# OpenAI Releases Three New Tools to Accelerate AI Agent Development

OpenAI announced today a suite of developer tools designed to streamline the creation and deployment of AI agents, bridging the gap between experimental prototypes and production-ready applications.

The release includes three key components: AgentKit, a development framework for building agents; expanded evaluation capabilities for testing agent performance; and reinforcement fine-tuning (RFT) specifically tailored for agent applications.

**Why It Matters**

AI agents—systems that can autonomously perform tasks and make decisions—have shown promise but often struggle in the transition from demo to real-world deployment. These new tools address common pain points developers face when building reliable, production-grade agents.

AgentKit provides a structured framework for agent development, while the enhanced evaluation tools help developers rigorously test their agents' behavior before deployment. The reinforcement fine-tuning capability allows developers to improve agent performance