Hopeless

A platform for testing, monitoring, and improving AI agents by turning real-world failures into direct improvements. It provides real-time production monitoring and tracing, side-by-side prompt comparison, A/B experiments, and automated simulations to ensure agents are production-ready. The product targets developers, data teams, and operations teams in B2B settings, from startups to enterprises. It is delivered as a SaaS with an infrastructure API, integrating with existing OpenAI SDKs by replacing two lines of code.

Key features

• Real-time production monitoring and tracing
• Track every request and trace every response
• Side-by-side prompt comparison
• A/B experiments for agent behavior
• Automated simulations across scenarios and edge cases
• Stress-test agents in various conditions
• Cost tracking, alerts, and optimization
• Integrates with OpenAI SDKs