AgentProf – A profiler for agentic coding tools (github.com)

AgentProf has been introduced as a powerful profiling tool designed for agentic coding tools like Claude Code and Codex. It captures detailed timing and token usage data from various tool calls made during coding sessions, presenting this information through a live web dashboard or terminal reports. This tool allows developers to visualize every tool interaction—highlighting inputs, outputs, and execution timings—making previously invisible backend processes transparent. The significance of AgentProf for the AI/ML community lies in its ability to enhance workflow optimization and cost management. By identifying the most resource-intensive tools, users can reduce API spending related to token usage. Additionally, AgentProf helps detect performance bottlenecks, excessive retries, or points of failure, which can waste time and resources. With features such as customizable logging and a real-time updating dashboard, developers can refine their coding strategies, ensure compliance, and thoroughly audit tool usage for security and performance evaluations. Implementing profiling hooks and accessing the dashboard is streamlined via straightforward terminal commands, making AgentProf an accessible yet critical resource for improving coding efficiency in AI-driven environments.