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ADK Arena: Evaluating Agent Development Kits via LLM-as-a-Developer

Jintao Huang, Xiaomin Li, Gaurav Mittal, Yu Hu
Jun 5, 2026 at 04:00
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arXiv:2606.05548v1 Announce Type: cross Abstract: The rapid proliferation of Agent Development Kits (ADKs), SDK-level frameworks for building LLM-powered autonomous agents, has outpaced any empirical understanding of how framework choice affects agent performance. We propose \textbf{LLM-as-a-Developer}, a methodology that replaces human...

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