AgentOps: Empowering AI Agent Development with Observability and Evaluation

AgentOps is a developer-focused platform designed to build, monitor, and optimize AI agents and LLM applications. It provides comprehensive observability for over 400 LLMs and frameworks, including OpenAI, CrewAI, and Autogen, enabling developers to track sessions, visualize LLM calls, debug issues in real time, and monitor costs across models like GPT-4 and Anthropic. With features such as session replay, error tracking, time travel debugging, and cost analytics, AgentOps ensures high performance and transparency in AI workflows. The platform also supports fine-tuning LLMs up to 25x cheaper using saved completions and offers a Python SDK for seamless integration. In addition to technical tools, AgentOps provides educational resources through courses like "Agents 101" and "Evals 101," making it a valuable resource for both beginners and experienced developers. The platform caters to individual developers, teams, and enterprises with flexible pricing and enterprise-grade features like SSO and on-premise deployment.

Key Features:

• Agent Observability: Monitor AI agent behavior across OpenAI, CrewAI, Autogen, and over 400 LLMs and frameworks.
• Session Replay: Reconstruct user interactions and agent decisions for debugging and analysis.
• Error Tracking: Identify and resolve issues in AI workflows with detailed error logs.
• LLM Call Visualization: Gain insights into model inputs, outputs, and response patterns.
• Time Travel Debugging: Step through agent execution to trace and fix bugs.
• Cost Tracking: Monitor token usage and spending for models like GPT-4 and Anthropic.
• Fine-Tuning Optimization: Reduce fine-tuning costs by up to 25x using saved completions.
• Python SDK: Integrate seamlessly with pip install agentops.
• Educational Courses: Learn AI agent development and evaluation through structured courses.
• Enterprise Solutions: Custom pricing, SSO, SLA, and on-premise deployment for large-scale teams.

Pricing: AgentOps offers a Free tier with up to 5,000 events, a Pro tier starting at $40/month, and custom Enterprise plans with advanced features.

Conclusion: AgentOps is a powerful and versatile platform that empowers developers to build, debug, and optimize AI agents with precision and efficiency, making it an essential tool for anyone working in the AI and LLM space.