Coding
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Coding
AI Agents
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Jan 15, 2026
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They are autonomous systems that perform decision-making tasks, manage tools, solve problems. While a traditional workflow is deterministic and linear, AI agents are non-linear, non-deterministic and can change every time they are re-executed.
With the help of LLMs the agents can make decisions and call the relevant tools for execute the task.
The agents have 3 principal components:
Then the agents operates in a loop:
They are a structure that coordinates how the components of an agent work together. It is a framework that controls how decisions are executed.
Is the way that agents have for interact with external services, systems, manipulate data. Tools are typically implemented as function calls that the AI can use to accomplish specific tasks.
Workflows have a designed point for stop and integrate a human judgment. These workflows pause at critical points for human review, validation, or decision-making before proceeding.