688
Total Pages
395
Linux-Friendly Pages
293
Pages with Bias
42.6%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

1657 issues found
Showing 676-700 of 1657 flagged pages
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-server-registration.md ...les/storage/file-sync/file-sync-server-registration.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools Powershell Heavy
Summary
The documentation is heavily biased towards Windows environments. All instructions, examples, and tooling references are specific to Windows Server, including registry edits, file paths, and UI screenshots. PowerShell is the only CLI example provided, and there is no mention of Linux or cross-platform alternatives. Windows-specific tools and patterns (Server Manager, Microsoft Update, WinHTTP, Windows Failover Cluster, Windows Server storage QoS) are referenced exclusively, with no Linux equivalents or guidance.
Recommendations
  • Clearly state Azure File Sync is only supported on Windows Server, if that is the case. If Linux support is possible or planned, provide equivalent instructions and examples for Linux environments.
  • If PowerShell is the only supported CLI, clarify this early in the documentation. If Azure CLI or REST API alternatives exist, provide examples for those.
  • Where possible, mention cross-platform Azure management tools (e.g., Azure CLI, portal, REST API) and provide parity in examples.
  • For proxy configuration, provide guidance for Linux-based proxies or clarify that the instructions are Windows-only.
  • If storage QoS or network throttling is possible on Linux hosts, include equivalent instructions or reference relevant documentation.
  • Add a section explicitly addressing platform support and limitations to set expectations for non-Windows users.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-modify-sync-topology.md ...es/storage/file-sync/file-sync-modify-sync-topology.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation implicitly assumes a Windows environment by referencing Windows-specific concepts (such as drive letters like D:), linking to Windows-only articles, and omitting any mention of Linux or cross-platform scenarios. There are no examples, guidance, or notes for Linux-based Azure File Sync agents or file system paths, and all operational instructions use Windows terminology.
Recommendations
  • Add explicit guidance for Linux-based Azure File Sync agents, if supported, or clarify platform limitations.
  • Include examples using Linux file system paths (e.g., /mnt/data) alongside Windows paths (e.g., D:\data).
  • When referencing drive letters or Windows-specific tools, provide equivalent Linux instructions or note if not applicable.
  • Link to both Windows and Linux documentation for related tasks, or state if a feature is Windows-only.
  • Review all operational steps and UI references to ensure they are either cross-platform or clearly marked as Windows-specific.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/elastic-san/elastic-san-encryption-manage-customer-keys.md ...tic-san/elastic-san-encryption-manage-customer-keys.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation provides command-line examples exclusively for Azure PowerShell and Azure CLI, with PowerShell examples presented first in each section. There are no Linux-specific shell examples (e.g., Bash scripts), nor any mention of Linux-native tools or patterns. The use of PowerShell as a primary example may implicitly favor Windows users, while Azure CLI is cross-platform but is presented as a secondary option.
Recommendations
  • Provide Bash shell examples alongside PowerShell and Azure CLI, especially for tasks involving scripting and automation.
  • Alternate the order of examples, sometimes presenting Azure CLI first to avoid implicit prioritization of Windows/PowerShell.
  • Explicitly mention that Azure CLI commands are cross-platform and can be run on Linux, macOS, and Windows.
  • Where relevant, include notes or links about using these commands in Linux environments, such as installing Azure CLI on Linux or using Bash scripts.
  • If PowerShell is required for certain operations, clarify its availability on Linux and macOS, and provide installation instructions.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-agent-silent-installation.md ...orage/file-sync/file-sync-agent-silent-installation.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation exclusively describes silent installation of the Azure File Sync agent using Windows-specific tools (msiexec) and patterns, with all examples and parameters tailored for Windows environments. There are no Linux equivalents, examples, or mentions, and the agent appears to be positioned as a Windows-only solution.
Recommendations
  • Clarify in the introduction if Azure File Sync agent is Windows-only, or provide Linux installation instructions/examples if supported.
  • If a Linux version exists, include equivalent silent installation commands (e.g., using dpkg, rpm, or shell scripts) and configuration file formats.
  • Explicitly mention platform limitations and alternatives for Linux users.
  • Ensure parity in documentation structure and detail for all supported platforms.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-resource-move.md .../articles/storage/file-sync/file-sync-resource-move.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates a Windows bias primarily through the use of PowerShell as the only CLI example for resource management (e.g., assigning managed identities), and references to Windows-centric tools and patterns. There are no equivalent examples or instructions for Linux users (such as Azure CLI or Bash), nor is there mention of Linux-based management approaches for Azure File Sync operations.
Recommendations
  • Provide equivalent Azure CLI (az) commands for all PowerShell examples, especially for resource management and managed identity assignment.
  • Include Bash script examples or instructions for Linux users where applicable.
  • Explicitly mention cross-platform compatibility for all management tasks, clarifying which steps can be performed from Linux, Mac, or Windows.
  • Add a section or callout for Linux administrators, outlining any differences or considerations when managing Azure File Sync resources.
  • Ensure screenshots and portal instructions do not assume a Windows environment (e.g., avoid references to Windows-specific UI elements unless necessary).
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-server-recovery.md ...rticles/storage/file-sync/file-sync-server-recovery.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools
Summary
The documentation is heavily Windows-centric: it assumes recovery is performed on Windows Server or Azure VM (implicitly Windows), references only Windows-specific tools (Azure File Sync agent, Robocopy), and does not mention or provide guidance for Linux environments. There are no Linux examples, nor are Linux-compatible tools or procedures discussed.
Recommendations
  • Explicitly state platform requirements and clarify if Azure File Sync is Windows-only, or provide Linux alternatives if available.
  • If Linux is supported, include equivalent instructions and examples for Linux environments, such as using rsync instead of Robocopy.
  • Mention Linux-compatible Azure VM images and recovery procedures if applicable.
  • If Azure File Sync cannot be used on Linux, suggest alternative Azure file recovery solutions for Linux users.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-firewall-and-proxy.md ...cles/storage/file-sync/file-sync-firewall-and-proxy.md
High Priority View Details →
Scanned: 2026-01-08 00:53
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 focused on Windows Server environments, with all configuration steps, examples, and tooling (PowerShell cmdlets, netsh, .NET machine.config edits) being specific to Windows. There are no Linux equivalents or cross-platform guidance, and all instructions assume the use of Windows-native tools and patterns.
Recommendations
  • Explicitly state Azure File Sync agent is Windows-only early in the document, if true, or clarify Linux support status.
  • If Linux support exists or is planned, provide equivalent Linux configuration steps (e.g., proxy/firewall setup using iptables, ufw, curl, wget, environment variables, etc.).
  • Offer cross-platform network connectivity test instructions (e.g., using curl, telnet, or other Linux tools).
  • Reference Linux firewall and proxy configuration documentation where relevant.
  • If PowerShell is required, mention PowerShell Core and its cross-platform capabilities, or alternatives for Linux.
  • Provide a table or section comparing Windows and Linux setup steps for parity.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/elastic-san/elastic-san-best-practices.md ...cles/storage/elastic-san/elastic-san-best-practices.md
High Priority View Details →
Scanned: 2026-01-08 00:53
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 moderate Windows bias. Windows examples, tools, and instructions are often presented before their Linux equivalents, with explicit references to Windows-specific tools (PowerShell, Registry Editor, iSCSI Initiator app) and screenshots. Azure PowerShell is mentioned before Azure CLI for enabling Accelerated Networking. Some sections, such as MPIO and iSCSI configuration, provide more detailed step-by-step instructions and screenshots for Windows than for Linux. Windows-specific limitations (e.g., session limits) are discussed, while Linux equivalents are not. There is also a heavier reliance on Windows command-line tools and graphical interfaces, whereas Linux instructions are more generic and lack parity in visual aids and troubleshooting notes.
Recommendations
  • Present Windows and Linux instructions in parallel, ensuring equal detail and prominence for both platforms.
  • Where Azure PowerShell is mentioned, also provide Azure CLI examples first or side-by-side.
  • Include Linux-specific troubleshooting notes, limitations, and best practices (e.g., session limits, common issues).
  • Add screenshots for Linux configuration steps, matching those provided for Windows.
  • Reference Linux tools (e.g., iscsiadm, multipath-tools) as prominently as Windows tools.
  • Avoid Windows-first ordering; alternate or group instructions by platform.
  • Ensure all configuration steps and recommendations are equally detailed for Linux, including GUI options if available.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-how-to-manage-tiered-files.md ...rage/file-sync/file-sync-how-to-manage-tiered-files.md
High Priority View Details →
Scanned: 2026-01-08 00:53
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. All examples, instructions, and tooling references are specific to Windows Server, PowerShell, Windows registry, and Windows utilities (fsutil, reg, net). There is no mention of Linux support, nor are any Linux equivalents or cross-platform alternatives provided. The documentation assumes the reader is using Windows Server and does not address scenarios for Linux or other operating systems.
Recommendations
  • Explicitly state platform requirements and limitations at the beginning of the document (e.g., 'Azure File Sync is only supported on Windows Server').
  • If Linux support is available or planned, provide equivalent Linux instructions, tools, and examples (e.g., using Linux file attribute commands, systemd/service management, etc.).
  • Where possible, mention cross-platform alternatives or clarify that certain features (such as registry settings or PowerShell cmdlets) are Windows-only.
  • Add a section addressing Linux users, including guidance on what is or isn't supported, and alternatives for managing Azure Files on Linux.
  • Ensure that examples and screenshots are balanced or clearly marked as Windows-specific.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-choose-cloud-tiering-policies.md ...e/file-sync/file-sync-choose-cloud-tiering-policies.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation is heavily Windows-centric, referencing only Windows Server, NTFS, and Windows-specific tools (FSRM, fsutil, Robocopy) throughout. There are no Linux equivalents or examples, and all instructions and technical details assume a Windows environment. The guidance, terminology, and operational procedures are tailored exclusively to Windows users, with no mention of Linux compatibility or alternative workflows.
Recommendations
  • Clarify whether Azure File Sync and cloud tiering are supported on Linux or non-Windows platforms. If not, state this explicitly at the beginning.
  • If Linux support exists or is planned, provide equivalent instructions for Linux environments, including how to check cluster size, file system compatibility, and quota management.
  • Include examples using Linux file systems (e.g., ext4, XFS) and Linux commands (e.g., 'lsblk', 'df', 'stat') where relevant.
  • Mention Linux migration tools or procedures analogous to Robocopy and FSRM, if applicable.
  • Ensure that operational recommendations and limitations are presented for both Windows and Linux platforms, or clearly indicate platform-specific sections.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-networking-overview.md ...les/storage/file-sync/file-sync-networking-overview.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example 🔧 Windows Tools
Summary
The documentation page demonstrates a strong Windows bias. It exclusively discusses connecting Windows file servers to Azure File Sync, with no mention of Linux servers or cross-platform scenarios. All configuration examples and tooling references (e.g., PowerShell cmdlets like Set-StorageSyncProxyConfiguration and Resolve-DnsName) are Windows-centric. There are no Linux or cross-platform command examples, and the use of Windows terminology and tools is pervasive throughout the page.
Recommendations
  • Explicitly state Azure File Sync's platform support and limitations (e.g., if Linux is unsupported, clarify early).
  • Where possible, provide equivalent Linux commands (e.g., use 'dig' or 'nslookup' for DNS resolution) alongside PowerShell examples.
  • Mention Linux networking and firewall configuration patterns, even if only to clarify that Azure File Sync is Windows-only.
  • If Azure File Sync is Windows-only, add links or references to Azure Files documentation for Linux clients, and clarify alternative solutions for Linux environments.
  • Avoid using Windows terminology and tools exclusively; provide cross-platform context or alternatives where relevant.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/files/authorize-oauth-rest.md ...ob/main/articles/storage/files/authorize-oauth-rest.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by prioritizing Windows-centric tools and workflows, such as PowerShell and Az.Storage, and providing detailed PowerShell examples before CLI equivalents. There is a lack of explicit Linux or cross-platform examples (e.g., Bash, curl, REST calls), and Windows tools are referenced as primary means of access and management. The documentation does not mention Linux-specific patterns, nor does it address parity for Linux users in terms of authentication or file operations.
Recommendations
  • Add explicit Linux/Bash examples for REST API calls using curl or similar tools to demonstrate OAuth authentication and file operations.
  • Include cross-platform code samples (e.g., Python, JavaScript) that work on both Windows and Linux, especially for command-line access.
  • Mention and provide examples for Linux-native tools (e.g., AzCopy, Storage Explorer) and clarify their usage on Linux systems.
  • Ensure CLI examples are presented before or alongside PowerShell examples, with clear instructions for Linux environments.
  • Add a section addressing Linux-specific considerations, such as file permissions, authentication workflows, and troubleshooting tips for Linux users.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-cloud-tiering-policy.md ...es/storage/file-sync/file-sync-cloud-tiering-policy.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by referencing the Windows-specific PowerShell cmdlet `Invoke-StorageSyncFileRecall` as the only example of interacting with Azure File Sync cloud tiering. There are no examples or mentions of Linux tools, commands, or workflows, and the documentation implicitly assumes the server endpoint is a Windows machine. No Linux parity or cross-platform guidance is provided.
Recommendations
  • Include examples or guidance for managing Azure File Sync cloud tiering from Linux endpoints, if supported.
  • Clarify platform requirements and limitations (e.g., if Azure File Sync is Windows-only, state this explicitly).
  • If Linux is not supported, provide alternative solutions or references for Linux users seeking similar functionality.
  • Avoid referencing Windows-specific tools (like PowerShell cmdlets) without noting platform exclusivity or providing cross-platform alternatives.
  • Add a section comparing platform support and management options for Azure File Sync cloud tiering.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-replace-drive.md .../articles/storage/file-sync/file-sync-replace-drive.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Missing Linux Example Windows First
Summary
The documentation is heavily biased towards Windows environments. All examples use Windows-specific tools (Robocopy), and instructions reference Windows-only services (Storage Sync Agent Service) and concepts (drive letters, SMB access via Windows). There are no Linux equivalents or examples, and the workflow assumes a Windows Server context throughout.
Recommendations
  • Add equivalent instructions for Linux servers, including supported Azure File Sync scenarios for Linux (if available).
  • Provide Linux-based file copy commands (such as rsync or cp) alongside Robocopy examples.
  • Clarify whether Azure File Sync is supported on Linux, and if not, explicitly state this limitation.
  • If SMB access is relevant for Linux, include steps for managing SMB shares on Linux (e.g., using Samba).
  • Avoid assuming drive letters; use mount points or device paths in examples where appropriate for Linux.
  • Present instructions for both platforms in parallel, or clearly indicate platform-specific steps.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/elastic-san/elastic-san-configure-service-endpoints.md ...elastic-san/elastic-san-configure-service-endpoints.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation demonstrates a moderate Windows bias. PowerShell examples are presented before Azure CLI in every code sample section, and PowerShell is referenced in prerequisites and notes as a primary tool. The use of PowerShell and Windows-centric terminology (e.g., 'Azure PowerShell module') is prevalent, while Linux-specific shell examples (such as Bash) are not provided. Although Azure CLI is cross-platform, the CLI examples use variable syntax ($var) that is more familiar to Windows/PowerShell users than to Linux/Bash users. No Linux-specific tools or patterns are mentioned, and there are no explicit Bash or Linux shell script examples.
Recommendations
  • Provide Bash/Linux shell script examples alongside PowerShell and Azure CLI, using Linux-style variable syntax (e.g., RgName="value") and export statements.
  • Clarify that Azure CLI commands can be run on Linux, macOS, and Windows, and show examples for each platform where syntax differs.
  • Avoid presenting PowerShell examples before CLI or Bash examples; alternate the order or present all options equally.
  • Explicitly mention Linux as a supported platform in prerequisites and instructions, and link to Linux-specific installation guides.
  • Where variable assignment is shown, use syntax appropriate for each platform (e.g., $var for PowerShell, var=value for Bash).
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/elastic-san/elastic-san-troubleshoot.md ...ticles/storage/elastic-san/elastic-san-troubleshoot.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation page demonstrates a mild Windows bias. Windows-specific tools and scripts (PowerShell, iscsicli, mpclaim) are mentioned first or exclusively in several troubleshooting steps, and Windows session limits are described in detail. Linux equivalents are provided, but often after Windows instructions or with less detail. Windows scripts and portal instructions are referenced before Linux alternatives in some cases.
Recommendations
  • Ensure Linux commands and tools are presented alongside or before Windows equivalents, especially in troubleshooting steps.
  • Provide equal detail for Linux troubleshooting, including session limits and configuration steps.
  • Avoid referencing Windows scripts or tools first; alternate the order or present both platforms together.
  • Expand Linux-specific guidance, such as providing more context for Linux session limits and configuration file locations.
  • Where possible, use platform-neutral language and structure (e.g., 'On Windows, do X; on Linux, do Y') rather than Windows-first phrasing.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-networking-endpoints.md ...es/storage/file-sync/file-sync-networking-endpoints.md
High Priority View Details →
Scanned: 2026-01-08 00:53
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 Windows bias in several ways. Azure File Sync is described as working with 'registered servers, which are Windows file servers', with no mention of Linux support or alternatives. PowerShell is heavily used for examples and management tasks, and is often presented before Azure CLI. Some test outputs and instructions are shown specifically for Windows (e.g., nslookup output), and there are no Linux-specific examples or references to Linux file servers. Additionally, certain features (such as disabling the Storage Sync Service public endpoint) are only supported via PowerShell, with Azure CLI explicitly noted as unsupported, and no Linux-native alternatives are offered.
Recommendations
  • Explicitly state platform limitations (e.g., Azure File Sync only supports Windows file servers) at the start of the documentation.
  • Where possible, provide parity between PowerShell and Azure CLI instructions, and ensure CLI examples are fully functional on Linux/macOS.
  • Include Linux/macOS-specific instructions and outputs (e.g., sample nslookup output from a Linux terminal).
  • If features are Windows-only, clarify this in the documentation and suggest alternatives or workarounds for Linux users.
  • Consider referencing cross-platform tools (such as REST API or SDKs) for management tasks that are currently PowerShell-only.
  • Add a section or note about Azure Files usage from Linux systems, if relevant, and clarify the scope of Azure File Sync support.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-share-to-share-migration.md ...torage/file-sync/file-sync-share-to-share-migration.md
High Priority View Details →
Scanned: 2026-01-08 00:53
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 strong Windows bias. All migration steps and examples are written for Windows environments, referencing Windows Server, PowerShell cmdlets, and Windows-native tools like Robocopy. There are no instructions or examples for Linux clients, Linux-based VMs, or cross-platform tools. Windows terminology and patterns (such as drive letters and share-level permissions) are used exclusively, and Windows migration tools (Storage Migration Service, Robocopy) are mentioned without Linux equivalents.
Recommendations
  • Provide equivalent instructions and examples for Linux environments, including how to mount Azure file shares on Linux and perform migrations using Linux tools (e.g., rsync, cp, Azure CLI).
  • Include cross-platform migration strategies, such as using azcopy or Azure CLI for file transfers between shares.
  • Mention Linux-compatible alternatives to Robocopy and Storage Migration Service, or clarify their limitations on non-Windows platforms.
  • Add guidance for Linux-based Azure VMs, including recommended VM sizes and disk configurations.
  • Use neutral terminology (e.g., 'mount point' instead of drive letter) and clarify steps that are OS-specific.
  • Explicitly state OS requirements or limitations for Azure File Sync and migration scenarios.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/files/files-managed-identities.md ...ain/articles/storage/files/files-managed-identities.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation page exhibits a Windows bias in several ways: PowerShell is used exclusively for all initial setup and configuration steps, with no Bash/Azure CLI equivalents provided for Linux users. Windows tools and modules (e.g., AzFilesSmbMIClient, PowerShell modules) are described in greater detail and appear first in most sections. The documentation often leads with Windows instructions and examples, and Linux steps are sometimes less detailed or lack parity (e.g., no Azure CLI commands for storage account setup). There is also a lack of troubleshooting depth and developer integration examples for Linux compared to Windows.
Recommendations
  • Provide Azure CLI and Bash examples alongside PowerShell for all resource creation and configuration steps, especially for storage account and file share setup.
  • Ensure that Linux instructions are given equal prominence and detail, including troubleshooting steps and developer integration examples.
  • Add Linux-first or side-by-side tabbed examples for all major steps, not just for mounting and authentication.
  • Include information about Linux equivalents for all Windows-specific tools, such as azfilesauth vs AzFilesSmbMIClient, and clarify any feature gaps.
  • Where Windows-only features exist (e.g., system assigned managed identity on VMs), clearly state limitations and offer Linux alternatives or workarounds.
  • Expand developer guidance for Linux, including sample code, API usage, and integration patterns matching the detail given for Windows.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/files/glusterfs-migration-guide.md ...in/articles/storage/files/glusterfs-migration-guide.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First 🔧 Windows Tools Powershell Heavy Missing Linux Example
Summary
The documentation consistently presents Windows tools, examples, and instructions before their Linux equivalents, even though GlusterFS is primarily a Linux technology. Windows-specific tools (Robocopy) are highlighted and detailed, with PowerShell/Command Prompt syntax shown, while Linux migration tools (rsync, fpsync) are mentioned but with less emphasis and detail. Troubleshooting and verification steps also prioritize Windows commands. The overall structure and language reinforce a Windows-centric approach, potentially making Linux users feel secondary.
Recommendations
  • Present Linux migration steps and tools before Windows, given GlusterFS's Linux origins and user base.
  • Expand Linux tool coverage: Provide equal detail for rsync and fpsync usage, including advanced options and parallelization strategies.
  • Include Linux-first troubleshooting and verification commands, such as more comprehensive examples with find, du, stat, and permission checks.
  • Avoid recommending Windows Subsystem for Linux (WSL) as the primary NFS solution for Windows; clarify that NFS is natively supported on Linux and provide alternatives for Windows users.
  • Balance references and links: Ensure Linux documentation links are as prominent and detailed as Windows ones.
  • Use neutral language and structure: Alternate the order of Windows and Linux sections, or group instructions by migration scenario rather than OS.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/file-sync/file-sync-server-endpoint-create.md .../storage/file-sync/file-sync-server-endpoint-create.md
High Priority View Details →
Scanned: 2026-01-08 00:53
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 Windows bias by exclusively referencing Windows-specific concepts, tools, and patterns. All examples and instructions assume the use of Windows servers, with references to drive letters (e.g., F:\sync1), PowerShell cmdlets (Invoke-StorageSyncFileRecall), and RoboCopy. There are no examples, instructions, or notes for deploying Azure File Sync endpoints on Linux servers, nor any mention of Linux-compatible tools or workflows.
Recommendations
  • Explicitly state platform requirements and clarify if Azure File Sync is Windows-only, or provide guidance for Linux environments if supported.
  • Add Linux-specific examples or instructions, such as using Linux file paths, shell commands, or alternative tools for file synchronization and migration.
  • If PowerShell is required, mention cross-platform PowerShell Core and provide equivalent bash or shell script examples for Linux users.
  • Avoid referencing Windows tools (like RoboCopy) without offering Linux alternatives (such as rsync) where applicable.
  • Include a section or note on platform compatibility, highlighting any limitations or differences for Linux deployments.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/files/storage-files-migration-nas-hybrid.md ...es/storage/files/storage-files-migration-nas-hybrid.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Missing Linux Example 🔧 Windows Tools Powershell Heavy
Summary
The documentation page exhibits a strong Windows bias. It exclusively describes migration from NAS to Windows Server, with all steps, examples, and tooling (RoboCopy, Azure File Sync agent) focused on Windows environments. There are no Linux or cross-platform migration examples, nor are Linux-compatible tools or procedures mentioned. The migration route requires a Windows Server as an intermediary, and all troubleshooting and configuration guidance assumes Windows. Linux alternatives (e.g., using rsync, NFS shares, or Azure CLI on Linux) are not discussed, and the only supported file share protocol is SMB, with NFS explicitly marked as unsupported.
Recommendations
  • Add guidance for migrating NAS shares directly to Azure file shares without requiring Windows Server, where possible.
  • Include Linux-based migration examples, such as using rsync, Azure CLI, or other cross-platform tools.
  • Mention Linux-compatible tools and procedures for copying data from NAS to Azure, especially for environments where Windows Server is not available.
  • Clarify whether Azure File Sync or similar functionality is available for Linux clients, or provide alternative hybrid cloud solutions for Linux/NFS environments.
  • Provide troubleshooting steps and best practices for Linux-based migrations, including permissions and metadata handling.
  • If Windows Server is a strict requirement, state this clearly at the beginning and link to Linux/NFS migration guides or alternatives.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/files/modify-file-share.md .../blob/main/articles/storage/files/modify-file-share.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First
Summary
The documentation consistently provides Azure PowerShell examples alongside Azure CLI and portal instructions, with PowerShell (a Windows-centric tool) given equal or sometimes more detailed coverage. The use of PowerShell is pervasive, and there are no Linux-specific shell or scripting examples (e.g., Bash, Zsh, or Linux-native tools). The CLI examples are generic and do not highlight Linux-specific usage or considerations. The documentation does not mention or address platform-specific differences, nor does it provide guidance for Linux users beyond the CLI, resulting in a subtle Windows bias.
Recommendations
  • Add explicit Linux shell examples (e.g., Bash, Zsh) for Azure CLI commands, including environment variable usage and scripting patterns common in Linux.
  • Include notes or sections highlighting platform-specific differences, such as authentication, file path conventions, or installation steps for CLI tools on Linux.
  • Consider providing examples using Linux-native automation tools (e.g., shell scripts, cron jobs) for common tasks.
  • Clarify that PowerShell is available cross-platform, but also provide alternatives for users who prefer native Linux shells.
  • Review the ordering of examples to avoid always listing PowerShell first, and ensure parity in detail and troubleshooting guidance for CLI/Linux users.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/files/files-manage-namespaces.md ...main/articles/storage/files/files-manage-namespaces.md
High Priority View Details →
Scanned: 2026-01-08 00:53
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: all examples, instructions, and tooling references are for Windows Server, Windows DNS, and PowerShell. There is no mention of Linux equivalents, nor any guidance for non-Windows environments. DFS Namespaces is presented as a Windows Server feature, and all management steps use Windows-specific tools (Server Manager, DFS Management console, PowerShell, Windows DNS). No Linux or cross-platform alternatives are discussed, and the documentation assumes a Windows AD domain and Windows infrastructure throughout.
Recommendations
  • Explicitly state that DFS Namespaces is a Windows Server feature and clarify Linux support status.
  • If possible, mention any cross-platform alternatives for namespace virtualization or SMB namespace management on Linux.
  • Provide guidance for Linux clients accessing DFS-N namespaces, including any limitations or configuration steps.
  • Discuss how Linux-based SMB servers (e.g., Samba) interact with DFS-N, or note if unsupported.
  • Add a section comparing DFS-N with Linux-native solutions (e.g., autofs, NFS referrals, or Samba DFS support).
  • Include a note for Linux administrators about interoperability, and link to relevant documentation if available.
Storage https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/storage/files/files-redundancy.md ...s/blob/main/articles/storage/files/files-redundancy.md
High Priority View Details →
Scanned: 2026-01-08 00:53
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 in several ways. PowerShell examples are provided before Azure CLI, and the scripting section is more detailed for PowerShell. Windows-specific tools and patterns, such as Azure File Sync with Windows file servers, are mentioned as primary solutions for geo-redundancy for SSD file shares. There is little mention of Linux-specific tools or workflows, and the examples and guidance tend to assume a Windows-centric environment.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples to avoid prioritizing Windows tooling.
  • Include Linux-specific guidance for Azure File Sync scenarios, such as using NFS shares or Linux-based file servers for disaster recovery.
  • Mention cross-platform tools (e.g., AzCopy, rsync) and provide example scripts for both Windows and Linux environments.
  • Clarify that Azure Files supports both SMB (Windows) and NFS (Linux/UNIX) and provide parity in documentation for both protocols.
  • Add troubleshooting and operational guidance for Linux clients, including mounting, failover, and sync scenarios.