PandaProbe Cloud

PandaProbe Cloud is a managed observability platform built specifically for teams that develop and deploy AI agents. It automatically collects detailed traces of your agent's actions, decisions, and API calls, giving you a complete picture of how your AI systems behave in real-world scenarios. You don't need to set up any servers, databases, or dashboards—it's all hosted and scaled for you.

The platform stands out by handling the entire evaluation pipeline. It runs a managed LLM-as-judge to automatically score your agent's outputs against your criteria, and it includes a built-in scheduler to run these evaluations continuously against your production traffic. This means you get proactive alerts on quality drift without having to manage API keys or cron jobs. Features like auto-scaling, SSO, and role-based permissions are designed for teams that need to move fast without operational headaches.

This tool is a direct fit for developers and engineering teams who are shipping AI agents and need reliable, production-grade monitoring. It turns the complex task of agent evaluation and performance tracking into a set-and-forget service. The primary use cases are ensuring agent reliability before releases, debugging unexpected behaviors in complex workflows, and maintaining consistent quality as user traffic grows.