ms-ai-architect/skills/ms-ai-engineering/references/azure-ai-services
Kjell Tore Guttormsen 41b390b38d chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs]
KB-currency refresh (critical priority, 2026-06-19) via /architect:kb-update.
15 critical cost/arkitektur-filer re-verifisert mot Microsoft Learn (MCP).

Hovedendringer:
- Azure AI Search Serverless (Preview) prismodell (rag-cost, rag-query,
  vector-storage, rag-enterprise-scale)
- Agentic retrieval GA-split (2026-04-01 REST GA, portal preview) + Foundry IQ
- AI gateway multi-provider (Anthropic v2 / Google Vertex), unified model API
  (preview), Foundry-integrasjon (enterprise-arch, ai-services-cost,
  multi-model, cost-tracking)
- FOCUS-skjema + Cost Mgmt -> ADLS Gen2 -> Fabric -> Power BI pipeline
  (cost-management, cost-allocation)
- FinOps hub AI-agent via Azure MCP / Copilot Studio (budget-forecasting)
- OTel trace-based sampling for logs (observability)
- Korreksjoner: semantic-cache score-threshold = AVSTAND (0.15, ikke 0.85
  cosine-likhet); llm-emit-token-metric maks 5 custom dimensions;
  Foundry RBAC-renames (Owner/Contributor = kun mgmt); Researcher/Analyst er
  ikke agenter
- Alle 15 Last updated -> 2026-06-19

High-bucket (49 filer) UTSATT til egen sesjon (operatoer-valg).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01REiKFhP4w6xGXXqWKpPCJJ
2026-06-19 06:22:48 +02:00
..
ai-services-api-best-practices.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
ai-services-cost-optimization.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
ai-services-enterprise-architecture.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
ai-services-governance-compliance.md chore(ms-ai-architect): KB refresh complete — 23 files (high batch 2) [skip-docs] 2026-05-05 14:52:42 +02:00
ai-services-monitoring-logging.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
ai-services-networking-security.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
ai-services-vs-foundry-tools-selection.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
azure-ai-vision-image-analysis.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
azure-ai-vision-ocr-processing.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
content-understanding-multimodal-analysis.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
document-intelligence-custom-models.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
document-intelligence-prebuilt-models.md chore(privacy): scrub real-org references from plugin internals (phase 2) 2026-05-03 04:28:15 +02:00
language-services-custom-text-classification.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00
language-services-question-answering.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00
language-services-text-analytics.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00
speech-services-speaker-recognition.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
speech-services-speech-to-text.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00
speech-services-text-to-speech.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
translator-custom-neural-models.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
translator-document-translation.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00