fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer)

Task #5 del 1/3 (URL-migrering). Verifiseringen motbeviste STATE.md-premisset om ren prefix-swap: rebrand er per-URL, ikke mekanisk. En blind sed ai-foundry→foundry ville lagd 56 nye 404-er (classic-stiene finnes ikke under nytt foundry/-prefiks — bekreftet empirisk).

Metode: resolverte alle 237 unike KB-URLer mot live redirects (curl -L), bygde full-URL→full-URL-mapping fra faktisk url_effective. Bevarer locale-form, query (?view=) og #fragment per lenke.

- 231 navnerom-erstatninger over 141 filer (408 forekomster):
  - 161 → azure/foundry/ (98 ren prefix-swap + 10 sti-reorg + reorg-tilfeller)
  - 69 → azure/foundry-classic/ (eldre hub-spor: assistants, hub-DR, on-your-data; faktisk redirect-mål per operatorvalg)
  - 1 → azure/foundry-local/

- 2 døde lenker (404) fikset til verifiserte mål:
  - agent-service → azure/foundry/agents/overview
  - concepts/evaluation-evaluators/ → azure/foundry/how-to/evaluate-generative-ai-app

- 5 path-/display-referanser (uten https://, i backticks/lenketekst) rettet manuelt.

- 6 slug-baserte ai-foundry-treff urørt (scope-grense): managed-grafana-dashboard, security-baseline, power-platform prompt-builder, architecture baseline-chat (sistnevnte slug-rebrand i annet navnerom — mulig fremtidig funn).

- Parkert til task #5 del 2/3: Norway East GPT-5-datasuverenitet-fiks + modellkatalog-utvidelse (5.3/5.4/5.5, gpt-oss, sora-2).

Verifisert: 0 gjenværende azure/ai-foundry/-navnerom i skills/. validate-plugin.sh 219 PASS. test-kb-integrity.sh 117/117 passed.

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

Claude-Session: https://claude.ai/code/session_01REiKFhP4w6xGXXqWKpPCJJ

skills/ms-ai-advisor/references/copilot-extensibility/copilot-api-rate-limiting-resilience.md

@@ -244,7 +244,7 @@ while True:
 
 **Use case:** Store batch-operasjoner (Azure OpenAI, Azure AI Foundry).
 
-**Verified:** [Batch deployments - Azure OpenAI](https://learn.microsoft.com/en-us/azure/ai-foundry/openai/how-to/batch)
+**Verified:** [Batch deployments - Azure OpenAI](https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/batch)
 
 ---
 
@@ -299,7 +299,7 @@ while True:
 - Implementer retry logic med exponential backoff
 - Unngå skarpe workload-endringer (gradvis økning)
 
-**Verified:** [Quotas and limits - Azure OpenAI](https://learn.microsoft.com/en-us/azure/ai-foundry/openai/quotas-limits), [Manage quota - Azure OpenAI](https://learn.microsoft.com/en-us/azure/ai-foundry/openai/how-to/quota)
+**Verified:** [Quotas and limits - Azure OpenAI](https://learn.microsoft.com/en-us/azure/foundry/openai/quotas-limits), [Manage quota - Azure OpenAI](https://learn.microsoft.com/en-us/azure/foundry-classic/openai/how-to/quota)
 
 ### Copilot Studio
 
@@ -484,9 +484,9 @@ while True:
 3. [Circuit Breaker pattern - Cloud-Native .NET](https://learn.microsoft.com/en-us/dotnet/architecture/cloud-native/application-resiliency-patterns)
 4. [What is rate limiting? - Microsoft Cloud Dev](https://learn.microsoft.com/en-us/microsoft-cloud/dev/dev-proxy/concepts/what-is-rate-limiting)
 5. [How to handle API throttling - Microsoft Cloud Dev](https://learn.microsoft.com/en-us/microsoft-cloud/dev/dev-proxy/concepts/how-to-handle-api-throttling)
-6. [Azure OpenAI quotas and limits](https://learn.microsoft.com/en-us/azure/ai-foundry/openai/quotas-limits)
-7. [Manage Azure OpenAI quota](https://learn.microsoft.com/en-us/azure/ai-foundry/openai/how-to/quota)
-8. [Batch deployments - Azure OpenAI](https://learn.microsoft.com/en-us/azure/ai-foundry/openai/how-to/batch)
+6. [Azure OpenAI quotas and limits](https://learn.microsoft.com/en-us/azure/foundry/openai/quotas-limits)
+7. [Manage Azure OpenAI quota](https://learn.microsoft.com/en-us/azure/foundry-classic/openai/how-to/quota)
+8. [Batch deployments - Azure OpenAI](https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/batch)
 9. [Resolve throttling errors in Copilot Studio agents](https://learn.microsoft.com/en-us/troubleshoot/power-platform/copilot-studio/licensing/throttling-errors-agents)
 10. [Error codes - Copilot Studio](https://learn.microsoft.com/en-us/troubleshoot/power-platform/copilot-studio/authoring/error-codes)
 11. [Optimize bot with rate limiting in Teams](https://learn.microsoft.com/en-us/microsoftteams/platform/bots/how-to/rate-limit)

skills/ms-ai-advisor/references/copilot-extensibility/copilot-context-window-optimization.md

@@ -538,11 +538,11 @@ Response + Citations
 **MCP-verified sources (microsoft-learn):**
 
 1. **Azure OpenAI Assistants API — Context Window Management**
-   - https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/assistants#context-window-management
+   - https://learn.microsoft.com/en-us/azure/foundry-classic/openai/concepts/assistants#context-window-management
    - Verified: max_prompt_tokens, max_completion_tokens, truncation_strategy
 
 2. **Troubleshooting and best practices for Azure OpenAI On Your Data**
-   - https://learn.microsoft.com/en-us/azure/ai-foundry/openai/how-to/on-your-data-best-practices
+   - https://learn.microsoft.com/en-us/azure/foundry-classic/openai/how-to/on-your-data-best-practices
    - Verified: topNDocuments, strictness, chunk_size, workflow funnel
 
 3. **Quotas and limits for Copilot Studio**
@@ -558,7 +558,7 @@ Response + Citations
    - Verified: Known limitations, no long-running task support, context limits
 
 6. **Azure OpenAI Predicted Outputs**
-   - https://learn.microsoft.com/en-us/azure/ai-foundry/openai/how-to/predicted-outputs
+   - https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/predicted-outputs
    - Verified: Prediction parameter for latency optimization
 
 7. **Copilot handoff (Teams Bot Framework)**