feat(ms-ai-architect): decision-b Enhet 1 — dialekt-relabel 51 filer (Kategori→Category + Sist oppdatert→Last updated), 73 byte-eksakte swaps [skip-docs]
Ren value-preserving label-relabel av de to norske header-labelene til engelsk på 51 ref-filer (22 bærer begge). Ny testet ren primitiv relabelHeaderDialect() (header-blokk-scoped, kollisjons-/multiforekomst-guard) + manifest-drevet driver relabel-dialect.mjs (frosset 51-fil-manifest, hard per-fil-invariant, idempotent, isMain-guard). **Dato:** bevisst UTE (body-template-felle → Enhet 2). Premiss-korreksjon i roadmap R22: tredje Dato-dialekt (16), 0 bold-duplikater (ikke 4), 1 datoløs (ikke 5), category-none = vindus-artefakt. test-relabel-dialect 11/11; diff +73/-73 0 linjer utover label; suite 782/782 exit 0.
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# Anomaly Detection for AI Systems
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**Dato:** 5. februar 2026
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**Kategori:** Monitoring & Observability
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**Category:** Monitoring & Observability
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**Målgruppe:** AI-arkitekter, DevOps-team, MLOps-ingeniører
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**Type:** reference
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**Source:** https://learn.microsoft.com/azure/ai-services/anomaly-detector/overview
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# Application Insights for LLM Monitoring
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**Kategori:** Monitoring & Observability
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**Category:** Monitoring & Observability
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**Dato:** 2026-02-05
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**Status:** Komplett
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**Type:** reference
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# Azure Monitor Setup and Configuration for AI Workloads
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**Kategori:** Monitoring & Observability
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**Sist oppdatert:** 2026-02-05
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**Category:** Monitoring & Observability
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**Last updated:** 2026-02-05
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**Gjelder for:** Azure OpenAI, Azure AI Services, Azure AI Search, Microsoft Foundry
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**Type:** reference
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# Custom Dashboards for AI Operations
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**Kategori:** Monitoring & Observability
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**Sist oppdatert:** 2026-06-19 | Verified: MCP 2026-06-19
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**Category:** Monitoring & Observability
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**Last updated:** 2026-06-19 | Verified: MCP 2026-06-19
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**Brukes av:** Cosmo Skyberg, Microsoft AI Solution Architect
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**Type:** reference
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**Source:** https://learn.microsoft.com/azure/azure-monitor/visualize/workbooks-overview
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# Distributed Tracing for AI Pipelines
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**Kategori:** Monitoring & Observability
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**Category:** Monitoring & Observability
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**Dato:** 2026-06-19
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**Status:** ✅ Komplett
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**Type:** reference
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# Log Analytics KQL Queries for AI
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**Kategori:** Monitoring & Observability
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**Category:** Monitoring & Observability
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**Dato:** 2026-05
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**Forfatter:** Cosmo Skyberg, AI Solution Architect
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**Type:** reference
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# Token Usage Tracking and Attribution
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**Kategori:** Monitoring & Observability
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**Category:** Monitoring & Observability
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**Dato:** 2026-06-19
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**Versjon:** 1.0
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**Type:** reference
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