CortexOps

CortexOps is a tool designed to help developers manage and test artificial intelligence agents, particularly those built with LangGraph and CrewAI. It acts as a quality control system, allowing users to check and monitor these agents before they are used in real-world applications. The main goal is to ensure that only reliable and trustworthy AI agents are put into use.

Benefits

CortexOps makes it easy to add monitoring to your AI agents with just one line of code. It provides a live look at how agents are performing, showing details like how long each step takes and what tools the agent is using. This helps in finding and fixing problems quickly. The tool also allows for automated testing by letting users set up specific requirements for agent responses, tool usage, and speed. It can even automatically stop new code from being added if the agent's performance isn't good enough, ensuring quality. CortexOps is open source and does not charge based on how much you use it.

Use Cases

Developers can use CortexOps to instrument their AI agents, meaning they add the monitoring and testing capabilities. They can then create test cases, called golden datasets, to check if the agent behaves as expected. This is useful for making sure the agent gives the right answers, uses the correct tools, and responds within a reasonable time. The tool can be integrated into the code review process, where it acts as a gatekeeper, preventing agents that don't meet the quality standards from being approved. This is especially helpful in continuous integration and continuous deployment (CI/CD) pipelines.

Pricing

CortexOps offers a Free tier with full SDK access, unlimited local evaluations, and CI gate capabilities. The Pro tier costs $49 per seat per month and includes all Free features plus hosted traces with a 90-day retention, a live dashboard, alerts, and advanced scoring features. An Enterprise tier with custom pricing is also available for specific needs. A 14-day free trial is offered for the Pro tier.

Vibes

CortexOps is compared to LangSmith, with CortexOps offering a simpler, flat pricing model that includes unlimited traces, unlike LangSmith's per-trace fees. CortexOps is also noted for being open-source and framework-agnostic, meaning it can work with various AI development tools, while LangSmith is more focused on LangChain.

Additional Information

CortexOps is available through PyPI, which allows easy installation using a simple command. The tool provides comprehensive documentation to guide users through its features and setup. The Pro tier offers advanced features like hosted trace storage for up to 90 days, a live dashboard for monitoring, and integration with communication tools like Slack for alerts. It also includes an LLM-as-judge scoring feature, which uses advanced AI models to evaluate agent outputs, and keeps a history of prompt versions.