Document Details
Deploy Intelligent Apps Linux Python Pivot
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This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Bias Types:
⚠️
windows_first
⚠️
windows_tools
⚠️
missing_linux_example
Summary:
The documentation demonstrates a mild Windows bias. In the prerequisites and quickstart links, 'windows' is explicitly listed as a tab, and there is a lack of explicit Linux/macOS command-line or deployment examples. The instructions for setting environment variables and deployment reference the Azure portal and Visual Studio (Windows-centric tools) without mentioning Linux alternatives or command-line equivalents. There are no PowerShell-specific commands, but the absence of Linux shell examples and the prioritization of Windows tools and patterns indicate a subtle bias.
Recommendations:
- Add explicit Linux/macOS tabs or examples alongside Windows in all quickstart and setup links.
- Include Linux shell (bash) commands for environment variable setup and deployment, not just portal or Visual Studio instructions.
- Mention cross-platform deployment tools (e.g., Azure CLI, GitHub Actions) and provide examples for both Windows and Linux.
- Clarify that the instructions apply to both Windows and Linux, and provide any OS-specific notes where necessary.
- Where Visual Studio is mentioned, also mention VS Code and command-line alternatives for Linux users.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-14 00:00 | #111 | completed | ✅ Clean |
| 2025-09-13 00:00 | #110 | completed | ✅ Clean |
| 2025-09-12 00:00 | #109 | completed | ✅ Clean |
| 2025-09-11 00:00 | #108 | completed | ✅ Clean |
| 2025-09-10 00:00 | #107 | completed | ✅ Clean |
| 2025-09-09 00:00 | #106 | completed | ✅ Clean |
| 2025-09-08 00:00 | #105 | completed | ❌ Biased |
| 2025-09-07 00:00 | #104 | completed | ❌ Biased |
| 2025-09-06 00:00 | #103 | completed | ❌ Biased |
| 2025-09-05 00:00 | #102 | completed | ❌ Biased |
| 2025-09-04 00:00 | #101 | completed | ❌ Biased |
| 2025-09-03 00:00 | #100 | completed | ✅ Clean |
| 2025-09-02 00:00 | #99 | in_progress | ✅ Clean |
| 2025-09-01 00:00 | #98 | in_progress | ❌ Biased |
| 2025-08-31 00:01 | #97 | in_progress | ❌ Biased |
| 2025-08-30 00:01 | #96 | in_progress | ✅ Clean |
| 2025-08-29 00:01 | #95 | completed | ❌ Biased |
| 2025-08-28 00:01 | #94 | in_progress | ✅ Clean |
| 2025-08-27 00:01 | #93 | in_progress | ❌ Biased |
| 2025-08-26 00:00 | #92 | in_progress | ❌ Biased |
| 2025-08-25 00:01 | #91 | in_progress | ❌ Biased |
| 2025-08-24 00:00 | #90 | in_progress | ❌ Biased |
| 2025-08-23 00:00 | #89 | in_progress | ❌ Biased |
| 2025-08-22 00:01 | #88 | completed | ❌ Biased |
| 2025-08-21 00:01 | #87 | in_progress | ❌ Biased |
| 2025-08-20 00:01 | #86 | completed | ❌ Biased |
| 2025-08-19 00:01 | #85 | completed | ❌ Biased |
| 2025-08-18 00:00 | #84 | in_progress | ❌ Biased |
| 2025-08-17 00:01 | #83 | in_progress | ❌ Biased |
| 2025-08-16 00:00 | #82 | in_progress | ❌ Biased |
| 2025-08-15 00:01 | #81 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-13 20:48 | #44 | cancelled | ✅ Clean |