PandaProbe

Your AI agents' personal detective, debugger, and cheerleader all in one.

PandaProbe is an open-source agent engineering platform for debugging and improving AI agents. It offers tracing, evals, metrics, and live monitoring to capture every step of agent runs, supporting major frameworks and LLM providers with self-hostable, vendor-neutral deployment.

Freemium

$0/forever

How to use PandaProbe?

Use PandaProbe to trace and monitor your AI agents from development to production. Integrate with a single `instrument()` call to capture agent runs, chains, LLMs, and tools. Run evals and track metrics to debug issues, optimize performance, and ensure reliability without vendor lock-in.

PandaProbe 's Core Features

Captures every step of agent runs with automatic tracing using a single `instrument()` call, covering chains, agents, LLMs, tools, and more.

Provides plug-and-play integration with top agent frameworks like LangGraph, CrewAI, Google ADK, and OpenAI Agents SDK, plus any LLM provider.

Offers evals and metrics to measure agent performance, track token usage, model types, and key metadata for continuous improvement.

Enables live monitoring of agents in production with session eval runs, human annotation, and data retention management for scaling projects.

Supports self-hosted deployment with Apache 2.0 license, ensuring no vendor lock-in and full customization for enterprise needs.

PandaProbe 's Use Cases

Debug AI agent failures in production by tracing every step and identifying bottlenecks or errors in tool calls and LLM hops.

Optimize agent performance for scaling projects by tracking token usage, model params, and running evals to fine-tune behavior.

Monitor multi-agent systems in real-time with session-level eval runs and human annotation for quality assurance.

Integrate with existing stacks using Python SDK and seamless framework support for rapid prototyping and deployment.

Ensure compliance and reliability for enterprise AI deployments with self-hosted, customizable monitoring and dedicated support.

PandaProbe 's Pricing

Hobby

$0/forever

For hobbyists getting started. 100 base trace ingestion/mo, 100 trace eval runs/mo, 10 session eval runs/mo, human annotation, 1 seat, community support via GitHub.

Pro

$29/month

For developers and small teams. Everything in Hobby + 5k base traces/mo (pay-as-you-go), 5K trace eval runs/mo (pay-as-you-go), 100 session eval runs/mo (pay-as-you-go), 2 seats, email support.

Startup

$299/month

For scaling projects. Everything in Pro + 50k base traces/mo (pay-as-you-go), 50K trace eval runs/mo (pay-as-you-go), 1K session eval runs/mo (pay-as-you-go), 10 seats, high rate limits, private Slack channel, data retention management.

Enterprise

Custom

For large organizations. Everything in Startup + alternative hosting options (hybrid & self-hosted), custom SSO, access to dedicated engineering team, support SLA, team trainings & architectural guidance, unlimited seats, dedicated support.

Open Source

Free

Self-host all core PandaProbe features for free without any limitations. Apache 2.0 license, all core platform features and APIs, scalability of PandaProbe Cloud, deployment docs, community support, customization options.

PandaProbe 's FAQ

Most impacted jobs

AI Engineer

Machine Learning Engineer

Software Developer

Data Scientist

DevOps Engineer

Product Manager

Research Scientist

Technical Lead

QA Engineer

Solutions Architect

PandaProbe 's Tags

#AI Agents #Agent Monitoring #Agent Debugging #Open Source #Tracing #Evals #LLM Monitoring #Agent Engineering

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