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docs(architect): weekly KB update — 52 files refreshed (2026-04)

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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>
This commit is contained in:
Kjell Tore Guttormsen 2026-04-10 11:31:11 +02:00
commit 34c6db36fa
40 changed files with 398 additions and 239 deletions
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3
plugins/ms-ai-architect/skills/ms-ai-governance/references/monitoring-observability/alerting-strategies-escalation.md
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@ -62,11 +62,12 @@ Eskaleringsrutiner må reflektere organisasjonens modenhetsnivå. En Minimum Via
| **Azure Function** | Custom logic (e.g., invoke model rollback API) | HTTP trigger med access key | ❌ No | ❌ No |
| **Webhook** | Invoke external incident mgmt (PagerDuty, ServiceNow) | Basic auth via URI eller secure webhook (Entra ID) | ❌ No | ✅ Yes (limited) |
| **Event Hub** | Stream til SIEM (Microsoft Sentinel) for correlation | Managed Identity (Event Hubs Data Sender, Role ID: 2b629674) | ✅ Yes | ✅ Yes (up to API 2023-09-01-preview) |
| **Secure Webhook** | Invoke protected API med Entra ID-auth | Microsoft Entra app registration | ❌ No | ✅ Yes |
| **ITSM Connector** | Create incidents i ServiceNow, Cherwell | ITSM connection credentials | ❌ No | ❌ No |
*(Verified MCP 2026-04)*
**Managed Identity Best Practice:** For Automation Runbooks, Logic Apps og Event Hubs, bruk managed identity i stedet for service principals. Azure Function og Webhook støtter ikke managed identity — bruk HTTP trigger access key respektive secure webhook med Entra ID. Azure Portal legger automatisk til role assignments ved konfigurasjon. For PowerShell/CLI/SDK må du manuelt tildele roller (se tabell over). *(Verified MCP 2026-04)*
**Managed Identity Best Practice (preview):** Managed Identity-støtte for Action Groups er nå tilgjengelig i **preview**. For Automation Runbooks, Logic Apps og Event Hubs, bruk managed identity i stedet for service principals. Azure Function, Webhook, Secure Webhook og ITSM støtter ikke managed identity — bruk HTTP trigger access key respektive secure webhook med Entra ID. Azure Portal legger automatisk til role assignments ved konfigurasjon. For PowerShell/CLI/SDK må du manuelt tildele roller (se tabell over). *(Verified MCP 2026-04)*
---

4
plugins/ms-ai-architect/skills/ms-ai-governance/references/monitoring-observability/custom-dashboards-ai-operations.md
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@ -88,7 +88,7 @@ Workbooks kan deployes via ARM templates for consistency across teams:
"name": "ai-operations-workbook",
"type": "microsoft.insights/workbooks",
"location": "[resourceGroup().location]",
"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)*
"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)*
"properties": {
"displayName": "AI Operations Dashboard",
"serializedData": "{\"version\":\"Notebook/1.0\",\"items\":[...]}",
@ -488,7 +488,7 @@ Når kunden spør om dashboards for AI operations:
- [Power BI + Azure Monitor](https://learn.microsoft.com/en-us/azure/azure-monitor/logs/log-powerbi)
### Code Samples
- [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)*
- [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)*
- [Azure AI Foundry Grafana dashboard ID: 24039](https://grafana.com/grafana/dashboards/24039)
- [KQL query examples for AI monitoring](https://learn.microsoft.com/en-us/azure/data-explorer/kusto/query/samples)