feat: HandoffPlannerAgent for Decentralized Multi-Agent Orchestration with Self-Healing JSON Validation Suite#7280
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Description
This PR introduces a robust orchestration suite for AutoGen v0.4, focusing on decentralized planning and output reliability.
Key Components:
HandoffPlannerAgent: A high-level agent that automates task delegation. It analyzes user goals and dynamically generates Handoff tools for worker agents, enabling "Swarm-style" orchestration without a central bottleneck.
JSONValidationIntervention: A "Self-Healing" middleware layer. It intercepts agent responses, validates them against a Pydantic schema, and—instead of crashing on failure—automatically prompts the agent with a correction message to fix malformed JSON.