ms-ai-architect/skills/ms-ai-engineering/references/mlops-genaiops
Kjell Tore Guttormsen 957ebef6da fix(ms-ai-architect): R11 — første korpus-edit; 4 ratifiserte O2-subtraksjoner anvendt (idx 17, 19, 33, 14-redusert)
Operatør-ratifisert 2026-08-03. Sletter udokumenterte påstander fra tre
KB-filer: score-threshold-båndene og 'Automatic indexing av vectors'
(rag-caching-optimization), to ikke-støttede AISPM-attribusjoner
(ai-threat-modeling-stride), og SharePoint som feedback-lagring
(feedback-loops). idx 14 er den REDUSERTE subtraksjonen — 'Automatically'
beholdes, siden linje 566 hevder automatikk.

Ikke ratifisert og ikke anvendt: idx 26, 27, 36, 18.

Driver ankrer på file_text_verbatim, aldri linjenummer, og avbryter uten
å skrive ved tvetydig anker, ikke-sletting eller ny ordform. 11 tester.
Suite 1032/1032. [skip-docs]
2026-08-03 20:40:08 +02:00
..
ab-testing-llm-applications.md feat(ms-ai-architect): Spor 1 — Port-1-substrat migrert på 4 ikke-advisor-skills (243 Source + 327 Type + 325 TOC + stale-verified poison fjernet) [skip-docs] 2026-07-04 10:19:11 +02:00
automated-retraining-pipelines.md feat(ms-ai-architect): Spor 1 — Port-1-substrat migrert på 4 ikke-advisor-skills (243 Source + 327 Type + 325 TOC + stale-verified poison fjernet) [skip-docs] 2026-07-04 10:19:11 +02:00
azure-ml-pipelines-orchestration.md feat(ms-ai-architect): Spor 1 — Port-1-substrat migrert på 4 ikke-advisor-skills (243 Source + 327 Type + 325 TOC + stale-verified poison fjernet) [skip-docs] 2026-07-04 10:19:11 +02:00
ci-cd-for-ml-models.md feat(ms-ai-architect): Spor 1 — Port-1-substrat migrert på 4 ikke-advisor-skills (243 Source + 327 Type + 325 TOC + stale-verified poison fjernet) [skip-docs] 2026-07-04 10:19:11 +02:00
cost-optimization-mlops-pipelines.md feat(ms-ai-architect): R22 decision-b Enhet 3 — Status-backfill 25 none + ai-act dual-header-dedup 4 (Missing Status/Last-updated 29+4→0) [skip-docs] 2026-07-07 07:45:27 +02:00
data-drift-monitoring-detection.md feat(ms-ai-architect): Spor 1 — Port-1-substrat migrert på 4 ikke-advisor-skills (243 Source + 327 Type + 325 TOC + stale-verified poison fjernet) [skip-docs] 2026-07-04 10:19:11 +02:00
feedback-loops-continuous-improvement.md fix(ms-ai-architect): R11 — første korpus-edit; 4 ratifiserte O2-subtraksjoner anvendt (idx 17, 19, 33, 14-redusert) 2026-08-03 20:40:08 +02:00
genaiops-llm-specific-practices.md fix(ms-ai-architect): Enhet 3b — dedup dual-**Dato:** i 5 mlops-genaiops-filer (Created-relabel/drop, git-verifisert) [skip-docs] 2026-07-16 20:38:24 +02:00
governance-audit-ml-operations.md feat(ms-ai-architect): R22 decision-b Enhet 3 — Status-backfill 25 none + ai-act dual-header-dedup 4 (Missing Status/Last-updated 29+4→0) [skip-docs] 2026-07-07 07:45:27 +02:00
inferencing-optimization-caching.md feat(ms-ai-architect): R22 decision-b Enhet 3 — Status-backfill 25 none + ai-act dual-header-dedup 4 (Missing Status/Last-updated 29+4→0) [skip-docs] 2026-07-07 07:45:27 +02:00
infrastructure-as-code-mlops.md feat(ms-ai-architect): R22 decision-b Enhet 3 — Status-backfill 25 none + ai-act dual-header-dedup 4 (Missing Status/Last-updated 29+4→0) [skip-docs] 2026-07-07 07:45:27 +02:00
llm-evaluation-production.md feat(ms-ai-architect): R22 decision-b Enhet 3 — Status-backfill 25 none + ai-act dual-header-dedup 4 (Missing Status/Last-updated 29+4→0) [skip-docs] 2026-07-07 07:45:27 +02:00
mlops-fundamentals-overview.md feat(ms-ai-architect): Spor 1 — Port-1-substrat migrert på 4 ikke-advisor-skills (243 Source + 327 Type + 325 TOC + stale-verified poison fjernet) [skip-docs] 2026-07-04 10:19:11 +02:00
mlops-security-access-control.md fix(ms-ai-architect): Enhet 3b — dedup dual-**Dato:** i 5 mlops-genaiops-filer (Created-relabel/drop, git-verifisert) [skip-docs] 2026-07-16 20:38:24 +02:00
mlops-teams-collaboration-tools.md feat(ms-ai-architect): R22 decision-b Enhet 3 — Status-backfill 25 none + ai-act dual-header-dedup 4 (Missing Status/Last-updated 29+4→0) [skip-docs] 2026-07-07 07:45:27 +02:00
model-deployment-strategies-azure.md fix(ms-ai-architect): Enhet 3b — dedup dual-**Dato:** i 5 mlops-genaiops-filer (Created-relabel/drop, git-verifisert) [skip-docs] 2026-07-16 20:38:24 +02:00
model-drift-performance-degradation.md feat(ms-ai-architect): Spor 1 — Port-1-substrat migrert på 4 ikke-advisor-skills (243 Source + 327 Type + 325 TOC + stale-verified poison fjernet) [skip-docs] 2026-07-04 10:19:11 +02:00
model-evaluation-frameworks.md feat(ms-ai-architect): Spor 1 — Port-1-substrat migrert på 4 ikke-advisor-skills (243 Source + 327 Type + 325 TOC + stale-verified poison fjernet) [skip-docs] 2026-07-04 10:19:11 +02:00
model-versioning-registry-management.md feat(ms-ai-architect): Spor 1 — Port-1-substrat migrert på 4 ikke-advisor-skills (243 Source + 327 Type + 325 TOC + stale-verified poison fjernet) [skip-docs] 2026-07-04 10:19:11 +02:00
monitoring-observability-ml-systems.md feat(ms-ai-architect): R22 decision-b Enhet 3 — Status-backfill 25 none + ai-act dual-header-dedup 4 (Missing Status/Last-updated 29+4→0) [skip-docs] 2026-07-07 07:45:27 +02:00
prompt-flow-production-deployment.md feat(ms-ai-architect): R7.1 — judge-pass 45/45 komplett (544 claims; 2 pass, 43 flagged, 152 flagg; v3.1-judge ORDRETT, Opus 4.8 xhigh-fanout; 2 pass-records born-verified stemplet) [skip-docs] 2026-07-23 22:02:38 +02:00
responsible-ai-mlops-integration.md feat(ms-ai-architect): R22 decision-b Enhet 3 — Status-backfill 25 none + ai-act dual-header-dedup 4 (Missing Status/Last-updated 29+4→0) [skip-docs] 2026-07-07 07:45:27 +02:00