docs(architect): weekly KB update — 106 files refreshed (2026-04)

Updates across all 5 skills: ms-ai-advisor, ms-ai-engineering,
ms-ai-governance, ms-ai-security, ms-ai-infrastructure.

Key changes:
- Language Services (Custom Text Classification, Text Analytics, QnA):
  retirement warning 2029-03-31, migration guides to Foundry/GPT-4o
- Agentic Retrieval: 50M free reasoning tokens/month (Public Preview)
- Computer Use: Claude Sonnet 4.5 (preview) + OpenAI CUA models
- Agent Registry: Risks column (M365 E7), user-shared/org-published types
- Declarative agents: schema v1.5 → v1.6, Store validation requirements
- MLflow 3: 13 built-in LLM judges, production monitoring, Genie Code
- AG-UI HITL: ApprovalRequiredAIFunction (C#) + @tool(approval_mode) (Python)
- Entra ID Ignite 2025: Agent ID Admin/Developer RBAC roles, Conditional Access
- Security Copilot: 400 SCU/month per 1000 M365 E5 licenses, auto-provisioned
- Fast Transcription API: phrase lists, 14-language multi-lingual transcription
- Azure Monitor Workbooks: Bicep support, RBAC specifics
- Power Platform Copilot: data residency (Norway/Europe → EU DB, Bing → USA)
- RAG security-rbac: 4-approach table (GA + 3 preview access control methods)
- IaC MLOps: Well-Architected OE:05 principles, Bicep/Terraform patterns
- Translator: image file batch translation Preview (JPEG/PNG/BMP/WebP)

All 106 files: Last updated 2026-04 | Verified: MCP 2026-04

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

skills/ms-ai-advisor/references/copilot-extensibility/copilot-orchestration-multi-agent.md

@@ -1,6 +1,6 @@
 # Multi-Agent Orchestration in Copilot
 
-**Last updated:** 2026-02
+**Last updated:** 2026-04 | Verified: MCP 2026-04-10
 **Status:** Generally Available (GA)
 **Category:** Copilot Extensibility & Integration
 
@@ -37,6 +37,11 @@ Når generative orchestration er aktivert, bruker agenten store språkmodeller t
 - Navn på agent/topic/tool
 - Input/output parametere og deres beskrivelser
 
+**Avanserte kontrollmuligheter (generativ modus):**
+- **Avbryte plan**: Bruk **"End all topics"**-node i et topic for å kansellere gjenværende steg i orchestratorens plan
+- **Samtalehistorikk**: Agenter bruker nylig samtalehistorikk som kontekst. For å nullstille: bruk **"Clear variable values"**-node med alternativet "Conversation history for the current session"
+- **Topic-triggere**: `AI response generated` (agenten genererer svar) og `Plan complete` (alle planlagte steg utført) gir finkornet kontroll
+
 ### Agent-komponenter (Microsoft Agent Framework)
 
 For pro-code utvikling tilbyr Agent Framework:
@@ -204,8 +209,20 @@ var result = await workflow.RunAsync("Write an article about AI safety");
 
 - Agenter bygget i Copilot Studio kan publiseres som **declarative agents** i M365 Copilot
 - M365 Copilot bruker sin egen orchestrator, men agent kan ha egne instructions, knowledge og actions
-- Governance håndteres via **Microsoft 365 admin center** (enable/disable/assign/block agents)
+- Governance håndteres via **Microsoft 365 admin center** (enable/disable/assign/block agents) under **Agents**-seksjonen i Copilot Control System
 - Agent pinning: Microsoft-pinned, admin-pinned, user-pinned
+- **AI Admin**-rollen gir dedikert, lavprivilegert administratortilgang for agent-styring (anbefalt fremfor Global Admin)
+
+**Agent-typer som kan administreres (Verified):**
+- **Publisert av org**: Predefinerte instruksjoner og actions — må gjennom admin approval
+- **Delt av bruker**: Opprettet via Copilot Studio eller Agent Builder
+- **Microsoft-agenter**: Innebygd i M365-tjenester (Researcher, Analyst etc.)
+- **Eksterne partner-agenter**: Fra ISV-er
+- **Frontier agents** (eksperimentelle):
+  - **App Builder agent**: Kan bygge Power Apps via Copilot
+  - **Workflows agent**: Lager flows i Copilot — lagres i default environment
+
+**Microsoft Agent 365** er den nye kontrollplanen for alle AI-agenter (uavhengig av hvor de er bygd), tilgjengelig via M365 admin center.
 
 **Nøkkel-policy:**
 - Agents arver M365 Copilots security, privacy og compliance
@@ -413,27 +430,27 @@ Triage: "Jeg ser du har spørsmål om barnetrygd.
 
 1. **Multi-agent patterns:**
    https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/multi-agent-patterns
-   (Verified: 2026-02)
+   (Verified: 2026-04)
 
 2. **Generative orchestration:**
    https://learn.microsoft.com/en-us/microsoft-copilot-studio/advanced-generative-actions
-   (Verified: 2026-02)
+   (Verified: 2026-04)
 
 3. **Agents for M365 Copilot:**
    https://learn.microsoft.com/en-us/microsoft-365-copilot/extensibility/agents-overview
-   (Verified: 2026-02)
+   (Verified: 2026-04)
 
 4. **Agent Framework Handoff:**
    https://learn.microsoft.com/en-us/agent-framework/user-guide/workflows/orchestrations/handoff
-   (Verified: 2026-02)
+   (Verified: 2026-04)
 
 5. **Agent governance (M365 admin):**
    https://learn.microsoft.com/en-us/microsoft-365/admin/manage/manage-copilot-agents-integrated-apps
-   (Verified: 2026-02)
+   (Verified: 2026-04)
 
 6. **Agent security & compliance:**
    https://learn.microsoft.com/en-us/copilot/microsoft-365/agent-essentials/agent-essentials-overview
-   (Verified: 2026-02)
+   (Verified: 2026-04)
 
 ### Konfidensnivå per seksjon