Features
Full agent tracing: every tool call, LLM hop, decision branch
One-line instrumentation for major agent frameworks
Works with any LLM provider out of the box
SOTA uncertainty detection over long trajectories
LLM-as-judge scoring with structured feedback
Session-level evaluation (not just isolated traces)
Automated monitoring with scheduled eval runs
Alerting on metric regressions across agent versions
PandaProbe Skill for coding agents (Claude Code, Cursor, Codex)
PandaProbe CLI for terminal-based trace/eval management
Open-source self-hosting (Apache 2.0)
Data retention management (Startup+ tiers)
Custom SSO (Enterprise tier)
Pay-as-you-go overages beyond included quotas
Unified omni-bodied AI brain for any robot type
Learns manipulation skills from human video demonstrations
Security/inspection robot navigation in hazardous environments
Mobile manipulation with grasping, handover, and navigation
Autonomous packing with precise dexterous manipulation
API abstraction for high-level task control
General-purpose physical world understanding
Scalable data solution via human video
Unstructured environment operation
Real-world value-focused applications (inspection, packing)
Handles mobile manipulation on wheeled platforms
Autonomous navigation in dangerous settings
Skill execution via API calls for app building
