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 1-25 of 896 flagged pages
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: 2026-01-14 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 page exhibits a strong Windows bias: all operational examples, commands, and monitoring instructions are Windows-centric (e.g., PowerShell cmdlets, Windows Performance Monitor, references to Windows Server versions). There are no Linux or macOS SMB client examples, nor is there guidance for monitoring or configuring SMB performance from non-Windows platforms, despite SMB being cross-platform. Windows tools and terminology are used exclusively, and Windows is mentioned first and often.
Recommendations
  • Add equivalent Linux/macOS SMB client configuration and performance tuning instructions (e.g., using smbclient, mount.cifs, or relevant kernel parameters).
  • Include Linux/macOS commands for verifying SMB Multichannel, signing, and encryption support (e.g., using smbstatus, /proc/fs/cifs, or Wireshark).
  • Provide examples of performance monitoring on Linux (e.g., using iostat, atop, nload, or netstat).
  • Reference Linux and macOS SMB client documentation and best practices alongside Windows resources.
  • Clarify which recommendations are platform-agnostic and which are Windows-specific.
GitHub Create Pull Request
Azure Netapp Files Enable Active Directory Domain Services (AD DS) LDAP authentication for NFS volumes ...s/azure-netapp-files/configure-ldap-extended-groups.md
High Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation is heavily oriented toward Windows/Active Directory environments. It references Windows-specific tools (Ntdsutil.exe, MMC snap-in, Active Directory Attribute Editor) for managing LDAP attributes and settings, and does not provide equivalent Linux/OpenLDAP instructions or examples. The only supported LDAP servers are AD DS and Microsoft Entra Domain Services, with explicit exclusion of OpenLDAP and other third-party LDAP services. Most configuration steps and screenshots are based on Windows tools, and Linux client configuration is only briefly mentioned as a link to another page.
Recommendations
  • Provide equivalent instructions and examples for managing POSIX attributes and LDAP settings using Linux tools (e.g., ldapmodify, phpldapadmin) where possible.
  • Include screenshots or step-by-step guides for Linux environments, especially for attribute management and troubleshooting.
  • Clarify any limitations or workarounds for Linux/OpenLDAP users, and suggest alternative approaches if possible.
  • Consider supporting or documenting integration with OpenLDAP or other third-party LDAP servers, or explain the rationale for their exclusion.
  • Present Linux examples and tools alongside Windows ones, rather than only referencing Windows tools.
GitHub Create Pull Request
Azure Netapp Files Enable Continuous Availability on existing Azure NetApp Files SMB volumes ...p-files/enable-continuous-availability-existing-SMB.md
High Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation is heavily biased towards Windows environments: all verification steps use PowerShell commands, and only Windows systems are referenced for client actions (such as rebooting). There are no Linux or macOS client instructions or verification examples, despite SMB being accessible from those platforms.
Recommendations
  • Add equivalent instructions for Linux and macOS clients, including how to verify SMB Continuous Availability from those systems (e.g., using smbstatus, smbclient, or mount options).
  • Clarify whether rebooting is required for non-Windows clients, and if so, provide platform-specific guidance.
  • Include Linux/macOS command-line examples alongside PowerShell, or in a separate section.
  • Mention any differences or limitations for non-Windows clients regarding SMB CA.
GitHub Create Pull Request
Azure Netapp Files azure-netapp-files-create-volumes-smb.md ...e-netapp-files/includes/smb-continuous-availability.md
High Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page exhibits a clear Windows bias: all supported workloads (Citrix, FSLogix, MSIX app attach, SQL Server) are Windows-centric, with explicit statements that SQL Server on Linux is not supported. There are no Linux/macOS examples, guidance, or mention of equivalent tools or patterns. Windows-specific privileges (e.g., SeSecurityPrivilege) and Active Directory integration are referenced without Linux alternatives.
Recommendations
  • Explicitly state the lack of Linux/macOS support at the beginning of the document.
  • If possible, provide a roadmap or timeline for Linux support, or link to alternative solutions for Linux workloads.
  • Add a comparison table showing supported/unsupported platforms for each workload.
  • Include guidance or references for Linux users seeking similar functionality, even if only to clarify limitations.
  • Avoid Windows-specific terminology without context or alternatives for other platforms.
GitHub Create Pull Request
Azure Netapp Files Manage SMB share ACLs in Azure NetApp Files ...-netapp-files/manage-smb-share-access-control-lists.md
High Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation exclusively describes managing SMB share ACLs using Windows-specific tools (Windows Explorer and Microsoft Management Console), with no mention of Linux or macOS methods. All examples, screenshots, and instructions are Windows-centric, and there are no alternatives or parity for non-Windows users.
Recommendations
  • Include instructions for viewing and modifying SMB share ACLs from Linux and macOS clients, if supported (e.g., using smbclient, setfacl, or other relevant tools).
  • Clarify whether management of share ACLs is possible from non-Windows platforms, and if not, explicitly state this limitation.
  • If only Windows tools are supported, recommend remote desktop or similar access for Linux/macOS users, or provide guidance on using cross-platform management tools if available.
  • Add a section comparing platform support and limitations for SMB ACL management in Azure NetApp Files.
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: 2026-01-14 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 is heavily Windows-centric, with all examples, tools, and instructions focused exclusively on Windows Server, Windows DNS, and PowerShell. There are no Linux or macOS equivalents, nor any mention of how non-Windows users might interact with DFS-N or Azure NetApp Files in similar scenarios. Windows GUI and PowerShell instructions are provided for every step, and Windows-specific terminology and tooling (e.g., Server Manager, DFS Management console, Windows DNS server) are used throughout. Linux and macOS users are not addressed, and no alternative approaches or parity guidance is offered.
Recommendations
  • Explicitly state that DFS Namespaces is a Windows-only technology, and clarify if there are any cross-platform alternatives or limitations for Linux/macOS users.
  • If possible, provide guidance or references for Linux/macOS users who need to access Azure NetApp Files SMB shares, including mounting instructions, authentication, and namespace mapping strategies.
  • Mention any relevant Linux tools (e.g., smbclient, mount.cifs) for accessing SMB shares, and clarify how DFS-N mappings affect non-Windows clients.
  • Add a section discussing interoperability, limitations, or workarounds for non-Windows environments.
  • If root consolidation or namespace virtualization is needed on Linux, suggest alternative approaches or third-party tools, or state that such functionality is not available.
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: 2026-01-13 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 strong Windows bias. All command-line examples use Windows PowerShell cmdlets (e.g., Get-SmbClientNetworkInterface, set-SmbClientConfiguration), and monitoring instructions reference Windows-only tools like Performance Monitor. References to SMB Multichannel and encryption link exclusively to Microsoft/Windows documentation, and all performance charts and screenshots are based on Windows Server/Windows VM environments. There are no examples or guidance for Linux or macOS SMB clients, nor mention of their configuration, monitoring, or performance characteristics.
Recommendations
  • Include equivalent Linux SMB client configuration steps (e.g., using mount.cifs, smbclient, or relevant kernel options for multichannel, signing, and encryption).
  • Provide Linux/macOS command-line examples for monitoring SMB connections and performance (e.g., using netstat, smbstatus, or iostat).
  • Reference Linux SMB client documentation (such as Samba docs) alongside Windows links.
  • Add performance charts and test results from Linux SMB clients to compare with Windows results.
  • Clarify any differences in feature support or configuration between Windows and Linux/macOS SMB clients.
GitHub Create Pull Request
Azure Netapp Files azure-netapp-files-create-volumes-smb.md ...e-netapp-files/includes/smb-continuous-availability.md
High Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page exhibits a Windows bias by focusing exclusively on Windows workloads and tools. All supported use cases (Citrix, FSLogix, MSIX app attach, SQL Server) are Windows-centric, with explicit statements that Linux SQL Server is not supported. There are no Linux/macOS examples, guidance, or mention of equivalent Linux workloads. Windows-specific tools and privileges (Active Directory, SeSecurityPrivilege) are referenced without Linux alternatives.
Recommendations
  • Clearly state the lack of Linux/macOS support at the beginning of the document.
  • Add a section describing future plans or alternatives for Linux workloads, if any.
  • If possible, provide parity or workarounds for Linux users, or link to relevant Linux documentation.
  • Include a table or matrix summarizing supported platforms and workloads to clarify scope.
  • Avoid Windows-specific terminology unless necessary, or provide Linux equivalents where applicable.
GitHub Create Pull Request
Azure Netapp Files Understand LDAP schemas in Azure NetApp Files ...files/lightweight-directory-access-protocol-schemas.md
High Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example Powershell Heavy
Summary
The documentation page demonstrates a strong Windows bias by focusing exclusively on Microsoft Active Directory and Windows-specific management tools (ADSI Edit), with no mention of equivalent Linux LDAP servers (such as OpenLDAP) or instructions for Linux/macOS environments. All examples, attribute indexing instructions, and screenshots are Windows-centric, leaving Linux users without guidance for configuring or optimizing LDAP schemas and indexing.
Recommendations
  • Add sections describing how to configure LDAP attribute indexing in common Linux LDAP servers (e.g., OpenLDAP), including relevant tools and configuration files.
  • Provide examples and screenshots for Linux environments, such as using ldapmodify, slapd.conf, or other OpenLDAP utilities.
  • Clarify which steps are specific to Active Directory and provide parallel instructions for non-Windows LDAP implementations.
  • Include notes or warnings when a feature or method is exclusive to Windows/Active Directory.
  • Reorder or balance examples so that Linux and Windows instructions are presented with equal prominence.
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: 2026-01-13 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 biased towards Windows environments, providing only Windows Server, GUI, and PowerShell instructions for all DFS-N and DFS Root Consolidation tasks. There are no Linux/macOS examples, and all tooling and patterns referenced are Windows-specific (Server Manager, DFS Management console, Windows DNS server, PowerShell modules). The documentation assumes Active Directory and Windows infrastructure throughout, with no mention of Linux alternatives or cross-platform considerations.
Recommendations
  • Explicitly state that DFS Namespaces is a Windows-only technology and clarify Linux/macOS limitations.
  • If any cross-platform access is possible (e.g., mounting SMB shares from Linux clients), provide guidance or examples for Linux/macOS users.
  • Offer alternative approaches for Linux environments, such as using symbolic links, autofs, or other namespace virtualization tools.
  • Add a section comparing DFS-N with Linux-native solutions (e.g., NFS referrals, autofs, or Samba DFS support if applicable).
  • Clarify in requirements that all management and configuration must be performed on Windows Server, and Linux/macOS users cannot host or manage DFS-N namespaces.
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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page demonstrates Windows bias by explicitly mentioning PowerShell and its module update instructions, while omitting equivalent instructions for Linux shells (e.g., Bash) or Azure CLI on Linux. PowerShell is referenced before any Linux alternatives, and there are no examples or guidance for Linux users, such as Bash commands or Linux-specific update instructions.
Recommendations
  • Add explicit instructions for updating and using the Azure CLI on Linux, including Bash examples.
  • Provide parity in command-line examples by including both PowerShell and Bash/Azure CLI commands where relevant.
  • Mention Linux and macOS environments alongside Windows when discussing prerequisites and tools.
  • Ensure that references to PowerShell are balanced with references to Bash/Azure CLI, and do not appear first unless contextually appropriate.
  • Include troubleshooting or setup notes for Linux users, such as package installation or environment setup.
GitHub Create Pull Request
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: 2026-01-12 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 is given equal prominence despite being primarily a Windows tool. There are no explicit Linux-specific tools or examples, and no mention of Bash or shell scripting, which are common on Linux. The CLI section does not clarify cross-platform compatibility or provide Linux-oriented usage patterns.
Recommendations
  • Explicitly state that Azure CLI is cross-platform and provide examples of its use on Linux (e.g., Bash shell commands).
  • Add a note clarifying PowerShell Core is available on Linux, if relevant, and provide Linux-specific installation or usage instructions.
  • Include Linux/Bash script examples for common operations alongside PowerShell examples.
  • Mention other Linux-native tools or patterns if available (e.g., REST API usage via curl).
  • Reorder CLI tool presentation to list Azure CLI first, emphasizing its cross-platform nature.
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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by exclusively referencing Windows Server tools and workflows (Certification Authority, MMC snap-in) for certificate generation and export. No Linux or cross-platform alternatives are provided for these steps, and all screenshots and instructions are Windows-centric. There is no mention of how to perform equivalent tasks on Linux systems, nor are Linux tools or commands referenced.
Recommendations
  • Add instructions for generating and exporting root CA certificates using Linux tools such as OpenSSL.
  • Include Linux-specific examples and screenshots for certificate management.
  • Reference cross-platform certificate management options where possible, such as using OpenSSL or certtool.
  • Clarify that the process is not limited to Windows environments and provide parity for Linux administrators.
  • Reorder or supplement instructions so that Linux and Windows approaches are presented with equal prominence.
GitHub Create Pull Request
Azure Netapp Files Understand default and individual user and group quotas for Azure NetApp Files volumes ...s/default-individual-user-group-quotas-introduction.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation presents Windows client instructions and screenshots before Linux equivalents, and references Windows-specific concepts (such as SIDs and Windows Explorer) more prominently. Linux instructions are present but less detailed, and there is no mention of Linux group quota reporting tools or troubleshooting beyond the quota(1) command and error message. The 'Next steps' section also links to a Windows-specific topic.
Recommendations
  • Present Linux and Windows client instructions in parallel or alternate order to avoid implicit prioritization.
  • Provide more detailed Linux examples, including screenshots of quota reporting in common desktop environments or terminal output.
  • Reference Linux-specific concepts (such as GID, common quota management tools, and troubleshooting steps) with equal prominence to Windows equivalents.
  • Include links to Linux documentation or man pages in the 'Next steps' section, similar to the Windows SID documentation link.
  • Clarify any protocol-specific limitations (e.g., group quotas not supported on SMB) in both Windows and Linux contexts, and suggest workarounds or alternatives for Linux users where possible.
GitHub Create Pull Request
Azure Netapp Files Manage Azure NetApp Files storage with cool access ...main/articles/azure-netapp-files/manage-cool-access.md
High Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation page demonstrates a Windows bias by primarily providing Azure PowerShell examples for feature registration, referencing right-click actions and GUI screenshots typical of Windows environments, and omitting explicit Linux shell (bash) or cross-platform CLI instructions in key procedural steps. Azure CLI is mentioned as an alternative, but no concrete CLI or bash examples are shown. The workflow descriptions and screenshots focus on Windows-style interfaces and patterns, with no Linux-specific guidance or parity.
Recommendations
  • Provide explicit Azure CLI (bash) command examples alongside PowerShell for all registration and management steps, including full syntax and sample output.
  • Include instructions and screenshots for managing cool access using the Azure Portal on Linux or macOS, if applicable, or clarify that the steps are platform-agnostic.
  • Avoid referencing right-click actions or Windows-specific UI patterns without noting how the equivalent action is performed on other platforms.
  • Add a section or callouts for Linux administrators, describing how to perform all tasks using Linux-native tools and shell environments.
  • Ensure that all code blocks are labeled with the platform or shell they target, and offer alternatives for both Windows and Linux users.
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: 2026-01-12 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 areas. In the VM-level monitoring section, Windows examples and screenshots are presented before Linux equivalents, and more detail is given to Windows tools (Explorer, dir command) than Linux (only df is mentioned). In the CLI/PowerShell section, PowerShell screenshots and references are prominent, while Linux shell examples are absent. The documentation also refers to Windows-specific patterns (Explorer, context menus) and provides more visual aids for Windows workflows.
Recommendations
  • Present Linux and Windows examples in parallel or alternate their order to avoid Windows-first bias.
  • Expand Linux coverage in CLI sections by including bash shell examples (e.g., using Azure CLI from bash, not just PowerShell).
  • Add screenshots and step-by-step instructions for Linux workflows, such as using the Azure CLI in a Linux terminal.
  • Mention Linux tools (e.g., lsblk, mount, df) with equal detail as Windows tools.
  • Ensure parity in visual aids: provide Linux screenshots for capacity reporting and management tasks.
  • Clarify that Azure CLI is cross-platform and provide explicit instructions for both Windows and Linux environments.
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: 2026-01-12 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 in several ways. The section on flushing file buffers provides detailed, step-by-step instructions for running azacsnap.exe with administrator privileges on Windows, including using CMD, PowerShell, and Task Scheduler, while the Linux equivalent is briefly mentioned as using the 'sync' command with no further guidance or examples. Windows-specific tools and patterns (elevated CMD, PowerShell, Task Scheduler) are described in depth, and Windows instructions are presented first and more prominently than Linux instructions.
Recommendations
  • Provide equally detailed instructions for Linux, including example commands for flushing I/O buffers, running azacsnap with sudo, and automating with cron or systemd.
  • Present Linux and Windows instructions in parallel, or start with Linux examples if the tool is cross-platform.
  • Include troubleshooting tips and privilege escalation methods for Linux, similar to the Windows section.
  • Add explicit Linux example commands for common operations, such as viewing logs, automating backups, and managing permissions.
  • Ensure that all features and options described for Windows are also covered for Linux, or note any platform-specific limitations.
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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates a Windows bias in several ways. The Microsoft SQL Server section exclusively uses Windows-style commands (e.g., .\azacsnap.exe) and references Windows tools and patterns, such as running commands from the Windows shell and using .exe files. There are no Linux equivalents or examples for SQL Server, and the instructions for configuring and testing AzAcSnap with SQL Server are only provided for Windows environments. In contrast, the SAP HANA, Oracle, and IBM Db2 sections provide detailed Linux shell commands and procedures, but the SQL Server section lacks parity for Linux users.
Recommendations
  • Add Linux-specific instructions and examples for configuring AzAcSnap with Microsoft SQL Server, including shell commands and usage patterns for SQL Server on Linux.
  • Provide parity in testing and configuration commands for SQL Server on Linux (e.g., using ./azacsnap instead of .\azacsnap.exe, and referencing Linux paths and environments).
  • Explicitly mention any differences or requirements for SQL Server on Linux, such as package installation, user permissions, and environment setup.
  • Ensure that all database sections (SAP HANA, Oracle, Db2, SQL Server) offer both Windows and Linux examples where applicable, and avoid presenting Windows instructions first or exclusively.
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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Powershell Heavy Missing Linux Example
Summary
The documentation provides both Linux and Windows instructions, but Windows examples and terminology (such as GUI, %PATH%, and Windows-specific commands) are often presented first or with more detail. Windows tools and patterns (e.g., 'where', 'copy', GUI steps) are mentioned explicitly, while Linux equivalents are less emphasized or missing. Some steps, such as user creation and environment variable setup, are more thoroughly described for Windows, and Linux instructions sometimes refer to external documents for critical setup steps.
Recommendations
  • Ensure Linux and Windows instructions are presented in parallel, with equal detail and prominence.
  • Provide Linux shell command equivalents for all Windows command examples (e.g., 'where' vs. 'which' or 'find').
  • Avoid Windows-first ordering; alternate or present both platforms together.
  • Expand Linux examples to include GUI alternatives if Windows GUI steps are described, or clarify if only CLI is supported.
  • Include explicit Linux instructions for all steps currently referencing external documents.
  • Use neutral language and avoid assuming Windows as the default platform.
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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation page demonstrates a Windows bias by providing detailed PowerShell instructions and listing PowerShell access as a primary method for connecting to Azure Government. The PowerShell section is more extensive than the Azure CLI section, and Windows-specific tools (PowerShell, Microsoft Graph PowerShell, Microsoft Entra PowerShell) are highlighted. There are no Linux-specific examples or mentions of Linux-native tools, and the ordering of sections places Windows/PowerShell access before any Linux alternatives.
Recommendations
  • Add explicit Linux examples for connecting to Azure Government, such as using Bash or shell scripts.
  • Include instructions for using Azure CLI on Linux, emphasizing cross-platform compatibility.
  • Mention and provide examples for REST API access using curl or other Linux-native tools.
  • Balance the coverage of PowerShell and CLI by providing equivalent step-by-step instructions for both.
  • Clearly state that Azure CLI and REST API methods work on Linux, macOS, and Windows, and highlight any platform-specific considerations.
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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools Powershell Heavy
Summary
The documentation page demonstrates a Windows bias by exclusively providing instructions and screenshots for Windows-based tools and workflows (MMC, Windows SMB client, Windows File Browser), omitting equivalent Linux guidance for managing SMB volumes. All examples for setting permissions and share management are Windows-centric, with no mention of Linux SMB clients (e.g., smbclient, mount.cifs) or Linux-based permission management. Windows terminology and commands are used without Linux alternatives, and the order of presentation prioritizes Windows tools.
Recommendations
  • Add Linux-specific instructions and examples for mounting and managing SMB volumes, such as using smbclient, mount.cifs, or Nautilus.
  • Include screenshots or command-line examples for Linux environments when setting file and share permissions.
  • Explicitly mention Linux support in relevant sections, and provide parity in step-by-step guides for both platforms.
  • Reference Linux documentation and tools alongside Windows ones, rather than only in separate articles.
  • Where Windows commands (e.g., net view) are mentioned, provide the Linux equivalent (e.g., smbclient -L).
  • Clarify any platform-specific limitations or differences in SMB feature support (e.g., encryption, access-based enumeration) for Linux clients.
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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First
Summary
The documentation provides parallel instructions for Azure Portal, PowerShell, Azure CLI, ARM templates, and Terraform. However, PowerShell is given prominent placement and detailed examples, reflecting a Windows-centric approach. References to PowerShell Cloud Shell and installation instructions for the Azure PowerShell module further reinforce Windows bias. There is no explicit mention of Linux-specific shell environments (e.g., bash), nor are there examples using Linux-native tools or scripting patterns. While Azure CLI is included and is cross-platform, the documentation does not highlight Linux usage or parity, and PowerShell is often listed before CLI, suggesting a Windows-first mindset.
Recommendations
  • Add explicit bash shell examples for Linux users alongside PowerShell, especially for environment setup and scripting.
  • Clarify that Azure CLI commands work natively on Linux/macOS and provide guidance for installing CLI on those platforms.
  • Mention Linux-native tools (e.g., curl, jq) where relevant, and provide sample scripts for common Linux automation scenarios.
  • Balance the order of examples so that Azure CLI (cross-platform) is presented before PowerShell, or alternate their order.
  • Reference Linux Cloud Shell usage and provide links to Linux-specific documentation for Azure resource management.
  • Avoid assuming PowerShell as the default scripting environment; acknowledge and support bash/zsh and other shells.
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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
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 references Windows-specific tools and commands (e.g., the 'Mount' command), and the Windows mounting example is given in detail, while the Linux mounting section is less explicit about troubleshooting or advanced options. The Windows section also refers to mounting via SMB as a preferred alternative, but does not offer similar parity for Linux. Additionally, the Windows mounting instructions require a Linux step first (chmod), which may be confusing for Windows-only administrators.
Recommendations
  • Provide Linux troubleshooting tips and advanced mount options similar to those given for Windows (e.g., handling connection issues, recommended mount flags).
  • Include explicit Linux command-line examples for mounting NFSv3 and NFSv4.1, and clarify differences in support and behavior.
  • Offer parity in SMB mounting instructions for Linux clients, similar to the Windows dual-protocol guidance.
  • Reorder sections so that Linux and Windows instructions are presented in parallel, or clarify why one must precede the other (e.g., why chmod must be run from Linux before Windows can mount).
  • Reference Linux tools/utilities (e.g., nfs-utils, showmount) where appropriate, and provide links to their documentation.
  • Clarify limitations and best practices for both platforms equally, and avoid implying Windows is the default or preferred platform.
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
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Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First
Summary
The documentation page demonstrates a mild Windows bias. REST API automation is linked with PowerShell examples, and the REST API section explicitly references 'REST API using PowerShell for Azure NetApp Files' before any mention of Linux or cross-platform scripting. There are no Linux-specific CLI or scripting examples (e.g., bash, curl, or Python), and PowerShell is the only automation tool mentioned for REST API usage. The Azure CLI section is platform-neutral, but the overall automation guidance leans toward Windows/PowerShell tools.
Recommendations
  • Add Linux/bash/curl examples for REST API usage alongside PowerShell examples.
  • Explicitly mention that Azure CLI is cross-platform and provide sample commands for both Windows and Linux shells.
  • Include references to scripting with Python or other cross-platform languages for REST API automation.
  • Avoid listing PowerShell examples or links before Linux equivalents; present both options together or alternate their order.
  • Clarify that REST API automation can be performed from any OS, not just Windows/PowerShell.
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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: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation page exhibits a strong Windows bias. All operational examples, commands, and monitoring instructions are Windows-centric, using PowerShell cmdlets (e.g., Get-SmbClientNetworkInterface, set-SmbClientConfiguration), Windows tools (Performance Monitor, netstat, Hyper-V), and references to Windows OS versions. There are no Linux-specific SMB client examples, nor are Linux tools or configuration patterns mentioned. The documentation assumes Windows environments for both configuration and performance monitoring, omitting guidance for Linux users.
Recommendations
  • Add equivalent Linux SMB client configuration and performance tuning instructions (e.g., using smbclient, mount.cifs, or relevant kernel parameters).
  • Include Linux command-line examples for monitoring SMB connections and performance (e.g., using netstat, iostat, atop, or smbstatus).
  • Reference Linux SMB client support for SMB Multichannel, Signing, and Encryption, noting any differences or limitations.
  • Provide guidance on enabling and verifying RSS and accelerated networking in Linux environments.
  • Balance Windows and Linux coverage in all sections, ensuring that Linux administrators can follow best practices and monitor performance effectively.
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