docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer)

Verifisert mot offisiell MS-doc (juni 2026): «Microsoft Foundry» er det
gjeldende produkt-/portalnavnet; «Foundry (classic)» = gamle «Azure AI Foundry»
(/azure/foundry/ vs /azure/foundry-classic/). Premiss bekreftet før sveip.

Multi-regel, IKKE naiv s/Azure AI Foundry/Microsoft Foundry/ — MS dropper
«Azure AI» (legger IKKE til «Microsoft») for to produktvarianter:
- «Azure AI Foundry Agent[ Service|s]» → «Foundry Agent Service/Agents» (MS-form)
- «Azure AI Foundry Models» → «Foundry Models» (i «Azure OpenAI in Foundry Models»)
- «Azure AI Foundry SDK» → «Microsoft Foundry SDK» (operatør-valg)
- «Azure AI Foundry portal/project» + generisk → «Microsoft Foundry»
- Pre-eksisterende «Microsoft Foundry Models» (4) normalisert → «Foundry Models»

Bevart: «Azure OpenAI», «Azure AI Inference SDK», «Azure AI Search»,
«Azure AI Services», kode-IDer. Historisk ref «(tidligere Azure AI Foundry)»
i model-catalog-2026.md beskyttet via lookbehind. URL /azure/ai-foundry/→
/azure/foundry/ kun i owasp-llm-top10 (KB-ref); docs/-filer deferred.

Scope: skills (inkl. 3 SKILL.md) + commands + agents + README + CLAUDE.
Ekskludert: docs/ (interne), playground/+tests/ fixtures (testdata),
CHANGELOG.md (historisk logg), STATE.md (gitignored).

3 SKILL.md endret (advisor/engineering/security) → judge-cache teknisk
invalidert for disse, men scorer uendret: advisor 91, eng/gov/infra/sec 96
(alle ≥90). validate 239/0. 0 «Azure AI Foundry» igjen (utenom bevart ref).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

agents/architecture-review-agent.md

@@ -191,7 +191,7 @@ Use `microsoft_docs_search` to verify:
 Example queries:
 - "Azure Well-Architected Framework AI workloads"
 - "Copilot Studio governance best practices"
-- "Azure AI Foundry security configuration"
+- "Microsoft Foundry security configuration"
 
 ### 4. Assess Each Dimension
 For each of the 6 dimensions:

agents/cost-estimation-agent.md

@@ -20,7 +20,7 @@ You are a Microsoft AI cost analyst specializing in estimating and comparing cos
 
 ## Your Mission
 
-Provide accurate, comprehensive cost estimates for Microsoft AI solutions including Azure AI Foundry, Copilot Studio, Power Platform AI, and M365 Copilot. Always present costs in Norwegian Kroner (NOK) and clearly distinguish between verified and estimated pricing.
+Provide accurate, comprehensive cost estimates for Microsoft AI solutions including Microsoft Foundry, Copilot Studio, Power Platform AI, and M365 Copilot. Always present costs in Norwegian Kroner (NOK) and clearly distinguish between verified and estimated pricing.
 
 ## Cost Estimation Process
 

agents/license-mapper-agent.md

@@ -65,7 +65,7 @@ For each license type provided:
 5. AI Builder (document processing, prediction, text)
 6. Power Automate AI features
 7. Azure OpenAI Service
-8. Azure AI Foundry
+8. Microsoft Foundry
 9. Azure AI Search
 10. Microsoft Agent Framework
 

agents/onboarding-agent.md

@@ -103,7 +103,7 @@ After answers, write `security-compliance.md` to the data directory.
 **Hint — typisk relevant / sjelden relevant:** Del med brukeren før spørsmålene: «Ikke bestemt» / «Ikke definert» er fullgode svar tidlig — rådene tilpasses da bredere. Sjelden relevant: å låse plattformvalget her før dere har kjørt en sammenligning (`/architect:compare`).
 
 Collect:
-- **Foretrukket plattform for AI:** Use AskUserQuestion with options: Azure AI Foundry, Copilot Studio, Power Platform/AI Builder, Semantic Kernel, Ikke bestemt
+- **Foretrukket plattform for AI:** Use AskUserQuestion with options: Microsoft Foundry, Copilot Studio, Power Platform/AI Builder, Semantic Kernel, Ikke bestemt
 - **Integrasjonsbehov:** Use AskUserQuestion with multiSelect: Microsoft 365, SharePoint, Dynamics 365, SAP, Fagsystemer, REST API-er, Annet
 - **Budsjettramme for AI-initiativer (årlig):** Use AskUserQuestion with options: <500k NOK, 500k-2M NOK, 2M-10M NOK, >10M NOK, Ikke definert