116
Total Pages
38
Linux-Friendly Pages
78
Pages with Bias
67.2%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

380 issues found
Showing 376-380 of 380 flagged pages
Security Azure operational security checklist| Microsoft Docs ...rticles/security/fundamentals/operational-checklist.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation exhibits mild Windows bias by referencing Windows-specific technologies (e.g., SMB 3.0) and linking to Windows documentation before mentioning Linux equivalents. While Azure Disk Encryption for Linux is referenced, the link for both Windows and Linux disk encryption points to the Linux page, which may cause confusion. There are no explicit Linux or macOS command-line examples, and Windows tools (such as SMB) are mentioned without Linux alternatives (e.g., NFS).
Recommendations
  • Provide Linux/macOS-specific examples and references alongside Windows ones, especially for storage and encryption topics.
  • Mention Linux file sharing protocols (e.g., NFS) and link to relevant Azure documentation.
  • Ensure links for disk encryption point to the correct OS-specific documentation.
  • Include parity in tool recommendations (e.g., monitoring, file sharing) for Linux environments.
  • Add notes or sections for cross-platform considerations where Windows-specific technologies are referenced.
Security https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/security/fundamentals/infrastructure-sql.md ...n/articles/security/fundamentals/infrastructure-sql.md
Low Priority View Details →
Scanned: 2025-07-13 21:37
Reviewed by: Unknown
Issues: 1 bias type
Detected Bias Types
Missing Linux Example
Summary
The documentation page describes Azure SQL Database security features in a platform-neutral manner, without explicit Windows or PowerShell examples. However, it lacks any mention of Linux-specific tools, commands, or configuration patterns, and does not provide Linux-oriented guidance or parity in examples. The only indirect Windows reference is the mention of 'WinFabric platform' in configuration management, but this is in the context of Azure's internal infrastructure, not customer-facing instructions. The absence of Linux examples or references constitutes a 'missing_linux_example' bias.
Recommendations
  • Add examples or references for configuring firewalls and network ACLs from both Windows and Linux environments (e.g., using iptables, ufw, or Azure CLI on Linux).
  • Include sample commands for connecting to Azure SQL Database from Linux-based tools (e.g., sqlcmd on Linux, Azure Data Studio, or ODBC drivers for Linux).
  • Mention Linux-compatible management tools and clarify that all described security features are accessible and manageable from Linux systems.
  • If referencing internal Azure infrastructure tools (like WinFabric), briefly clarify their relevance or provide Linux analogs if applicable.
Security https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/security/fundamentals/paas-applications-using-storage.md ...curity/fundamentals/paas-applications-using-storage.md
Low Priority View Details →
Scanned: 2025-07-13 21:37
Reviewed by: Unknown
Issues: 1 bias type
Detected Bias Types
Missing Linux Example
Summary
The documentation does not provide any platform-specific examples or commands, but it does mention that Azure Storage is foundational for both Windows and Linux VMs. However, there are no code snippets, CLI commands, or tooling instructions for either Windows (e.g., PowerShell) or Linux (e.g., Bash, CLI), resulting in a lack of practical guidance for Linux users. The only client libraries mentioned for client-side encryption are Java and .NET, which are cross-platform but may be perceived as more common in Windows environments. There are no explicit Windows-only tools or patterns, but the absence of Linux-specific examples or references could be seen as a subtle bias.
Recommendations
  • Add practical examples using Azure CLI commands, which are cross-platform and commonly used on Linux.
  • Include code snippets or walkthroughs for both PowerShell (Windows) and Bash (Linux) where relevant.
  • Mention and link to Python or Node.js client libraries for encryption, which are widely used on Linux.
  • Explicitly state that all features and best practices apply equally to both Windows and Linux environments.
  • Where possible, provide parity in documentation for both Windows and Linux workflows, especially for key management and automation.
Security https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/security/fundamentals/infrastructure-sql.md ...n/articles/security/fundamentals/infrastructure-sql.md
Low Priority View Details →
Scanned: 2025-07-12 23:44
Reviewed by: Unknown
Issues: 1 bias type
Detected Bias Types
Missing Linux Example
Summary
The documentation does not provide any OS-specific examples, commands, or tooling references, but it also does not mention or demonstrate how to configure Azure SQL Database security features from Linux environments. There are no explicit Windows or PowerShell examples, but the absence of Linux-specific guidance or parity (such as CLI, Bash, or Linux firewall configuration) may disadvantage Linux users.
Recommendations
  • Add examples of configuring Azure SQL Database firewall rules using cross-platform tools such as the Azure CLI (az sql ...), which works on Linux, macOS, and Windows.
  • Explicitly mention that firewall and network security configuration can be performed from any OS using REST APIs or Azure CLI, not just through the Azure portal.
  • If discussing firewall configuration, provide sample commands for both Windows (PowerShell) and Linux (Bash/Azure CLI) environments.
  • Reference Linux-native tools or patterns (e.g., iptables, ufw) when discussing customer-managed firewalls, to ensure Linux administrators are equally supported.
  • Clarify that all management operations described are OS-agnostic unless otherwise noted.
Security https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/security/fundamentals/paas-applications-using-storage.md ...curity/fundamentals/paas-applications-using-storage.md
Low Priority View Details →
Scanned: 2025-07-12 23:44
Reviewed by: Unknown
Issues: 1 bias type
Detected Bias Types
Missing Linux Example
Summary
The documentation does not provide any OS-specific examples or instructions, but it does mention that Azure Storage is foundational for both Windows and Linux VMs. However, throughout the article, there are no code samples, command-line instructions, or tooling references for either Windows or Linux. This results in a lack of practical parity, especially for Linux users who may expect examples using Linux tools or command-line interfaces.
Recommendations
  • Add practical examples for both Windows (e.g., PowerShell, Azure CLI on Windows) and Linux (e.g., Bash, Azure CLI on Linux) when demonstrating how to implement the best practices.
  • Include sample commands for managing storage keys, SAS tokens, and encryption using both Windows and Linux environments.
  • Reference cross-platform tools (such as Azure CLI and REST APIs) explicitly, and provide usage examples for both operating systems.
  • If mentioning client libraries (e.g., .NET, Java), also mention and provide examples for languages commonly used on Linux (e.g., Python, Node.js).
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