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feat(ms-ai-architect): R7.2 stempling — 9/11 pass born-verified etter re-judge-gate; 2 diskvalifisert → flagged (R11) [skip-docs]

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Re-judge-gate (frossen v3.1, 11 blinde Opus-4.8-xhigh subagenter, live MS Learn-fetch,
G6 Layer A dekket alle fetches). Kvalitetsgate på irreversibelt steg: born-verified stempel
krever TO uavhengige alt-grounded pass.

9 ENIGHET (alle claims grounded) → stemplet Verified 2026-07-24 / judge-v3.1:
  apim-azure-front-door-ai, apim-vs-direct-access-comparison, cost-tracking-apim-policies,
  developer-portal-ai-apis, multi-region-ai-gateway-design, streaming-support-apim,
  versioning-ai-api-endpoints, data-versioning-lineage, real-time-streaming-ai

2 UENIGHET (≥1 non-grounded) → pass→flagged, IKKE stemplet (R11 work-list):
  - security-hardening-ai-gateway: #2 source_silent («20+ security policies» usourcet),
    #7 not_grounded R8 (feature = Prompt Injection Protection, ikke «Prompt Shields»;
    indirekte injection-deteksjon ikke dekket)
  - etl-vs-elt-ai: #2 not_grounded R8 (Gold-lag = curated for reports/dashboards, ikke ML-features)

Gaten fanget gull/judge-run-uenighet (jf. gull-friskhet kan invertere adopsjon). Ledger:
94 records, R7.2 9 pass / 40 flagged (validateManifest valid). Stempel = kun Verified/
Verified by-header (body byte-identisk, per-fil invariant-sjekket, atomicWrite). Suite 947/947.
This commit is contained in:
Kjell Tore Guttormsen 2026-07-24 20:14:45 +02:00
commit 2935039f44
10 changed files with 2589 additions and 817 deletions
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scripts/kb-eval/data/judge-pass-manifest.json
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skills/ms-ai-engineering/references/api-management/apim-azure-front-door-ai.md
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**Category:** API Management & AI Gateway
**Type:** reference
**Source:** https://learn.microsoft.com/azure/frontdoor/front-door-overview
**Verified:** 2026-07-24
**Verified by:** judge-v3.1
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skills/ms-ai-engineering/references/api-management/apim-vs-direct-access-comparison.md
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**Category:** API Management & AI Gateway
**Type:** reference
**Source:** https://learn.microsoft.com/azure/api-management/genai-gateway-capabilities
**Verified:** 2026-07-24
**Verified by:** judge-v3.1
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skills/ms-ai-engineering/references/api-management/cost-tracking-apim-policies.md
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**Category:** API Management & AI Gateway
**Type:** reference
**Source:** https://learn.microsoft.com/azure/cost-management-billing/costs/overview-cost-management
**Verified:** 2026-07-24
**Verified by:** judge-v3.1
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skills/ms-ai-engineering/references/api-management/developer-portal-ai-apis.md
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**Category:** API Management & AI Gateway
**Type:** reference
**Source:** https://learn.microsoft.com/azure/api-management/developer-portal-overview
**Verified:** 2026-07-24
**Verified by:** judge-v3.1
---

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skills/ms-ai-engineering/references/api-management/multi-region-ai-gateway-design.md
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**Category:** API Management & AI Gateway
**Type:** reference
**Source:** https://learn.microsoft.com/azure/foundry/foundry-models/concepts/deployment-types
**Verified:** 2026-07-24
**Verified by:** judge-v3.1
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skills/ms-ai-engineering/references/api-management/streaming-support-apim.md
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**Category:** API Management & AI Gateway
**Type:** reference
**Source:** https://learn.microsoft.com/azure/api-management/genai-gateway-capabilities
**Verified:** 2026-07-24
**Verified by:** judge-v3.1
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skills/ms-ai-engineering/references/api-management/versioning-ai-api-endpoints.md
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**Category:** API Management & AI Gateway
**Type:** reference
**Source:** https://learn.microsoft.com/azure/api-management/genai-gateway-capabilities
**Verified:** 2026-07-24
**Verified by:** judge-v3.1
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skills/ms-ai-engineering/references/data-engineering/data-versioning-lineage.md
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**Category:** Data Engineering for AI
**Type:** reference
**Source:** https://learn.microsoft.com/fabric/governance/lineage
**Verified:** 2026-07-24
**Verified by:** judge-v3.1
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skills/ms-ai-engineering/references/data-engineering/real-time-streaming-ai.md
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**Category:** Data Engineering for AI
**Type:** reference
**Source:** https://learn.microsoft.com/fabric/real-time-intelligence/overview
**Verified:** 2026-07-24
**Verified by:** judge-v3.1
---