CrewAI Launches AI Agent to Automate Content Research

There are two roles in this example: This AI agent collects all the necessary factual information. from crewai import Agent researcher = Agent( role="Content Researcher", goal="Research information on a given topic and prepare structured notes", backstory="You gather credible information from trusted sources and summarize it in a clear format.", tools=[browser_tool, exa_tool], ) This agent will format the article based on the notes collected by the Content Researcher. writer = Agent( role="Senior Content Writer", goal="Write a polished article based on the research notes", backstory="You create clean and engaging content from research findings.", tools=[browser_tool, exa_tool], ) Each agent will be assigned one task.

from crewai import Task research_task = Task( description="Research the topic and produce a structured set of notes with clear headings.", expected_output="A well-organized research summary about the topic.", agent=researcher, ) write_task = Task( description="Write a clear final article using the research notes from the first task.", expected_output="A polished article that covers the topic thoroughly.", agent=writer, ) This is the key part. from crewai import Crew crew = Crew( agents=[researcher, writer], tasks=[research_task, write_task], planning=True ) Once planning is enabled, CrewAI generates a step-by-step workflow before agents work on their tasks. That plan is injected into both tasks so each agent knows what the overall structure looks like.

Kick off the workflow with a topic and date. result = crew.kickoff(inputs={"topic":"AI Agent Roadmap", "todays_date": "Dec 1, 2025"}) The process looks like this: Display the output. print(result) You will see the completed article and the reasoning steps.

This demonstrates how planning allows CrewAI agents to work in a much more organized and seamless manner. By having that one shared roadmap generated, the agents will know exactly what to do at any given moment, without forgetting the context of their role.