[docs-update] Update Foundry llms.txt documentation

[thegovind]

Summary

Regenerated llms.txt and llms-full.txt from the latest Microsoft Foundry documentation.

Key Changes

URL Structure Updated

Microsoft Foundry documentation has moved from azure/ai-foundry to azure/foundry:

• Old: https://learn.microsoft.com/en-us/azure/ai-foundry/...?view=foundry
• New: https://learn.microsoft.com/en-us/azure/foundry/...

The ?view=foundry parameter is no longer needed.

Documentation Scope

• 278 pages found in the current TOC (updated from previous snapshot)
• New sections added: Model Context Protocol (4 pages), hosted agents content
• All existing sections updated with current URLs

Sections Updated

Section	Pages
Overview	1
Getting Started	2
Tutorials	2
Concepts	25
Agent Development	56
Foundry Models	18
Azure OpenAI	85
How-To Guides	33
Observability & Evaluation	13
Fine-tuning	1
Model Context Protocol	4
Control Plane	8
Guardrails & Safety	4
Configuration	1
Responsible AI	9
Reference	4
General	12

Files Changed

• docs/llms.txt — Updated documentation index (346 lines)
• docs/llms-full.txt — Updated full documentation index (365 lines)
• docs/foundry-docs-manifest.json — Updated manifest with new URLs and page count

AI generated by Update Foundry llms.txt Documentation