IoT Hub Device Update

55
Total Pages
45
Linux-Friendly Pages
10
Pages with Bias
18.2%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

56 issues found
Showing 1-25 of 56 flagged pages
IoT Hub Device Update Prepare an update to import into Azure Device Update for IoT Hub | Microsoft Docs ...b/main/articles/iot-hub-device-update/create-update.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page demonstrates mild Windows bias. While the Azure CLI is presented as the primary tool (which is cross-platform), there are several indications of Windows-first thinking: PowerShell-specific instructions are given equal or greater prominence than Bash, with tips for PowerShell users appearing before or alongside Bash guidance. There are no explicit Linux shell examples, and escaping/line continuation advice is focused on PowerShell. No Linux-specific tools or patterns are mentioned, and the examples do not show Linux file paths or shell commands outside Azure CLI.
Recommendations
  • Add explicit Linux shell examples (e.g., Bash, zsh) for command-line usage, including file path conventions and escaping.
  • Provide tips for both Bash and PowerShell users, ensuring Bash/Linux guidance is not secondary.
  • Include examples of update files and handler properties using Linux file paths and conventions.
  • Mention Linux-native tools (such as jq for JSON editing) where relevant.
  • Clarify that Azure CLI is cross-platform and provide parity in troubleshooting tips for both Windows and Linux environments.
GitHub Create Pull Request
IoT Hub Device Update Import an update to Azure Device Update for IoT Hub ...b/main/articles/iot-hub-device-update/import-update.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First
Summary
The documentation page displays mild Windows bias in several ways: PowerShell modules are highlighted as sample code for programmatic import, and PowerShell is mentioned as a primary method for scripting (with only a brief note that it works on Linux/macOS). Windows-centric tools (PowerShell, Storage Explorer) are listed before cross-platform or Linux-native alternatives. The tip about CLI line continuation syntax is helpful, but the overall emphasis and ordering favor Windows tools and patterns.
Recommendations
  • Provide explicit Linux shell script examples for programmatic import, such as using Bash with curl or Python.
  • Mention Linux-native tools (e.g., rclone, s3cmd) for uploading blobs alongside AzCopy and Storage Explorer.
  • List cross-platform methods first, or in parallel, rather than giving Windows tools priority.
  • Expand the PowerShell section to clarify parity with Bash and other shells, and add equivalent Linux/macOS instructions.
  • Add troubleshooting and usage notes for Linux environments, such as file path formats and permissions.
  • Ensure screenshots and UI references are not Windows-specific, or provide Linux/macOS equivalents where relevant.
GitHub Create Pull Request
IoT Hub Device Update Azure role-based access control (RBAC) and Azure Device Update for IoT Hub .../iot-hub-device-update/device-update-control-access.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example Windows First
Summary
The documentation page demonstrates a bias towards Windows environments, particularly in its examples for requesting authorization tokens. PowerShell/MSAL.PS is featured extensively, with no equivalent Linux or cross-platform scripting examples (such as Bash/cURL or Python). The Azure CLI example is present, but PowerShell is given more detailed coverage. There is no mention of Linux-specific tools or workflows, and the documentation does not provide parity for users on non-Windows platforms.
Recommendations
  • Add Linux-friendly examples for requesting authorization tokens, such as using Bash with curl or Python scripts.
  • Provide parity in example coverage: if PowerShell is shown, also show Bash/cURL and/or Python equivalents.
  • Explicitly mention cross-platform tools and clarify which examples work on Linux/macOS as well as Windows.
  • Where possible, use Azure CLI as the primary example, since it is cross-platform, and supplement with platform-specific alternatives.
  • Review documentation for other areas where Windows-centric tools or workflows are assumed, and add Linux/macOS alternatives.
GitHub Create Pull Request
IoT Hub Device Update Device Update for Azure IoT Hub log collection | Microsoft Docs .../iot-hub-device-update/device-update-log-collection.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page exhibits mild Windows bias. While Azure CLI examples are provided and Bash is mentioned, there is a clear tendency to reference PowerShell and Windows-specific patterns first or exclusively. For example, line continuation syntax is explained for PowerShell, but not for other shells. The supported browsers list starts with Microsoft Edge. There are no explicit Linux tool or shell examples beyond Bash, and no mention of Linux-specific troubleshooting or file handling. The documentation does not provide parity for Linux users in terms of examples, troubleshooting, or tool recommendations.
Recommendations
  • Provide explicit Linux shell (e.g., Bash, Zsh) examples alongside PowerShell, including line continuation and environment setup.
  • List browsers in alphabetical or usage-neutral order, or explicitly mention Linux compatibility.
  • Add troubleshooting steps for common Linux issues (e.g., permissions, file paths, CLI installation).
  • Include references to Linux-native tools for viewing or manipulating logs (e.g., cat, tail, grep) in the log viewing/export section.
  • Clarify that the Azure CLI and Cloud Shell are cross-platform, and provide links or instructions for Linux installations.
  • Avoid Windows-first phrasing and ensure all examples and tips are equally applicable to Linux environments.
GitHub Create Pull Request
IoT Hub Device Update Monitoring Device Update for IoT Hub ...iot-hub-device-update/monitor-device-update-iot-hub.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page references PowerShell and the Azure portal as primary methods for creating diagnostic settings and managing logs, with no explicit mention of Linux-specific tools or examples (such as Bash, Azure CLI on Linux, or cross-platform scripting). The order of presentation and tool references suggest a Windows-first perspective, and there are no Linux command-line examples or guidance for Linux users.
Recommendations
  • Add explicit Azure CLI examples for creating diagnostic settings and managing logs, demonstrating usage on Linux/macOS.
  • Include references to Bash scripts or cross-platform automation approaches alongside PowerShell.
  • Clarify that Azure CLI is available and supported on Linux, macOS, and Windows, and provide links to relevant installation and usage guides.
  • Ensure that instructions do not assume use of Windows-only tools or interfaces, and mention alternatives where appropriate.
GitHub Create Pull Request
IoT Hub Device Update Azure role-based access control (RBAC) and Azure Device Update for IoT Hub .../iot-hub-device-update/device-update-control-access.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example Windows First
Summary
The documentation page provides detailed PowerShell examples for authentication using the MSAL.PS module, which is Windows-centric, and does not offer equivalent Linux or cross-platform command-line examples (e.g., Bash, curl, Python). The Azure CLI example is present, but PowerShell is given more coverage and detail. There is no mention of Linux-native tools or workflows for obtaining tokens, and the order of examples puts PowerShell before any Linux alternatives.
Recommendations
  • Add Linux/Bash examples for requesting authorization tokens, such as using curl or Python with MSAL.
  • Include cross-platform authentication workflows, not just PowerShell/MSAL.PS.
  • Balance example coverage by providing equivalent detail for Azure CLI and other non-Windows tools.
  • Explicitly mention that Azure CLI works on Linux, macOS, and Windows.
  • Consider reordering examples so that cross-platform tools (Azure CLI, REST/curl) appear before Windows-specific tools like PowerShell.
GitHub Create Pull Request
IoT Hub Device Update Import an update to Azure Device Update for IoT Hub ...b/main/articles/iot-hub-device-update/import-update.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First
Summary
The documentation page demonstrates some Windows bias, primarily through the inclusion of PowerShell modules as a sample for programmatic import, and by mentioning PowerShell-specific syntax for CLI commands. Windows tools (PowerShell, AzCopy, Storage Explorer) are referenced, and PowerShell is mentioned before noting its cross-platform availability. There is no explicit Linux example or Linux-first tooling, and the guidance for CLI line continuation syntax prioritizes PowerShell after Bash.
Recommendations
  • Provide explicit Linux shell examples (e.g., Bash, zsh) for programmatic import, not just PowerShell.
  • Mention cross-platform tools (e.g., curl, Python scripts, SDK usage in Linux environments) alongside PowerShell modules.
  • When discussing CLI syntax, clarify Linux/Bash usage first, and provide PowerShell alternatives as secondary.
  • Highlight Linux-native tools for uploading to Azure Storage (e.g., azcopy, SDKs) and provide sample commands for Linux.
  • Ensure that any references to PowerShell note its cross-platform nature and provide installation guidance for Linux users.
  • Add screenshots or walkthroughs using Linux environments (e.g., Ubuntu terminal, VS Code on Linux) where appropriate.
GitHub Create Pull Request
IoT Hub Device Update Device Update for Azure IoT Hub log collection | Microsoft Docs .../iot-hub-device-update/device-update-log-collection.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation demonstrates a moderate Windows bias. While it does mention Bash and provides Azure CLI examples compatible with Bash, Windows-specific tools and patterns are referenced first or exclusively in several places. Supported browsers list Microsoft Edge before Chrome, and PowerShell-specific syntax is explained in detail, whereas Linux shell alternatives are assumed but not elaborated. There are no explicit Linux command-line examples (e.g., using native Linux tools for log viewing or manipulation), and the documentation does not mention Linux desktop environments or file managers for viewing logs in Azure Blob storage.
Recommendations
  • Add explicit Linux shell examples for Azure CLI commands, including alternative line continuation syntax and troubleshooting tips for common Linux environments.
  • List browsers in alphabetical order or include popular Linux browsers (e.g., Firefox) in the supported browsers section.
  • Provide guidance for viewing and manipulating log files using Linux desktop tools (e.g., Nautilus, GNOME Files) or command-line utilities (e.g., curl, azcopy, or blobfuse).
  • Include a note or section on Linux-specific considerations for configuring and accessing the diagnostics config file, such as permissions and file editing tools (e.g., nano, vim).
  • Ensure parity in troubleshooting tips for both Windows and Linux users, especially around Azure CLI installation and usage.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/create-update.md ...b/main/articles/iot-hub-device-update/create-update.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page demonstrates a mild Windows bias. While it states that Azure CLI commands are intended for Bash (Linux) environments and recommends using Azure Cloud Shell (which is Linux-based), it repeatedly references PowerShell as an alternative and provides tips for PowerShell users (such as line continuation and escaping characters). However, it does not provide explicit Linux-specific examples for common issues (e.g., escaping characters in Bash), nor does it mention Linux tools or patterns beyond Bash. The guidance for PowerShell users is more detailed than for Linux users, and Windows/PowerShell considerations are mentioned before Linux equivalents.
Recommendations
  • Add explicit Bash/Linux examples for escaping characters and common CLI pitfalls.
  • Provide troubleshooting tips for both Bash and PowerShell users, not just PowerShell.
  • Ensure Linux/Bash guidance is given equal prominence and detail as Windows/PowerShell guidance.
  • Mention Linux-native tools or workflows where relevant, such as using jq for JSON manipulation.
  • If PowerShell-specific tips are given, provide equivalent Bash/Linux tips immediately after or alongside.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/device-update-control-access.md .../iot-hub-device-update/device-update-control-access.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation provides detailed PowerShell examples for obtaining OAuth tokens using the MSAL.PS module, which is Windows-centric. There are no equivalent examples for Linux-native tools (e.g., curl, Python, bash) or cross-platform authentication libraries. The only non-Windows example is the Azure CLI, which is cross-platform, but the more advanced authentication scenarios are covered exclusively with PowerShell. There is no mention of Linux-specific patterns or tools, and Windows/PowerShell tooling is presented as the primary method for advanced authentication.
Recommendations
  • Add equivalent examples for Linux users, such as using curl, wget, or Python requests to obtain OAuth tokens.
  • Include examples using cross-platform libraries like MSAL for Python, Node.js, or .NET Core.
  • Explicitly mention that Azure CLI is cross-platform and provide more advanced authentication examples using CLI or REST calls.
  • Avoid presenting PowerShell as the only or primary method for advanced scenarios; provide parity with Linux-native or cross-platform tools.
  • Where possible, add notes or links to documentation for Linux/macOS users to ensure inclusivity.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/device-update-log-collection.md .../iot-hub-device-update/device-update-log-collection.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by prioritizing Windows-centric tools and patterns. The supported browsers list places Microsoft Edge first, and PowerShell-specific instructions are included before Linux alternatives. While Azure CLI examples use Bash syntax, there is a notable emphasis on how to adapt commands for PowerShell, but no equivalent guidance for Linux shells beyond Bash. There are no explicit Linux-only examples or references to Linux-specific tools, and instructions for viewing logs are tailored to the Azure portal, which is platform-agnostic but often used on Windows. The configuration file paths are Linux-style, but the overall documentation lacks parity in addressing Linux environments or providing Linux-specific troubleshooting or usage notes.
Recommendations
  • Provide explicit Linux shell examples (e.g., zsh, fish) and troubleshooting notes for common Linux distributions.
  • Include Linux-first instructions or examples where appropriate, such as using Linux-native tools for viewing or manipulating logs.
  • Add guidance for using the Azure CLI in Linux desktop environments, including installation and environment setup.
  • Balance PowerShell adaptation notes with equivalent notes for other shells (e.g., how to handle line continuations in zsh or fish).
  • List browsers in alphabetical order or explicitly state cross-platform compatibility to avoid Windows-first perception.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/monitor-device-update-iot-hub.md ...iot-hub-device-update/monitor-device-update-iot-hub.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page references PowerShell and the Azure portal as primary methods for creating diagnostic settings and managing logs, with no explicit mention of Linux-specific tools or examples (such as Bash, Azure CLI on Linux, or cross-platform scripting). The ordering and phrasing suggest a Windows-centric approach, and there is a lack of parity in examples for Linux users.
Recommendations
  • Include explicit examples using Azure CLI commands that work on Linux, macOS, and Windows.
  • Add Bash shell script examples for common monitoring tasks.
  • Clarify that Azure CLI and portal are cross-platform, and avoid listing PowerShell before CLI unless both are shown.
  • Reference Linux-compatible tools and workflows (e.g., exporting logs to Linux-based storage, using Linux monitoring agents).
  • Ensure that instructions do not assume the reader is using Windows or PowerShell by default.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/import-update.md ...b/main/articles/iot-hub-device-update/import-update.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Windows First
Summary
The documentation references PowerShell modules as a sample for programmatic import, and mentions PowerShell 5 as a requirement for Linux, macOS, or Windows. The only sample modules linked are PowerShell-based, with no equivalent Bash, shell script, or Linux-native tool examples. In the API section, PowerShell is mentioned before Linux alternatives, and Windows-centric tools (PowerShell, Azure Storage Explorer) are highlighted. There is no explicit Linux shell script or cross-platform CLI sample for programmatic import, and PowerShell is presented as the main scripting option.
Recommendations
  • Provide sample Bash or shell scripts for programmatic import, alongside PowerShell modules.
  • Mention Linux-native tools (e.g., curl, Python scripts, azcopy CLI) for uploading and importing updates.
  • List cross-platform options before or alongside Windows/PowerShell tools, rather than after.
  • Include explicit Linux usage examples for API calls, such as using curl or Python, not just PowerShell.
  • Highlight that AzCopy and Azure CLI are cross-platform, and provide usage instructions for Linux environments.
  • Add guidance for using Linux file paths and shell environments in all examples.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/device-update-control-access.md .../iot-hub-device-update/device-update-control-access.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 Missing Linux Example Windows First
Summary
The documentation page demonstrates a Windows bias in several ways. PowerShell is heavily featured for authentication examples, with multiple code blocks using the MSAL.PS module, which is Windows-centric. There are no equivalent Linux or cross-platform examples (such as using curl, Python, or bash). The only non-Windows example is Azure CLI, which is cross-platform but is presented briefly and before the extensive PowerShell section. No mention is made of Linux-specific tools or workflows, and the documentation does not provide parity for Linux users in the authentication/token acquisition steps.
Recommendations
  • Add Linux/cross-platform examples for requesting authorization tokens, such as using curl, wget, or Python requests.
  • Include instructions for using MSAL libraries in other languages (e.g., Python, Node.js) that work on Linux and macOS.
  • Clarify that Azure CLI is cross-platform and provide more detailed examples for its use.
  • Reorder examples to present cross-platform methods first, or provide parallel examples for both Windows and Linux.
  • Mention any platform-specific requirements or limitations for PowerShell/MSAL.PS, and suggest alternatives for Linux users.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/create-update.md ...b/main/articles/iot-hub-device-update/create-update.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 Missing Linux Example
Summary
The documentation page demonstrates a mild Windows bias. While it recommends using Bash in Azure Cloud Shell and provides Azure CLI examples in Bash syntax, it repeatedly references PowerShell as an alternative, including specific tips for PowerShell users (e.g., line continuation and escaping characters). However, there are no equivalent tips or troubleshooting notes for Linux users, nor are Linux-specific tools or patterns mentioned. The examples and instructions are generic but lean toward Windows/PowerShell considerations, and there are no explicit Linux command-line examples or references to Linux-native update tools.
Recommendations
  • Add Linux-specific tips, such as handling file paths, permissions, or escaping characters in Bash.
  • Include troubleshooting notes for common Linux shell issues (e.g., quoting, environment variables).
  • Provide explicit Linux command-line examples alongside PowerShell notes, especially for tasks like file manipulation or JSON editing.
  • Mention Linux-native tools (e.g., jq for JSON editing, nano/vim for text editing) where relevant.
  • Balance PowerShell-specific advice with Bash/Linux advice, ensuring parity in guidance.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/device-update-log-collection.md .../iot-hub-device-update/device-update-log-collection.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 Missing Linux Example
Summary
The documentation demonstrates a Windows bias by referencing Windows tools and patterns first (e.g., Microsoft Edge listed before Chrome, Azure portal navigation), providing PowerShell-specific tips, and omitting explicit Linux command-line examples. While Bash is mentioned for Azure CLI, there are no Linux-specific troubleshooting steps, file permission notes, or examples using native Linux utilities. The documentation assumes familiarity with Windows-centric workflows and does not provide equal guidance for Linux users.
Recommendations
  • Add explicit Linux command-line examples for common tasks, such as viewing or editing configuration files, checking file permissions, and troubleshooting agent installation.
  • Include Linux-specific notes on file paths, permissions, and log file access (e.g., using 'cat', 'less', or 'tail' for viewing logs).
  • List browsers in alphabetical order or mention Firefox to avoid Windows-first perception.
  • Provide parity in troubleshooting steps for both Windows and Linux environments, especially around Azure CLI usage and agent configuration.
  • Clarify any OS-specific requirements or differences in the agent reference implementation, especially regarding file system paths and permissions.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/import-update.md ...b/main/articles/iot-hub-device-update/import-update.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 page shows some Windows bias. PowerShell modules are mentioned as a sample for programmatic import, with explicit reference to PowerShell 5 for Linux, macOS, or Windows, but no equivalent Linux shell or scripting examples (e.g., Bash scripts) are provided. Windows-centric tools (PowerShell, Storage Explorer) are referenced, and PowerShell syntax differences are explained before any Linux-specific scripting alternatives. While the Azure CLI examples use Bash and mention Cloud Shell, the programmatic section highlights PowerShell modules and does not offer parity with Linux-native scripting. Additionally, Storage Explorer is a GUI tool primarily used on Windows, and is mentioned before CLI alternatives like AzCopy.
Recommendations
  • Provide Bash or Python script examples for programmatic import, alongside PowerShell modules.
  • Mention AzCopy CLI before Storage Explorer as a cross-platform tool for uploading large files.
  • Include references to Linux-native tools and scripting patterns in the 'Import using the Device Update APIs' section.
  • Clarify that PowerShell is available cross-platform, but also offer alternatives for users who prefer Bash or other shells.
  • Ensure that any tool or example mentioned for Windows has a Linux equivalent presented with equal prominence.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/monitor-device-update-iot-hub.md ...iot-hub-device-update/monitor-device-update-iot-hub.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 Missing Linux Example
Summary
The documentation references PowerShell and the Azure portal as primary methods for creating diagnostic settings and managing logs, with no explicit mention of Linux-specific tools or examples. While it briefly mentions the Azure CLI, it does not provide any CLI examples or highlight Linux workflows. The ordering and language suggest a Windows-first approach, and there is a lack of parity for Linux users.
Recommendations
  • Provide explicit Azure CLI examples for all operations (e.g., creating diagnostic settings, querying logs), and clarify that CLI commands work cross-platform.
  • Mention and demonstrate Linux-compatible tools and workflows, such as Bash scripts or integration with Linux-based monitoring solutions.
  • Ensure that instructions do not assume use of PowerShell or Windows, and offer equivalent steps for Linux environments.
  • Add a section or callout for Linux users, highlighting any differences or considerations when monitoring Device Update for IoT Hub from Linux systems.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/device-update-control-access.md .../iot-hub-device-update/device-update-control-access.md
High Priority View Details →
Scanned: 2025-07-13 21:37
Reviewed by: Unknown
Issues: 3 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation provides detailed PowerShell/MSAL.PS examples for obtaining OAuth tokens, but does not include equivalent Linux-native or cross-platform command-line examples (e.g., curl, Python, or bash). The focus on PowerShell and the MSAL.PS module, which is Windows-centric, may disadvantage Linux or macOS users. There is also a lack of explicit Linux or cross-platform guidance for authentication flows.
Recommendations
  • Add examples using curl or HTTPie to demonstrate how to obtain OAuth tokens from the command line on Linux/macOS.
  • Include a Python example using MSAL or requests to show cross-platform programmatic authentication.
  • Explicitly mention that Azure CLI is cross-platform and provide more detailed CLI-based authentication flows.
  • Where PowerShell is used, provide equivalent bash or shell script examples for Linux users.
  • Review all sections for Windows-specific terminology or tool references and ensure Linux alternatives are presented with equal prominence.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/device-update-control-access.md .../iot-hub-device-update/device-update-control-access.md
High Priority View Details →
Scanned: 2025-07-12 23:44
Reviewed by: Unknown
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Missing Linux Example 🔧 Windows Tools
Summary
The documentation provides detailed PowerShell examples for obtaining authentication tokens using the MSAL.PS module, but does not offer equivalent examples for Linux-native tools or scripting environments (such as Bash with curl, Python, or other cross-platform methods). The focus on PowerShell and the absence of Linux/Unix command-line examples indicate a Windows-centric bias. Additionally, the use of Azure CLI is shown, but only for a basic login/token retrieval, while advanced scenarios are only covered with PowerShell.
Recommendations
  • Add equivalent Linux/Bash examples for obtaining OAuth tokens, such as using curl with the Microsoft identity platform endpoints.
  • Provide Python or other cross-platform scripting examples for authentication, especially for REST API calls.
  • When presenting PowerShell examples, also include Bash or shell script equivalents side-by-side.
  • Mention and demonstrate the use of cross-platform tools (e.g., Azure CLI, curl, Python requests) before or alongside Windows-specific tools like PowerShell.
  • Clarify in the documentation that all examples are cross-platform where possible, and explicitly note any platform-specific steps.
GitHub Create Pull Request
IoT Hub Device Update https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/iot-hub-device-update/device-update-control-access.md .../iot-hub-device-update/device-update-control-access.md
High Priority View Details →
Scanned: 2025-07-08 04:23
Reviewed by: Unknown
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by providing detailed PowerShell examples for obtaining authorization tokens, while omitting equivalent Linux or cross-platform scripting examples (e.g., Bash, curl, Python). The PowerShell MSAL example is given more prominence and detail than the Azure CLI example, and there are no Linux-native command-line or scripting alternatives shown. This may hinder Linux users or those working in cross-platform environments.
Recommendations
  • Add equivalent Linux/Bash/curl examples for obtaining OAuth tokens, such as using curl with the Microsoft identity platform endpoints.
  • Provide Python or other cross-platform scripting examples using MSAL libraries.
  • Ensure that Azure CLI examples are as detailed as the PowerShell examples, and clarify that Azure CLI is cross-platform.
  • When listing command-line options, present cross-platform tools (e.g., Azure CLI, REST with curl) before or alongside Windows-specific tools like PowerShell.
  • Explicitly mention that the PowerShell examples are primarily for Windows users, and provide guidance for Linux/macOS users.
GitHub Create Pull Request
IoT Hub Device Update Azure role-based access control (RBAC) and Azure Device Update for IoT Hub .../iot-hub-device-update/device-update-control-access.md
Medium Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example Windows First
Summary
The documentation provides detailed PowerShell examples for acquiring authentication tokens using the MSAL.PS module, which is Windows-centric. There are no equivalent examples for Linux/macOS users (e.g., using Bash, curl, or Python), and the PowerShell approach is presented before any cross-platform alternatives. The only cross-platform example is Azure CLI, which is brief and lacks parity with the PowerShell section.
Recommendations
  • Add equivalent Linux/macOS examples using curl, Bash, or Python for acquiring OAuth tokens.
  • Expand the Azure CLI section to cover all authentication scenarios shown in PowerShell (user credentials, device code, app credentials).
  • Clearly indicate which tools are cross-platform and provide guidance for non-Windows users.
  • Consider reordering examples so that cross-platform tools (Azure CLI, REST/curl) are presented before Windows-specific tools.
GitHub Create Pull Request
IoT Hub Device Update Azure role-based access control (RBAC) and Azure Device Update for IoT Hub .../iot-hub-device-update/device-update-control-access.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy 🔧 Windows Tools Missing Linux Example Windows First
Summary
The documentation provides detailed PowerShell examples for acquiring authentication tokens using the MSAL.PS module, which is Windows-centric. There are no equivalent examples for Linux/macOS users (e.g., using Bash, curl, or Python), and the PowerShell approach is presented before any mention of cross-platform alternatives. The Azure CLI example is present, but the PowerShell section is much more extensive, and no Linux-native tools or scripts are demonstrated for token acquisition.
Recommendations
  • Add equivalent examples for Linux/macOS users, such as using curl, Python (requests + MSAL), or Bash scripts to acquire OAuth tokens.
  • Explicitly mention cross-platform alternatives to PowerShell, and clarify which examples work on all platforms.
  • Reorder examples so that cross-platform tools (e.g., Azure CLI, REST API via curl) are shown before or alongside PowerShell.
  • Note any platform-specific limitations for the MSAL.PS module and provide guidance for non-Windows users.
GitHub Create Pull Request
IoT Hub Device Update Import an update to Azure Device Update for IoT Hub ...b/main/articles/iot-hub-device-update/import-update.md
Medium Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First
Summary
The documentation references PowerShell modules as a sample method for programmatic import, and links to PowerShell installation instructions. While it notes PowerShell is available on Linux/macOS, it does not provide equivalent Linux-native tooling or examples (e.g., Bash scripts, shell commands) for programmatic import. Additionally, PowerShell is mentioned before other cross-platform SDKs in the API section. The CLI section is Bash-oriented, but the only alternative syntax guidance is for PowerShell, not for other shells. The recommended upload tools (AzCopy, Storage Explorer) are cross-platform, but no Linux-specific upload examples are given.
Recommendations
  • Provide explicit Bash or shell script examples for programmatic import, not just PowerShell.
  • Mention and demonstrate Linux-native tools (e.g., curl, Python scripts) for interacting with the REST API.
  • When listing SDKs and sample modules, avoid listing PowerShell first or exclusively; ensure parity by including Bash, Python, or other Linux-friendly options.
  • Offer example commands for uploading files using AzCopy or Storage Explorer on Linux.
  • Clarify that all major steps can be completed on Linux/macOS, and highlight any platform-specific caveats.
GitHub Create Pull Request
IoT Hub Device Update Complete a proxy update by using Device Update for Azure IoT Hub | Microsoft Docs ...hub-device-update/device-update-howto-proxy-updates.md
Medium Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy
Summary
The documentation is primarily Linux/Ubuntu-focused, with installation and usage examples tailored to Ubuntu Server 18.04 LTS. However, there is a notable Windows bias in the section describing how to copy the Debian package to the test VM, where PowerShell and the scp command are referenced as the method for Windows users, without mentioning Linux or macOS alternatives. No explicit Linux-first or missing Linux example bias is present, but the inclusion of Windows tooling (PowerShell) and instructions for Windows users introduces a subtle bias.
Recommendations
  • Provide equivalent instructions for Linux and macOS users when describing how to copy files to the VM (e.g., using scp from a Linux/macOS terminal).
  • Clarify that scp is available on Linux and macOS by default, and offer guidance for Windows users who may not have scp installed (e.g., using PuTTY, WinSCP, or enabling OpenSSH in Windows).
  • Ensure that any references to Windows tools or workflows are accompanied by Linux/macOS alternatives, and avoid assuming the user is on Windows unless the tutorial is explicitly Windows-specific.
  • Consider reordering instructions so that Linux/macOS methods are presented before Windows-specific ones, or present them side-by-side for parity.
GitHub Create Pull Request
← Previous Page 1 of 3 Next →