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Glossary

What is agentic workflow?

An agentic workflow is an automation where an AI agent — not a fixed script — decides the steps: planning, calling tools, checking results, and adapting until a goal is met.

Unlike a deterministic pipeline, an agentic workflow lets the model choose what to do next based on intermediate results. That flexibility suits open-ended tasks like research, code changes, or operations, at the cost of being harder to predict and test.

Production agentic workflows add guardrails, human-in-the-loop checkpoints, and observability so the autonomy stays safe and debuggable. Open-source frameworks increasingly ship these controls by default.

Best open-source AI agents

Trending agentic workflow projects

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agentic workflow — FAQ

What is agentic workflow?
An agentic workflow is an automation where an AI agent — not a fixed script — decides the steps: planning, calling tools, checking results, and adapting until a goal is met. Unlike a deterministic pipeline, an agentic workflow lets the model choose what to do next based on intermediate results. That flexibility suits open-ended tasks like research, code changes, or operations, at the cost of being harder to predict and test.