PandaProbe

What is PandaProbe?

PandaProbe is an Agent Frameworks tool that traces agent runs, evaluates outcomes, and turns failures into fixes. PandaProbe is freemium: it has a free plan, and paid plans start at $29/month. It is aimed at ai agent developers, system administrators and data analysts.

PandaProbe traces every run, evaluates outcomes, and turns failures into validated fixes so agents can learn and recover on their own. It provides deep observability into AI agent applications with three layers that turn failures into proven fixes. The platform is designed for agents to use, not just humans to watch, and supports control plane agents.

Built for ai agent developers, system administrators, data analysts and devops engineers.

Key capabilities

• Agents
• Coding

Features

• Agent Failure Tracking

  Tracks agent runs and evaluates outcomes.

• Validated Learning

  Turns failures into validated learning.

• Three-Layer Fixes

  Three layers turn failures into proven fixes.

• Control Plane Agents

• Memory Survival

  Memory that survives the run.

• Safe Repair Proving

• Agent Ownership

• Agent Frameworks Support

• Model Provider Integration

• Deployment Flexibility

• Public API

  Public API available for use.

Use cases

• Evaluate agent outcomes and turn failures into fixes
• Track agent runs and determine if they worked
• Provide deep observability into AI agent applications
• Support control plane agents for use
• Ensure memory survives the run for analysis
• Prove repairs in a safe environment

Pros & cons

Pricing

Freemium — paid plans start at $29/month.

Integrations

• AWS
• Vercel
• OpenAI
• Anthropic
• LangChain

Developer & API

Security & compliance

• SSO
• Data deletion

As stated on PandaProbe's website — not independently verified by AiByts.

FAQ