What an agent loop is (and isn't): state, action, stop
An agent loop is the cycle in which a language model decides an action, that action runs, and the result feeds back in as context for the next decis…
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Durable, persistent memory for agents
Context windows make agents look stateful right up until the moment they need to resume tomorrow, survive a restart, or remember a user preference f…
Sub-Agents vs Tools: ADK Multi-Agent Decision Framework
Stop Building Sub-Agents for Everything: A Decision Framework for ADK Multi-Agent Systems Most multi-agent architecture diagrams look elegant. Clean…