Agentic Workflow
An AI-driven process where agents make decisions, take actions, and coordinate tasks with minimal human intervention.
Traditional automation follows rigid if/then rules. Agentic workflows can adapt — choosing different tools, retrying failed steps, or escalating to humans when confidence is low.
Our RSS digest workflow (AL-RSS-001) fetches 65 sources, uses Ollama to summarize relevant articles, and only calls Claude API when Ollama can't handle the complexity. The workflow decides the routing — not a human.
How Leap Laboratory uses this concept in real work.
Related terms
Agent (AI Agent)
An AI system that plans, decides, and acts autonomously toward goals, rather than simply responding to prompts.
Workflow
A defined sequence of steps executed in order to achieve a goal.
n8n
An open-source workflow automation platform. Build visual automations without coding.
ReAct Pattern
Agent action model: Reason, Act, Observe, Repeat.