PH · PRODUCT_HUNT// 3h agoOPENSOURCE RELEASE

PandaProbe launches open-source AI agent observability

PandaProbe is an open-source agent engineering platform for tracing, evaluating, monitoring, and debugging AI agent applications. It is aimed at teams that need visibility into agent behavior across LLM calls, tools, MCP interactions, and custom workflows in both development and production, with a self-hostable open-core option and a cloud product on top.

// ANALYSIS

This is less about building agents from scratch and more about making them diagnosable enough to ship, which is where most teams get stuck.

–Strong fit for teams running multi-step agents that need trace-level visibility, quality scoring, and regression monitoring.
–The open-source core lowers adoption friction, while the cloud layer gives a path to paid scale.
–Automatic capture for supported frameworks plus manual instrumentation for custom logic is a practical combo.
–The crowded observability category makes differentiation depend on how well it handles agent-specific metrics, not generic logs and traces.

// TAGS

open-sourceagent-observabilityagentdevtoolmonitoringevaluationobservabilitydebugging

DISCOVERED

3h ago

2026-05-03

PUBLISHED

8h ago

2026-05-03

RELEVANCE

8/ 10

AUTHOR

[REDACTED]