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ktg-plugin-marketplace/plugins/ms-ai-architect/skills/ms-ai-governance/references/monitoring-observability
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Kjell Tore Guttormsen ad8a411f38 docs(architect): weekly KB update — 66 files refreshed (2026-04) 
Updated 66 stale knowledge base reference files (10 critical, 56 high)
across all 5 skills using Microsoft Learn MCP research.

Key factual updates:
- Groundedness Detection API: `correction` → `mitigating` param,
  `correctedText` → `correctionText` (breaking change)
- Copilot Studio: GPT-4.1 mini now default (was GPT-4o mini);
  Claude Sonnet 4.5 + Opus 4.5 added (experimental, 200K ctx)
- Agentic Retrieval: still public preview; 50M free tokens/month
- Azure security baselines: "Cognitive Services" → "Foundry Tools"
- Databricks: Delta Live Tables → Lakeflow Spark Declarative Pipelines
- MLflow 3 GenAI: new Feedback/Expectation data model
- Token tracking doc: "Azure OpenAI in Foundry Models through a gateway"
- Agent Registry: Risks column (M365 E7), Graph API (preview)
- Copilot DLP: new Entra AI Admin + Purview Data Security AI Admin roles
- ISO/IEC 42001: scope expanded to M365 Copilot, Foundry, Security Copilot
- Zero Trust: CAE now via Conditional Access, Strict Location Enforcement
- Purview: new Fabric Copilots/agents governance section
- AG-UI HITL: ApprovalRequiredAIFunction (C#), @tool approval_mode (Python)

All files: Last updated → 2026-04, *(Verified MCP 2026-04)* markers added.
Build registry: 1341 URLs from 387 files (+2 new URLs).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-09 22:41:26 +02:00
..
alerting-strategies-escalation.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
anomaly-detection-ai-systems.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
application-insights-llm-monitoring.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
azure-monitor-setup-ai-workloads.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
compliance-monitoring-ai-governance.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
cost-monitoring-cost-attribution.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
custom-dashboards-ai-operations.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
data-residency-audit-monitoring.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
distributed-tracing-ai-pipelines.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
endpoint-health-and-capacity-planning.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
log-analytics-kql-ai-queries.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
model-performance-drift-detection.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
observability-for-copilot-extensions.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
real-time-streaming-monitoring.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
response-quality-metrics-rag.md feat(ms-ai-architect): add plugin to open marketplace (v1.5.0 baseline) 2026-04-07 17:17:17 +02:00
security-and-audit-logging-ai.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
sla-monitoring-ai-services.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00
token-usage-tracking-attribution.md docs(architect): weekly KB update — 66 files refreshed (2026-04) 2026-04-09 22:41:26 +02:00