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What Happens From Goal to Completion? Understanding the Agentic AI Lifecycle
Imagine telling an AI agent:
“Find five recent research papers about Agentic AI and prepare a comparison report.”
You provide only the goal.
But behind that simple instruction, many things may need to happen.
The agent needs to understand what you want.
It may need to create a plan.
It needs information from its environment.
It may need to search for papers.
It needs to evaluate the results.
It must decide which papers are relevant.
It may need to use different tools.
It needs to remember what has already been completed.
If something goes wrong, it may need to change its approach.
Finally, it needs to determine:
“Have I actually completed the goal?”
This entire journey can be understood as an Agentic AI Lifecycle.
Let’s explore it step by step.
What Is the Agentic AI Lifecycle?
The Agentic AI Lifecycle describes the sequence of activities an AI agent goes through…
![[Day 2/100] The Anatomy of an Agent: Perception, Reasoning, Action, Memory](https://webproxy.poorya-velaei-d67.workers.dev/https://miro.medium.com/v2/resize:fit:1358/format:webp/1*oxzNyjqrO4wJlegGUvxN1g.png)
