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ktg-plugin-marketplace/plugins/ms-ai-architect/skills/ms-ai-engineering/references/mlops-genaiops
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Kjell Tore Guttormsen 34c6db36fa 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>
2026-04-10 11:31:11 +02:00
..
ab-testing-llm-applications.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
automated-retraining-pipelines.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
azure-ml-pipelines-orchestration.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
ci-cd-for-ml-models.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
cost-optimization-mlops-pipelines.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
data-drift-monitoring-detection.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
feedback-loops-continuous-improvement.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
genaiops-llm-specific-practices.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
governance-audit-ml-operations.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
inferencing-optimization-caching.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
infrastructure-as-code-mlops.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
llm-evaluation-production.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
mlops-fundamentals-overview.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
mlops-security-access-control.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
mlops-teams-collaboration-tools.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
model-deployment-strategies-azure.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
model-drift-performance-degradation.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
model-evaluation-frameworks.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
model-versioning-registry-management.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
monitoring-observability-ml-systems.md docs(architect): weekly KB update — 52 files refreshed (2026-04) 2026-04-10 11:31:11 +02:00
prompt-flow-production-deployment.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
responsible-ai-mlops-integration.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00