Define the agent’s goal
Identify the tasks the agent must perform
Choose the agent type
Select the AI model
Design the input and output format
Set up the memory system
Add tools and APIs
Build the decision-making loop
Implement task planning
Add error handling and fallback logic
Create safety and permission controls
Connect data sources
Test the agent with sample scenarios
Evaluate performance and accuracy
Optimize prompts and workflows
Deploy the agent
Monitor behavior and logs
Update the agent regularly