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Hi Rahul,
This occurs because your agent is built on the legacy agent schema, which blocks publishing until migrated to the new Azure AI Foundry Agent format supporting Agent-to-Agent (A2A) and Routines.
Quick Fixes / Solutions:
- Click "Create new agent": Select the purple Create new agent button directly inside the banner to clone your system prompt, model selection, and tool configurations into the updated schema.
- Verify Connections & Tools: Confirm your deployed model and any connected tools (e.g., Azure AI Search, OpenAPI actions) are linked in the newly created agent draft.
- Publish Upgraded Agent: Navigate to the new agent's Deploy / Publish panel to complete the deployment.
Ref: Azure AI Agent Service Overview | Azure AI Agent Quickstart