chore(ms-ai-architect): refresh KB medium-bucket — 74 files [skip-docs]
KB-currency refresh (medium priority, 2026-06-19) via /architect:kb-update. 74 medium-prioritets filer re-verifisert mot Microsoft Learn (MCP) — delegert til 15 parallelle Opus-subagenter (3 bølger) gruppert etter delt kilde, med disjunkte fil-sett. Verifisert i hovedkontekst (scope-sjekk + diff-review av de faktatunge gruppene + tester). Hovedendringer (faktuelle korreksjoner + currency): - Azure AI Search semantic ranker: TILGJENGELIG PÅ ALLE TIERS (også Free/Basic m/ gratis månedlig kvote) — gammel KB sa feilaktig "kun S1+". Korrigert i tier-tabell, anti-patterns og beslutningstabell (azure-ai-search-setup). - APIM score-threshold = DISTANSE (lavere = strengere): tuning-tabellen i rag-caching-optimization hadde retningen baklengs — invertert til korrekt. - Agentic retrieval GA/preview-nyanse presisert (hovedkontekst-korreksjon mot agentic-retrieval-how-to-migrate): GA via REST 2026-04-01 returnerer EKSTRAKTIV grounding (references + activity), IKKE syntetiserte svar. Answer synthesis, ikke-minimal reasoning effort (LLM query planning) og multi-turn messages forblir preview (2026-05-01-preview). Subagent hadde overforenklet til "hele kjernepipelinen GA"; rettet i agentic-rag-patterns + citation-tracking. - Copilot Studio modell-tabeller (platforms/copilot-studio): fjernet Claude Opus 4.5 + GPT-5.2 (borte fra kilde), lagt til Claude Sonnet 4.6/Opus 4.6 (GA), Opus 4.7 + Mistral Medium 3.5 (experimental); GPT-5 Reasoning/Auto = preview; A2A GA (apr 2026). - Computer Use (CUA): Copilot Studio GA 2026-05-07; 4 modeller m/ tier/status (OpenAI CUA + Sonnet 4.5 GA, Sonnet 4.6 + Opus 4.6 experimental); 5 credits/ steg standard, 15 premium; US-only region-krav FJERNET i GA-dok; Cloud PC pool + Hosted browser + bring-your-own-machine. - Azure AI Search REST API-versjoner bumpet: 2025-09-01 -> 2026-04-01 (stabil), 2025-11-01-preview -> 2026-05-01-preview (hybrid-search, rag-security-rbac, chunking). - Power Automate-integrasjon: trigger "Run a flow from Copilot" -> "When an agent calls the flow"; App Service innebygd MCP (preview) lagt til. - M365 Copilot-manifest v1.26 -> v1.28 (GA, mai) / v1.29 dokumentert (juni); "Tenant graph grounding" -> "Work IQ". - Speech fast transcription 2t/300MB -> 5t/500MB; multilingual 14 -> 15 locales (+ pt-BR). Content Understanding reasoning preview -> GA (v1.0, 2025-11-01). - Security Copilot E5 -> E5+E7. Død Databricks-URL ci-cd/best-practices -> ci-cd/flows. Prompt Flow retirement (2027-04-20 -> MAF) notert der den presenteres som go-forward. Gateway-topologi-tabell-feil rettet. - Alle 74 Last updated -> 2026-06-19. Discovery ikke kjørt (historisk kun Databricks-støy) -> 389-telling uendret, ingen resync. 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
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# Monitoring and Alerting for Failover Detection
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**Last updated:** 2026-04
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**Last updated:** 2026-06-19
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**Status:** GA
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**Category:** Business Continuity & Disaster Recovery
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## Application Insights for AI-agenter i BCDR-kontekst *(Verified MCP 2026-04)*
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## Application Insights for AI-agenter i BCDR-kontekst *(Verified MCP 2026-06-19)*
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Azure Monitor Application Insights tilbyr nå dedikert støtte for AI-agenter via **Agent details view**, som er kritisk for failover-deteksjon i agent-baserte AI-systemer.
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@ -427,7 +427,7 @@ Azure Monitor Application Insights tilbyr nå dedikert støtte for AI-agenter vi
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| **Live metrics** | Sanntids health under failover-scenarier |
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| **Availability tests** | Automatisk helsesjekk av agent-endepunkter |
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### Instrumenteringsveiledning per agent-plattform (Verified MCP 2026-04)
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### Instrumenteringsveiledning per agent-plattform (Verified MCP 2026-06-19)
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- **Azure AI Foundry-agenter:** Start med [tracing setup i Foundry](https://learn.microsoft.com/azure/foundry/observability/how-to/trace-agent-setup). Koble Application Insights til Foundry-prosjektet for automatisk tracing. Kan også bruke Azure Monitor OpenTelemetry Distro med Foundry SDK.
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- **Copilot Studio-agenter:** Konfigurer built-in telemetri-eksport til App Insights via innstillinger i Copilot Studio.
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- [Monitor Azure OpenAI](https://learn.microsoft.com/en-us/azure/foundry-classic/openai/how-to/monitor-openai) — OpenAI monitoring og alerting
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- [Monitor Azure AI Search](https://learn.microsoft.com/en-us/azure/search/monitor-azure-cognitive-search) — AI Search monitoring
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- [Azure Monitor alerts overview](https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-overview) — Alert-rammeverk *(Verified MCP 2026-04)* — Stateful vs. stateless alerts. **Simple Log Search Alerts** (GA) for per-row KQL evaluering — raskere varsling enn tradisjonelle log alerts. **Query-based metric alerts** for Prometheus/OTel (public preview). Alerts stored 30 dager. Fired instances er read-only. Alert processing rules for suppression ved planlagt vedlikehold. **Azure Monitor Baseline Alerts** (`aka.ms/amba`) for policy-basert alerting i skala via Azure Policy.
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- [Azure Monitor alerts overview](https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-overview) — Alert-rammeverk *(Verified MCP 2026-06-19)* — Stateful vs. stateless alerts. **Simple Log Search Alerts** (GA) for per-row KQL evaluering — raskere varsling enn tradisjonelle log alerts. **Query-based metric alerts** for Prometheus/OTel (public preview). Alerts stored 30 dager. Fired instances er read-only. Alert processing rules for suppression ved planlagt vedlikehold. **Azure Monitor Baseline Alerts** (`aka.ms/amba`) for policy-basert alerting i skala via Azure Policy.
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- [Health modeling and observability of mission-critical workloads](https://learn.microsoft.com/en-us/azure/well-architected/mission-critical/mission-critical-health-modeling) — Health modeling
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- [Application Insights overview](https://learn.microsoft.com/en-us/azure/azure-monitor/app/app-insights-overview) — APM for applikasjoner *(Verified MCP 2026-04)* — OpenTelemetry (OTel) er primær instrumentering. AI-agenter støttes via Agents-tab i getting started. Azure Functions støtter OTel via `"telemetryMode": "OpenTelemetry"` i `host.json`. Nye views: **Agent details view** (Foundry, Copilot Studio, tredjeparts), **SDK Stats** (exporter success/drop metrics), **Dashboards with Grafana** (direkte i Azure portal). Evaluations: batch (local/cloud/portal) og continuous (produksjonstraffic). Classic API SDKs migreres til OTel — se migrasjonsveiledning. Fired alert instances er nå read-only (kan ikke editeres etter at de er trigget).
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- [Application Insights overview](https://learn.microsoft.com/en-us/azure/azure-monitor/app/app-insights-overview) — APM for applikasjoner *(Verified MCP 2026-06-19)* — OpenTelemetry (OTel) er primær instrumentering. AI-agenter støttes via Agents-tab i getting started. Azure Functions støtter OTel via `"telemetryMode": "OpenTelemetry"` i `host.json`. Nye views: **Agent details view** (Foundry, Copilot Studio, tredjeparts), **SDK Stats** (exporter success/drop metrics), **Dashboards with Grafana** (direkte i Azure portal). Evaluations: batch (local/cloud/portal) og continuous (produksjonstraffic). Classic API SDKs migreres til OTel — se migrasjonsveiledning. Fired alert instances er nå read-only (kan ikke editeres etter at de er trigget).
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- [Azure Service Health](https://learn.microsoft.com/en-us/azure/service-health/overview) — Azure-tjenestestatus
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## For Cosmo
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