ms-ai-architect/skills/ms-ai-governance/references/monitoring-observability
Kjell Tore Guttormsen 25bcb74d9a chore(ms-ai-architect): refresh KB high-bucket — 49 files [skip-docs]
KB-currency refresh (high priority, 2026-06-19) via /architect:kb-update.
49 high-prioritets governance/security/monitoring-filer re-verifisert mot
Microsoft Learn (MCP) — delegert til 8 parallelle Opus-subagenter gruppert
etter delt kilde, verifisert i hovedkontekst (diff-review + tester).

Hovedendringer (faktuelle korreksjoner + currency):
- MITRE ATLAS-IDer korrigert (supply-chain): AML.T0050 -> AML.T0018.000
  (Poison AI Model); AML.T0020 = Poison Training Data; T1195 Supply Chain
  Compromise. Gamle IDer var utdaterte (verifisert mot MCSB v2 AI-1).
- OTel-sampling presisert (distributed-tracing): adaptive sampling = klassisk
  App Insights SDK; OTel-distroen sampler IKKE by default (fixed-rate/
  rate-limited maa konfigureres); Functions parent-based sampling er default.
- MCSB v2 AI-kontroller AI-1 -> AI-7 (risk-taxonomy three-pillar, scoring-
  framework, rubrics, red-team, adversarial); Defender for Cloud AI threat
  protection + AI-SPM (GA).
- AI gateway (APIM) multi-provider: Anthropic Messages API v2-tiers, Google
  Vertex, unified model API (preview), MCP/A2A, Foundry-integrasjon; eksakte
  policy-navn (llm-emit-token-metric maks 5 dims, llm-semantic-cache-*,
  score-threshold = avstand, MS-eks. 0.15).
- Purview Enterprise AI apps inkl. Anthropic Claude (Enterprise) + ChatGPT
  Enterprise; Security Dashboard for AI (Agent 365-inventar, MCP-servere,
  tredjepartsmodeller; Security Reader minimumsrolle).
- Entra Agent ID: CA-lisenskrav (Entra ID P1/P2 + Agent 365), CA-scoping per
  tilgangsmoenster (on-behalf-of/app-only/agent-as-user), CA-grenser,
  connector-permissions som API-permissions.
- Copilot DLP: Block SITs in web search (GA, Performing Web Searches) + Block
  external email (preview) som prompt injection-vern.
- Azure AI Language PII: tre feature-typer, GA-API 2026-05-01; NOIdentityNumber
  bekreftet dedikert kategori for norske foedselsnummer.
- Foundry Tools-rename forsterket paa tvers; alle 49 Last updated -> 2026-06-19.

Discovery: 500 kandidater (alle Databricks-stoey) -> kun registry-kandidater,
ingen nye skills/-filer -> 389-telling uendret. validate 239 PASS,
kb-integrity 115/115 (262 orphan-warnings uendret), gitleaks clean.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01REiKFhP4w6xGXXqWKpPCJJ
2026-06-19 11:09:54 +02:00
..
alerting-strategies-escalation.md chore(ms-ai-architect): refresh KB high-bucket — 49 files [skip-docs] 2026-06-19 11:09:54 +02:00
anomaly-detection-ai-systems.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
application-insights-llm-monitoring.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
azure-monitor-setup-ai-workloads.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
compliance-monitoring-ai-governance.md chore(ms-ai-architect): refresh KB high-bucket — 49 files [skip-docs] 2026-06-19 11:09:54 +02:00
cost-monitoring-cost-attribution.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
custom-dashboards-ai-operations.md chore(ms-ai-architect): refresh KB high-bucket — 49 files [skip-docs] 2026-06-19 11:09:54 +02:00
data-residency-audit-monitoring.md fix(ms-ai-architect): #7b DPIA cross-border — EDPB seks-stegs-TIA + CLOUD Act/FISA-restanalyse (H) 2026-06-18 17:29:57 +02:00
distributed-tracing-ai-pipelines.md chore(ms-ai-architect): refresh KB high-bucket — 49 files [skip-docs] 2026-06-19 11:09:54 +02:00
endpoint-health-and-capacity-planning.md chore(ms-ai-architect): refresh KB high-bucket — 49 files [skip-docs] 2026-06-19 11:09:54 +02:00
log-analytics-kql-ai-queries.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
model-performance-drift-detection.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
observability-for-copilot-extensions.md chore(ms-ai-architect): KB checkpoint refresh — 30 files (critical 9 + high batch 1) [skip-docs] 2026-05-05 14:28:35 +02:00
real-time-streaming-monitoring.md chore(ms-ai-architect): refresh KB high-bucket — 49 files [skip-docs] 2026-06-19 11:09:54 +02:00
response-quality-metrics-rag.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
security-and-audit-logging-ai.md chore(ms-ai-architect): refresh KB high-bucket — 49 files [skip-docs] 2026-06-19 11:09:54 +02:00
sla-monitoring-ai-services.md chore(ms-ai-architect): refresh KB high-bucket — 49 files [skip-docs] 2026-06-19 11:09:54 +02:00
token-usage-tracking-attribution.md chore(ms-ai-architect): refresh KB high-bucket — 49 files [skip-docs] 2026-06-19 11:09:54 +02:00