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From Brain to Action: How AI Agents Think, Talk, and Work Together
AI agents are systems that mimic human cognition by combining perception, reasoning, memory, and action in a continuous loop. Unlike traditional chatbots, they can take real-world actions through tool calling, where structured functions (APIs, databases, workflows) are invoked to produce grounded results. Together, MCP (tools), A2A (agents), and ADK (framework) form the foundation of scalable, production-grade multi-agent AI systems.
5 min read · DeepFrog Labs - Akash
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