What is PandaProbe Cloud?

PandaProbe Cloud is a fully managed platform for agent engineering that provides full-stack tracing, evaluations, and monitoring — with zero infrastructure to manage. Instead of spending time provisioning servers, maintaining storage, or configuring evaluation pipelines, teams get a turnkey solution that handles trace ingestion, eval LLM-as-judge, embedding models, and dashboard hosting out of the box. The result is a streamlined workflow where engineers can ship better agents without the operational overhead.

Who it's for

• Hobbyist builders — who want to experiment with agent tracing and evals for free, with a generous forever-free tier.
• Small engineering teams — that need production-grade monitoring and evaluations without dedicating headcount to infrastructure management.
• Enterprise organizations — requiring SSO, role-based access control, SLA guarantees, and custom hosting options for compliance-heavy environments.

Key features

Managed trace ingestion and storage

PandaProbe Cloud ingests, stores, and serves traces without any servers to provision or maintain. The platform auto-scales to handle traffic spikes and growing team volumes, so you never have to think about capacity planning.

Built-in eval scheduler

Continuous monitoring is built directly into the platform. You can schedule evaluations to run daily, hourly, or on custom cron intervals against your production traffic — no separate job runner or cron service needed.

Managed eval LLM and embeddings

The platform runs the evaluation LLM-as-judge and embedding models for you. No external API keys are required, which removes both the cost and the integration complexity of bringing your own models.

SSO, permissions, and team management

Role-based access control and single sign-on are included out of the box. Teams can manage permissions at scale, and enterprise customers get custom SSO integration as part of their plan.