Agents
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Autonomous Agents
Independent goal-seeking systems that act without continuous user input.
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Collaborative Agents
Work alongside humans in shared tasks or decision-making loops.
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Specialized Agents
Purpose-built to assist with specialized domains.
Tools
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Atomic Tools
Discrete AI-powered components that perform a single function.
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Composable Tools
Designed for chaining into larger workflows or agent processes.
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Generative Tools
Produce new artifacts such as text, images, code, or configurations.
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Analytical Tools
Interpret and surface patterns in data, insights, or analysis.
Workflows
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AI-Orchestrated Workflows
Multi-step processes coordinated by AI agents.
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Human-AI Workflows
Collaborative processes where humans and AI share steps, decision points, or responsibilities.
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Adaptive Workflows
Dynamically adjust process paths based on real-time conditions or AI learning.
The distinction between ‘Tools,’ ‘Agents,’ and ‘Workflows’ may blur in practice. Use a decision flow to classify components:
