Apr 5, 2026 · Artificial Intelligence

Understanding ADK Multi‑Agent Orchestration: SequentialAgent, ParallelAgent, and LoopAgent Explained

The article explains ADK's three core orchestration modes—SequentialAgent for ordered pipelines, ParallelAgent for independent concurrent tasks, and LoopAgent for iterative quality‑control loops—detailing their suitable scenarios, state‑flow mechanisms, and how to build a complete order‑to‑delivery workflow without writing explicit orchestration code.

ADKLLMLoopAgent

0 likes · 16 min read

Understanding ADK Multi‑Agent Orchestration: SequentialAgent, ParallelAgent, and LoopAgent Explained

Ops Development & AI Practice

Apr 18, 2025 · Artificial Intelligence

Mastering LoopAgent: Orchestrating Multi‑Agent Workflows with ADK

This article explains how the LoopAgent component of the Agent Development Kit enables coordinated, iterative execution of multiple sub‑agents, detailing its key parameters, workflow, multi‑agent collaboration patterns, and how iterative refinement improves complex AI task outcomes.

AI orchestrationAgent Development KitIterative refinement

0 likes · 6 min read

Mastering LoopAgent: Orchestrating Multi‑Agent Workflows with ADK