ms-ai-architect/skills/ms-ai-engineering/references/mlops-genaiops
Kjell Tore Guttormsen 2c54f0d5a0 fix(ms-ai-architect): Spor 0 — 37 kilde-verifiserte KB-feil fikset (25 ref-filer), 1 avvist [skip-docs]
Per-kilde verifiserings-agenter (Opus xhigh, live microsoft_docs_fetch) bekreftet
hver verdi mot kilden FOER endring; alle forekomster av samme gale fakta fikset
fil-vidt (ikke bare sitert linje).

- 37/38 confirm-fix anvendt; #8 (model-selection «Model Router GA») AVVIST: fila var
  allerede korrekt (Model Router GA siden 2025-11-18); den siterte model-choice-guide
  har utdatert «(preview)»-etikett. AA «fikse» ville innfoert en feil.
- Tverteklynger reconciled til kilde-sann verdi: AI Search storage (S1 160/S2 512/S3
  1024/L1 2048/L2 4096 GB; vektor 5/35/150/300), Quota Tiers (erstatter
  Default/Enterprise + «1 Unit Capacity»).
- Hoey-innsats: realtime Schrems II omskrevet (global deployment != EU-residens,
  selv-verifisert mot kilde); Data Zone Norway East = gpt-5.4 OG gpt-5.5 (ikke kun
  5.5); computer-use = gpt-5.4 + computer-tool (region flagget for verifisering).
- Suite 552/552 groenn. Manifest oppdatert (fixed/verdict/verified per fiks).

Spor 1-froe (cross-fil-gjentakelser i UBEROERTE filer): «DDoS Protection Standard» i
ros-ai-threat-library.md + zero-trust-ai-services.md. Tilstoetende funn (ikke i de 38):
se docs / STATE.
2026-06-29 09:39:20 +02:00
..
ab-testing-llm-applications.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
automated-retraining-pipelines.md chore(ms-ai-architect): refresh KB medium-bucket — 74 files [skip-docs] 2026-06-19 14:02:18 +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 chore(ms-ai-architect): refresh KB medium-bucket — 74 files [skip-docs] 2026-06-19 14:02:18 +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(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
feedback-loops-continuous-improvement.md docs(ms-ai-architect): KB-refresh MEDIUM 30/33 — feedback-loops: header-bump (TRYGT: MLflow 3 scorers + Azure ML monitoring uendret) 2026-06-24 11:38:26 +02:00
genaiops-llm-specific-practices.md fix(ms-ai-architect): Spor 0 — 37 kilde-verifiserte KB-feil fikset (25 ref-filer), 1 avvist [skip-docs] 2026-06-29 09:39:20 +02:00
governance-audit-ml-operations.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
inferencing-optimization-caching.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
infrastructure-as-code-mlops.md chore(ms-ai-architect): refresh KB medium-bucket — 74 files [skip-docs] 2026-06-19 14:02:18 +02:00
llm-evaluation-production.md fix(ms-ai-architect): Spor 0 — 37 kilde-verifiserte KB-feil fikset (25 ref-filer), 1 avvist [skip-docs] 2026-06-29 09:39:20 +02:00
mlops-fundamentals-overview.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
mlops-security-access-control.md chore(ms-ai-architect): refresh KB medium-bucket — 74 files [skip-docs] 2026-06-19 14:02:18 +02:00
mlops-teams-collaboration-tools.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +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(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
model-versioning-registry-management.md docs(ms-ai-architect): KB-refresh MEDIUM 31/33 — model-versioning: MLflow stages legacy i UC (aliases/tags/deployment jobs) + MLflow 3-endringer 2026-06-24 11:38:26 +02:00
monitoring-observability-ml-systems.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
prompt-flow-production-deployment.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00
responsible-ai-mlops-integration.md docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) 2026-06-23 21:00:27 +02:00