Mastering LLM Agent Tools: Proven Frameworks for Building Intelligent Systems

Building Effective Tools for LLM Agents: A Practical Guide If you’ve ever worked with AI systems, you know that large language model (LLM) agents can handle a wide range of tasks, from scheduling meetings to analyzing data logs. But to make them truly useful in real-world scenarios, they need the right tools. These aren’t your standard software functions—they’re designed to work with the unpredictable nature of agents. In this post, I’ll walk you through how to create and refine these tools step by step, based on proven techniques that boost performance. Think of it this way: traditional software is like …