docs(architect): weekly KB update — 66 files refreshed (2026-04)

Updated 66 stale knowledge base reference files (10 critical, 56 high)
across all 5 skills using Microsoft Learn MCP research.

Key factual updates:
- Groundedness Detection API: `correction` → `mitigating` param,
  `correctedText` → `correctionText` (breaking change)
- Copilot Studio: GPT-4.1 mini now default (was GPT-4o mini);
  Claude Sonnet 4.5 + Opus 4.5 added (experimental, 200K ctx)
- Agentic Retrieval: still public preview; 50M free tokens/month
- Azure security baselines: "Cognitive Services" → "Foundry Tools"
- Databricks: Delta Live Tables → Lakeflow Spark Declarative Pipelines
- MLflow 3 GenAI: new Feedback/Expectation data model
- Token tracking doc: "Azure OpenAI in Foundry Models through a gateway"
- Agent Registry: Risks column (M365 E7), Graph API (preview)
- Copilot DLP: new Entra AI Admin + Purview Data Security AI Admin roles
- ISO/IEC 42001: scope expanded to M365 Copilot, Foundry, Security Copilot
- Zero Trust: CAE now via Conditional Access, Strict Location Enforcement
- Purview: new Fabric Copilots/agents governance section
- AG-UI HITL: ApprovalRequiredAIFunction (C#), @tool approval_mode (Python)

All files: Last updated → 2026-04, *(Verified MCP 2026-04)* markers added.
Build registry: 1341 URLs from 387 files (+2 new URLs).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
Kjell Tore Guttormsen 2026-04-09 22:41:26 +02:00
commit ad8a411f38
73 changed files with 727 additions and 301 deletions

View file

@ -1,6 +1,6 @@
# Cost Models - Microsoft AI Platforms
**Last updated:** 2026-01 (research via microsoft-learn MCP)
**Last updated:** 2026-04 (research via microsoft-learn MCP)
**Disclaimer:** Prices change frequently. Always verify at azure.microsoft.com/pricing
---
@ -110,6 +110,8 @@ Fra november 2024 er **Copilot Credits** felles valuta på tvers av Copilot Stud
- Når forbruk > 125% av prepaid capacity → agenter stenges
- Løsning: Kjøp mer capacity, realoker eksisterende, eller aktiver pay-as-you-go
**Agent flow enforcement (separat mekanisme):** Agent flow enforcement er atskilt fra generell agent enforcement. Når flow-grensen nås, blokkeres nye agent flow-kjøringer — eksisterende agenter deaktiveres ikke. Verified (MCP 2026-04).
---
## Microsoft 365 Copilot
@ -579,7 +581,7 @@ Azure AI Foundry er en **orkestreringsplattform** som benytter flere Azure-tjene
**Dokumentasjon:**
- [Azure OpenAI Cost Management](https://learn.microsoft.com/azure/ai-foundry/openai/how-to/manage-costs)
- [Copilot Studio Billing](https://learn.microsoft.com/microsoft-copilot-studio/requirements-messages-management)
- [Copilot Studio Billing and management](https://learn.microsoft.com/microsoft-copilot-studio/billing-rates-and-management) — Verified (MCP 2026-04)
- [AI Builder Credit Management](https://learn.microsoft.com/ai-builder/credit-management)
---
@ -587,4 +589,5 @@ Azure AI Foundry er en **orkestreringsplattform** som benytter flere Azure-tjene
## Versjonshistorikk
- **2026-01:** Opprettet (basert på microsoft-learn MCP research)
- **2026-04:** Oppdatert — agent flow enforcement, billing URL oppdatert (Verified MCP 2026-04)
- **Disclaimer:** Priser endres hyppig; verifiser alltid via offisielle kilder før budsjettbeslutninger.