PandaProbe Cloud launches fully managed tracing and monitoring platform for AI agents
By
Sina Tayebati
Summary
PandaProbe Cloud is a fully managed platform for tracing, evaluating, and monitoring AI agents in production. Founder Sina highlights the common pain point of agents that work in testing but fail silently in production due to the complexity of chaining LLMs, tools, APIs, MCPs, and sub-agents. The product offers full-stack observability without requiring teams to manage infrastructure, helping developers debug and maintain agent quality.
Source
Product HuntPandaProbe Cloud launches fully managed tracing and monitoring platform for AI agentsproducthunt.comKey quotes
· 4 pulled👋 Hey Product Hunt! I'm Sina, founder of PandaProbe.
Here's a pattern every agent builder knows: you ship, it looks fine in testing, then quietly misbehaves in production — nobody knows why.
Once agents start chaining LLMs, tools, APIs, MCPs, and sub-agents, debugging becomes archaeology.
Logs tell you something happened — not why, not whether quality regr
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