docs(architect): weekly KB update — 52 files refreshed (2026-04)
Key content changes: - MLOps: MLflow 3 scorers expanded (RetrievalRelevance, Fluency, multi-turn judges) - MLflow 3 A/B eval: mirror_traffic GA confirmed, new scorer catalog - CI/CD: OIDC auth replaces deprecated --sdk-auth (Azure ML GitHub Actions) - Agent framework A2A: updated SDK patterns (A2ACardResolver, BearerAuth) - AG-UI backend tool rendering: accurate TOOL_CALL_* event shapes - Computer Use agents: US region requirement, credentials patterns - Purview governance: bulk term edit, expire/delete workflows - CAF AI Secure: 3-phase structure confirmed current - Copilot Studio: Claude Sonnet 4.5/4.6 GA, new orchestration controls - M365 manifest: v1.26 GA (April 2026), copilotAgents node - Power Platform: agent flow capacity enforcement corrected - Azure Monitor: Simple Log Alerts GA, AMBA for policy-based alerting - Security Copilot: SCU capacity model (400 SCU/1000 users) - EU Data Boundary: all EU + EFTA countries confirmed - gateway-multi-backend: added 4th topology, subscription-level quota note Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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@ -88,7 +88,7 @@ Workbooks kan deployes via ARM templates for consistency across teams:
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"name": "ai-operations-workbook",
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"type": "microsoft.insights/workbooks",
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"location": "[resourceGroup().location]",
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"apiVersion": "2022-04-01", // For workbook instances; workbook templates bruker 2020-11-20 (workbooktemplates resource type). Bicep støttes nå offisielt som alternativ til ARM JSON. *(Verified MCP 2026-04)*
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"apiVersion": "2018-06-17-preview", // For workbook instances; workbook templates bruker 2019-10-17-preview (workbooktemplates resource type). Bicep støttes nå offisielt som alternativ til ARM JSON. *(Verified MCP 2026-04)*
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"properties": {
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"displayName": "AI Operations Dashboard",
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"serializedData": "{\"version\":\"Notebook/1.0\",\"items\":[...]}",
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@ -488,7 +488,7 @@ Når kunden spør om dashboards for AI operations:
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- [Power BI + Azure Monitor](https://learn.microsoft.com/en-us/azure/azure-monitor/logs/log-powerbi)
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### Code Samples
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- [Workbook ARM/Bicep template samples](https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-samples) — inkluderer nå Bicep-syntaks; workbooktemplates apiVersion er `2020-11-20` *(Verified MCP 2026-04)*
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- [Workbook ARM/Bicep template samples](https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-samples) — workbook templates bruker apiVersion `2019-10-17-preview` (type: microsoft.insights/workbooktemplates); workbook instances bruker `2018-06-17-preview` (type: Microsoft.Insights/workbooks) *(Verified MCP 2026-04)*
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- [Azure AI Foundry Grafana dashboard ID: 24039](https://grafana.com/grafana/dashboards/24039)
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- [KQL query examples for AI monitoring](https://learn.microsoft.com/en-us/azure/data-explorer/kusto/query/samples)
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