workflow orchestration

The Illusion of AI Agents: Why 95% of ‘AI Agents’ Are Just Rebranded Workflows

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The Illusion of AI Agents: Why 95% of 'AI Agents' Are Just Rebranded Workflows

💡One-Sentence Introduction: While the entire industry celebrates the arrival of autonomous agents, 95% of enterprise AI applications still rely on traditional workflows. Behind this massive “agent hype” lies a neglected truth. Part.01 Introduction: The Wrapped Truth The AI industry in 2025 is playing out a peculiar contradiction. Industry headlines are touting autonomous agents as the … Read more

Understanding Multi-Agent Systems

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Understanding Multi-Agent Systems

Multi-agent systems represent one of the most powerful capabilities in modern artificial intelligence architectures. Unlike relying on a single agent to handle complex tasks, you can create specialized agents that work together, each contributing unique expertise to solve complex problems. Strands Agents support various multi-agent modes, each with different advantages and applicable scenarios: 1. Tool … Read more