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Multi-Agent Does Not Mean Parallel: Safe Workflows with Google ADK
“Let’s split it into agents” has become the AI equivalent of “let’s make it a microservice.”
Sometimes the boundary is useful. Sometimes it only creates more state, more coordination, and a harder failure to explain.
The most dangerous assumption is that separate agents should run in parallel. Parallelism is safe only when the branches are genuinely independent. If one branch changes the world while another is evaluating it, both agents can make locally reasonable decisions that are unsafe...
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