Firmware Analysis

10
Total Pages
5
Linux-Friendly Pages
5
Pages with Bias
50.0%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues (6)

https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/firmware-analysis/firmware-analysis-faq.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools
Summary:
The documentation page demonstrates a Windows bias by listing Azure CLI and PowerShell documentation together, but consistently mentioning PowerShell (a Windows-centric tool) alongside or before Linux alternatives. The custom metadata also tracks Azure PowerShell and Azure CLI, but does not mention Bash or other Linux-native shells. There are no Linux-specific command-line examples or references to Linux-native tools, and the overall framing assumes familiarity with PowerShell.
Recommendations:
  • Provide explicit Bash or Linux shell examples and quickstarts alongside PowerShell and Azure CLI.
  • Mention Linux-native tools and workflows where relevant, not just Windows-centric ones.
  • Ensure that Linux and cross-platform instructions are given equal prominence and are not always listed after or secondary to PowerShell.
  • Add metadata and tracking for Bash or Linux shell usage, not just Azure CLI and PowerShell.
  • Clarify that Azure CLI is cross-platform and provide guidance for Linux users on installation and usage.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/firmware-analysis/automate-firmware-analysis-service-principals.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Missing Linux Example
Summary:
The documentation page demonstrates a mild Windows bias by referencing Azure PowerShell as a primary scripting option alongside Azure CLI and Python, but does not provide explicit Linux or Bash examples, nor does it mention Linux-specific tools or workflows. The ordering of scripting options (CLI, PowerShell, Python) may also suggest a Windows-first perspective, and there is no discussion of Linux shell environments or cross-platform considerations.
Recommendations:
  • Include explicit Bash or Linux shell script examples for each step, especially for authentication and automation.
  • Mention that the Azure CLI works cross-platform (Windows, Linux, macOS) and provide guidance for Linux users where appropriate.
  • Add references or quickstarts for Linux-specific workflows, such as using Bash scripts or integrating with Linux automation tools (e.g., cron, systemd).
  • Balance the mention of Azure PowerShell with equivalent Linux-native tools or scripting languages.
  • Clarify that the steps and commands are platform-agnostic unless otherwise noted, and highlight any platform-specific considerations.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/firmware-analysis/firmware-analysis-faq.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools
Summary:
The documentation page shows a Windows bias by prominently featuring Azure PowerShell and CLI documentation and quickstarts, with PowerShell (a Windows-centric tool) mentioned alongside the CLI and before Linux-native tools or workflows. There is no mention of Linux shell examples or Linux-specific instructions, and the focus on PowerShell and Azure CLI (which is often used in Windows environments) suggests a preference for Windows tooling.
Recommendations:
  • Add explicit Linux shell (bash) examples for common tasks, such as uploading and analyzing firmware images.
  • Include quickstart links or sections specifically for Linux users, demonstrating usage in a Linux terminal environment.
  • When listing tools or commands, present cross-platform options together, or list Linux-native options first when the underlying technology (firmware analysis) is Linux-focused.
  • Clarify that Azure CLI is cross-platform and provide Linux installation and usage instructions.
  • Avoid presenting PowerShell as the default or primary automation tool; balance with bash or other Linux-native scripting examples.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/firmware-analysis/quickstart-upload-firmware-using-azure-command-line-interface.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation page demonstrates a Windows bias by exclusively using Windows batch scripting syntax (set, for /f, %var%) in all variable and workflow examples, with no equivalent Bash/Linux examples provided. Windows command patterns are used throughout, and Linux/macOS users are only briefly mentioned in the context of running Azure CLI in Docker, but not in the main command examples.
Recommendations:
  • Provide equivalent Bash/Linux command examples for all workflows, especially for variable assignment and loops (e.g., using export, $(...), and while/read loops).
  • Present both Windows and Linux/macOS command examples side-by-side or in tabs, ensuring parity for all steps.
  • Avoid using only Windows batch scripting in example workflows; include Bash as a first-class citizen.
  • Explicitly mention that the provided examples are for Windows, and direct Linux/macOS users to corresponding Bash examples.
  • Where possible, use cross-platform Azure CLI features that work identically on all OSes, and highlight any OS-specific differences.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/firmware-analysis/quickstart-upload-firmware-using-python.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows First
Summary:
The documentation does not explicitly mention or provide examples for Linux or macOS environments. All command-line instructions (such as checking Python version and using az login) are given in a generic way, but there is no guidance on platform-specific considerations. The lack of Linux-specific notes or examples, especially for common issues like Python environment setup, file permissions, or Azure CLI installation on Linux, may make the documentation feel Windows-centric by omission.
Recommendations:
  • Add explicit notes or examples for Linux and macOS users, such as verifying Python installation (e.g., python3 --version), and using pip3 if needed.
  • Include platform-specific guidance for installing the Azure CLI on Linux and macOS, with links to official installation instructions.
  • Mention any differences in file path conventions or permissions that may affect Linux/macOS users.
  • Provide troubleshooting tips for common issues encountered on Linux, such as missing dependencies or permission errors.
  • Ensure that all command-line examples are cross-platform or provide alternatives for each major OS.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/firmware-analysis/release-notes.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Windows First Missing Linux Example
Summary:
The documentation page demonstrates a Windows bias, particularly in the March 2024 update, where both Azure CLI and PowerShell are mentioned for automation, but no explicit mention or example of Linux shell usage is provided. PowerShell, a Windows-centric tool, is highlighted alongside Azure CLI, but there is no parity in showing Linux command-line workflows or tools. Throughout the document, there are no Linux-specific instructions, examples, or references, and Windows tools are mentioned first or exclusively.
Recommendations:
  • Include explicit Linux shell (bash) examples for firmware analysis automation, alongside or before PowerShell examples.
  • Clarify that Azure CLI is cross-platform and provide sample commands for both Windows (PowerShell/CMD) and Linux (bash/zsh).
  • Where PowerShell is mentioned, also mention equivalent Linux-native tools or workflows, ensuring equal visibility.
  • Add screenshots or instructions demonstrating the workflow on Linux systems, not just Windows/Azure Portal.
  • Review and update documentation to ensure Linux users are equally supported and addressed in all automation and usage scenarios.