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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 be4925a8ff
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skills/ms-ai-engineering/references/mlops-genaiops/mlops-security-access-control.md
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# Security and Access Control in MLOps
**Kategori:** MLOps & GenAIOps
**Last updated:** 2026-04 | Verified: MCP 2026-04
**Last updated:** 2026-04
**Dato:** 2026-04-10
**Confidence:** HIGH — Basert på offisiell Microsoft Learn dokumentasjon (8 MCP-oppslag, 16 kilder)
@ -738,9 +738,10 @@ AmlComputeClusterNodeEvent
6. [Configure a private endpoint for an Azure Machine Learning workspace](https://learn.microsoft.com/en-us/azure/machine-learning/how-to-configure-private-link?view=azureml-api-2)
7. [Secure an Azure Machine Learning workspace with virtual networks](https://learn.microsoft.com/en-us/azure/machine-learning/how-to-secure-workspace-vnet?view=azureml-api-2)
8. [Data encryption with Azure Machine Learning](https://learn.microsoft.com/en-us/azure/machine-learning/concept-data-encryption?view=azureml-api-2)
(Verified MCP 2026-04 — Key updates: Azure Data Lake Storage Gen1 retired 2024-02-29; Azure Database for PostgreSQL Single Server retired 2025-03-28; Azure Database for MySQL Single Server retired 2024-09-16. Use Gen2 / Flexible Server variants.)
**Sist verifisert:** 2026-02-04
**Neste review:** Q2 2026 (ved nye identity/network features i Azure ML)
**Sist verifisert:** 2026-04-10
**Neste review:** Q3 2026 (ved nye identity/network features i Azure ML)
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