Building a deep research agent with koog: Giving your agent memory and real tools

📰 Medium · Programming

Learn to build a deep research agent with memory and real tools using koog, enhancing its capabilities beyond basic tasks

intermediate Published 23 Apr 2026

Action Steps

Build a basic agent using koog
Configure the agent with a custom strategy and personality
Implement memory functionality to enhance the agent's capabilities
Integrate real tools to enable the agent to perform complex tasks
Test and refine the agent's performance

Who Needs to Know This

Developers and AI engineers can benefit from this tutorial to create more advanced AI agents, while product managers can utilize these agents to improve product research and development

Key Insight

💡 Giving your agent memory and real tools can significantly enhance its research capabilities