-netapp-files/azacsnap-cmd-ref-configure.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page exhibits Windows bias in several ways. The only explicit file path example given for Microsoft SQL Server backup metadata uses a Windows-style path (e.g., 'C:\MSSQL_BKP\'), and there are no Linux-specific examples or instructions for SQL Server or other databases. The documentation does not mention Linux tools, shell commands, or provide parity for Linux environments, especially for SQL Server, which is available on Linux. Additionally, authentication file creation is described as occurring in Azure Cloud Shell, but no distinction is made between Bash and PowerShell, nor are Linux-specific usage patterns or file paths shown.
Recommendations
  • Provide Linux-specific examples for all supported databases, especially for Microsoft SQL Server (e.g., use '/var/opt/mssql/backups/' as a metadata file location).
  • Include both Windows and Linux file path formats in configuration examples and documentation.
  • Explicitly mention and demonstrate usage of the AzAcSnap tool on Linux environments, including shell commands and environment setup.
  • Clarify instructions for authentication file creation in both Bash and PowerShell environments, and note any differences for Linux users.
  • Add notes or sections highlighting cross-platform compatibility and any platform-specific considerations.
GitHub Create Pull Request
Azure Netapp Files Configure the database for Azure Application Consistent Snapshot tool for Azure NetApp Files ...cles/azure-netapp-files/azacsnap-configure-database.md
High Priority View Details →
Scanned: 2026-01-10 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 page provides detailed instructions for configuring AzAcSnap with SAP HANA, Oracle, IBM Db2, and Microsoft SQL Server. While SAP HANA, Oracle, and Db2 examples are Linux-centric, the Microsoft SQL Server section is Windows-centric, using Windows paths, tools, and command syntax (e.g., .\azacsnap.exe). The SQL Server section presents Windows instructions exclusively, with no Linux example or mention of cross-platform tools. Additionally, the SQL Server section appears last, but its instructions assume a Windows environment by default, and references to permissions and configuration use Windows terminology and tools. There is no parity for Linux-based SQL Server deployments.
Recommendations
  • Add explicit Linux instructions and examples for Microsoft SQL Server, including azacsnap usage on Linux (e.g., ./azacsnap, bash shell commands, Linux file paths).
  • Mention and provide guidance for installing SQL Server on Linux and configuring azacsnap in that environment.
  • Where possible, use cross-platform command syntax or provide both Windows and Linux variants side-by-side.
  • Clarify that azacsnap supports both Windows and Linux for SQL Server, and document any differences in setup or permissions.
  • Avoid using Windows-specific terminology (e.g., .\azacsnap.exe) without Linux equivalents, or present Linux examples first if the majority of supported databases are Linux-centric.
GitHub Create Pull Request
Azure Netapp Files Azure NetApp Files for Azure Government ...b/main/articles/azure-netapp-files/azure-government.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation page demonstrates Windows bias by providing detailed PowerShell instructions and listing PowerShell access as a primary method for connecting to Azure Government. Windows-centric tools (PowerShell, Microsoft Graph PowerShell, Entra PowerShell) are described in detail, while Linux-specific tools and examples (such as Bash, curl, or native Linux authentication flows) are absent. The ordering of sections places PowerShell access after Azure CLI, but the CLI examples are generic and do not offer Linux-specific guidance or troubleshooting. No Linux shell or macOS terminal examples are provided, and there is no mention of platform-specific considerations for non-Windows users.
Recommendations
  • Add explicit Linux/macOS shell examples for connecting to Azure Government, including Bash and zsh usage.
  • Include troubleshooting notes for Linux users (e.g., browser launch issues with 'az login', using device login, or headless authentication).
  • Provide REST API usage examples using curl or httpie from Linux/macOS terminals.
  • Mention cross-platform compatibility for Azure CLI and PowerShell, clarifying installation and usage differences on Linux/macOS.
  • Balance the PowerShell section with equivalent Linux-native tooling (e.g., Azure CLI, REST API calls) and clarify when PowerShell is required versus optional.
  • Add links to Linux/macOS installation guides for Azure CLI and PowerShell.
GitHub Create Pull Request
Azure Netapp Files Mount NFS volumes for virtual machines ...etapp-files-mount-unmount-volumes-for-virtual-machines.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation provides both Linux and Windows instructions for mounting NFS volumes, but there is a slight Windows bias in the ordering and detail. The Windows section is presented after Linux, but the Windows instructions require first mounting on Linux and running Linux commands (chmod), which may not be intuitive for Windows-only administrators. The Windows example references the Windows 'Mount' command-line tool, but does not provide a direct Linux equivalent in the Windows section. There is also a lack of parity in the examples: the Linux section provides detailed mount command syntax and fstab configuration, while the Windows section is less detailed and relies on external links for command usage.
Recommendations
  • Provide a Windows-only workflow for mounting NFS volumes, or clarify the Linux dependency for permission setting.
  • Include more detailed Windows command examples, similar to the Linux mount and fstab instructions.
  • Add troubleshooting steps specific to Windows NFS client issues, as done for Linux.
  • Ensure that Linux and Windows instructions are equally detailed and self-contained, without requiring cross-platform steps unless absolutely necessary.
  • Consider presenting Linux and Windows instructions in parallel, with equivalent detail and examples for each.
GitHub Create Pull Request
Azure Netapp Files Quickstart: Set up Azure NetApp Files and NFS volume ...-netapp-files-quickstart-set-up-account-create-volumes.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First 🔧 Windows Tools
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell examples are provided for every step, and PowerShell is mentioned before Azure CLI in most sections. The instructions and screenshots for the Azure Portal are also likely to be more familiar to Windows users. There is no explicit mention of Linux-specific tools or shell environments (e.g., Bash), and the CLI examples use generic variable syntax that is compatible with Bash but do not reference Linux shell environments directly. The documentation does not provide any Linux-specific troubleshooting, nor does it mention WSL, Bash, or other Linux-native tools. The overall structure and ordering prioritize Windows-centric tools and workflows.
Recommendations
  • Add explicit Bash shell instructions and examples, including variable export and command chaining syntax.
  • Reference Linux environments (e.g., Ubuntu, CentOS) and provide notes on running Azure CLI in native Linux terminals.
  • Include troubleshooting tips for Linux users, such as permissions, package installation, and environment setup.
  • Balance ordering by listing Azure CLI before PowerShell in sections, or alternate their order.
  • Mention WSL and cross-platform compatibility where relevant.
  • Add screenshots or notes for Linux desktop environments when showing portal navigation.
GitHub Create Pull Request
Azure Netapp Files Resize the capacity pool or a volume for Azure NetApp Files ...ttps://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-netapp-files/azure-netapp-files-resize-capacity-pools-or-volumes.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First
Summary
The documentation page exhibits mild Windows bias. REST API automation is explicitly linked to PowerShell, and the only scripting example for REST API usage refers to PowerShell. There is no mention of Linux-specific tools or shell environments (e.g., Bash, curl, jq) for REST API usage. The Azure CLI section is neutral, but REST API automation is presented with a Windows/PowerShell focus, and the PowerShell example is referenced before any Linux alternatives.
Recommendations
  • Add REST API usage examples with Linux-native tools (e.g., curl, jq) alongside PowerShell.
  • Clarify that Azure CLI works cross-platform and provide example commands in both Bash and PowerShell syntax.
  • Avoid referencing PowerShell as the default automation tool for REST API usage; mention alternatives such as Bash, Python, or other cross-platform scripting languages.
  • Include explicit notes that all operations can be performed from Linux, macOS, or Windows environments.
  • If linking to example scripts, provide both PowerShell and Bash/curl versions.
GitHub Create Pull Request
Azure Netapp Files SMB performance best practices for Azure NetApp Files ...ure-netapp-files/azure-netapp-files-smb-performance.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Missing Linux Example Powershell Heavy 🔧 Windows Tools
Summary
The documentation page demonstrates a strong Windows bias: all operational examples, commands, and monitoring instructions use Windows tools (e.g., PowerShell cmdlets like Get-SmbClientNetworkInterface, set-SmbClientConfiguration, Windows Performance Monitor, and references to Windows Server versions). There are no Linux-specific SMB client examples, nor any mention of Linux tools or configuration patterns. Windows terminology and links are prioritized throughout, with no parity for Linux environments.
Recommendations
  • Add equivalent Linux SMB client configuration and performance tuning examples, such as using smbclient, mount.cifs, or relevant kernel parameters.
  • Include Linux-based commands for monitoring SMB connections and performance (e.g., using netstat, iotop, or sysstat tools).
  • Reference Linux SMB client support for SMB Multichannel, Signing, and Encryption, noting any differences or limitations.
  • Provide guidance for optimizing SMB performance on Linux VMs, including NIC configuration, RSS, and accelerated networking where applicable.
  • Balance references and links to Windows documentation with links to Linux SMB client documentation (e.g., Samba, cifs-utils).
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Azure Netapp Files Azure NetApp Files SDKs and CLI tools ...icles/azure-netapp-files/azure-netapp-files-sdk-cli.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page lists both Azure CLI and PowerShell as supported command-line tools, but PowerShell is mentioned alongside Azure CLI without clarifying platform parity. There are no explicit Linux-specific examples, tools, or usage notes, and PowerShell (primarily a Windows tool, though available on Linux) is given equal prominence to Azure CLI, which is more cross-platform. No Linux shell (bash) or native Linux tool references are present, and no examples demonstrate usage on Linux systems.
Recommendations
  • Add explicit examples of using Azure CLI on Linux, including installation and usage in bash/zsh.
  • Clarify that Azure CLI is cross-platform and highlight its usage on Linux and macOS.
  • If PowerShell is mentioned, note its availability on Linux and macOS, and provide installation instructions for those platforms.
  • Consider adding a section or table that lists platform compatibility for each tool.
  • Include sample commands for both Windows (PowerShell) and Linux (bash/CLI) environments to ensure parity.
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Azure Netapp Files Configure NFSv4.1 Kerberos encryption for Azure NetApp Files ...es/azure-netapp-files/configure-kerberos-encryption.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First
Summary
The documentation page exhibits Windows bias by requiring the use of Windows-centric tools and commands (e.g., PowerShell's Set-ADComputer, RSAT) for key configuration steps, such as setting Kerberos encryption types on Active Directory computer accounts. Linux is referenced as the NFS client, but no Linux-native alternatives are provided for Active Directory management tasks. Windows tools and patterns (PowerShell, RSAT) are mentioned exclusively and before any Linux equivalents, with no mention of cross-platform or Linux-based approaches for AD integration.
Recommendations
  • Provide Linux-native alternatives for managing Active Directory computer accounts, such as using 'ldapmodify' or 'adcli' for Kerberos encryption type configuration.
  • Include examples of how to perform required AD tasks from a Linux system, especially for environments where administrators may not have access to Windows or RSAT.
  • Clarify whether all steps requiring PowerShell/RSAT can be performed via cross-platform tools or APIs, and document those methods.
  • Add explicit guidance for Linux-only environments, including any prerequisites or limitations.
  • Ensure that Linux and Windows instructions are presented in parallel, or that Linux options are listed first when the client is Linux.
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Azure Netapp Files Configure application volume groups for SAP HANA using REST API ...les/configure-application-volume-group-sap-hana-api.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation page demonstrates a Windows bias in several ways. All command-line examples use Azure CLI (az) and jq, but the authentication and scripting patterns are tailored to Windows/PowerShell users (e.g., az account get-access-token, az account list), with no mention of Linux-specific authentication or shell differences. There are no Linux-specific examples, nor any explicit instructions for Linux users (e.g., bash, environment variables, authentication via service principals, or curl usage differences). The documentation references Azure tools and workflows that are most familiar to Windows administrators, and does not provide parity for Linux workflows or alternative CLI tools.
Recommendations
  • Add explicit Linux shell examples, including bash syntax and authentication via service principals or environment variables.
  • Clarify that Azure CLI and jq are cross-platform, and provide installation instructions for Linux.
  • Include notes on differences in shell scripting between Windows (PowerShell) and Linux (bash), especially for environment variable handling and command substitution.
  • Provide alternative examples using native Linux tools (e.g., curl with direct token injection, using environment variables for authentication).
  • Mention Linux-specific considerations for NFS mounts, permissions, and SAP HANA deployment steps.
  • Ensure that any references to Azure tools or workflows are accompanied by Linux usage notes or alternatives.
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