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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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8
skills/ms-ai-engineering/references/mlops-genaiops/model-versioning-registry-management.md
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@ -1,6 +1,6 @@
# Model Versioning and Registry Management
**Last updated:** 2026-02
**Last updated:** 2026-04
**Verified:** MCP 2026-04
**Status:** GA
**Category:** MLOps & GenAIOps
@ -306,6 +306,8 @@ Azure AI Foundry Model Catalog bruker samme underliggende registry-infrastruktur
### Power Platform AI
**Scenario:** Registrer Custom AI Builder model i Azure ML Registry for reuse.
> **Merk (Verified MCP 2026-04):** For production online endpoint deployments anbefaler Microsoft nå Microsoft Entra token-based authentication (`aad_token`) fremfor key-based authentication for forbedret sikkerhet via identity-based access control.
- Tren modell i AI Builder
- Eksporter modell (hvis tilgjengelig)
- Registrer i Azure ML Registry som MLflow model
@ -511,7 +513,7 @@ az ml model list --registry-name my-registry --query "[?created<'$cutoff_date'].
## Kilder og verifisering
### Microsoft Learn (Verified via MCP research, February 2026)
### Microsoft Learn (Verified via MCP research, April 2026)
1. **Share models, components, and environments across workspaces with registries**
- URL: https://learn.microsoft.com/en-us/azure/machine-learning/how-to-share-models-pipelines-across-workspaces-with-registries?view=azureml-api-2
@ -566,7 +568,7 @@ az ml model list --registry-name my-registry --query "[?created<'$cutoff_date'].
- **Document fetches:** 2 (Full registry guide, MLflow management guide)
- **Code samples:** 1 (MLflow Python SDK examples)
- **Unique sources:** 7 Microsoft Learn articles
- **Research timestamp:** February 2026
- **Research timestamp:** April 2026
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