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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
⚠️
powershell_heavy
Summary:
The documentation demonstrates some Windows bias by presenting PowerShell and Bash command examples side-by-side, but consistently lists Bash first. However, the PowerShell examples are present throughout, and there is no exclusive use of Windows tools or patterns. The prerequisites and deployment instructions mention both Windows (Azure Kubernetes Service Edge Essentials) and Ubuntu (K3s), but the Windows option is listed before Ubuntu. There are no missing Linux examples, and most commands are cross-platform (kubectl, wget, Azure CLI).
Recommendations:
- Alternate the order of Bash and PowerShell examples to avoid implicit prioritization.
- Explicitly state that all command-line examples are cross-platform unless otherwise noted.
- Where possible, provide a single, unified example if the command is identical in both environments.
- Ensure that Linux and Windows deployment options are given equal prominence, or alternate which is listed first.
- Add a note clarifying that the Azure CLI and kubectl commands work on both Windows and Linux.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-05 00:00 | #102 | completed | ✅ Clean |
| 2025-08-05 00:00 | #71 | completed | ✅ Clean |
| 2025-08-03 00:00 | #69 | completed | ✅ Clean |
| 2025-08-01 00:00 | #67 | completed | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ✅ Clean |
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |
Flagged Code Snippets
$cert = kubectl -n azure-iot-operations get secret aio-opc-opcuabroker-default-application-cert -o jsonpath='{.data.tls\.crt}' | %{ [Text.Encoding]::UTF8.GetString([Convert]::FromBase64String($_)) }
$data = kubectl create secret generic temp --from-literal=opcuabroker.crt="$cert" --dry-run=client -o jsonpath='{.data}'
kubectl patch secret opc-plc-trust-list -n azure-iot-operations -p "{""data"": $data}"
kubectl -n azure-iot-operations get secret opc-plc-default-application-cert -o jsonpath='{.data.tls\.crt}' | %{ [Text.Encoding]::UTF8.GetString([Convert]::FromBase64String($_)) } > opcplc-000000.crt