PandaProbe Cloud
agent engineering, fully managed.
11 followers
agent engineering, fully managed.
11 followers
PandaProbe Cloud gives your team full-stack tracing, evals, and monitoring for agents with zero infrastructure to manage. Ship better agents without the ops overhead.
PandaProbe
👋 Hey Product Hunt!
I'm Sina, founder of PandaProbe.
A while back we launched the open-source version here — the response was incredible. Today we're back with what many of you asked for: PandaProbe Cloud — full-stack tracing, evals, and monitoring for agents, with zero infrastructure to manage.
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 regressed, not how the session held together. And solving that shouldn't mean building your own agent engineering stack.
That's PandaProbe Cloud: ship better agents without the ops overhead.
What you get
🔎 Tracing — full agent executions captured as sessions, traces, and spans.
📊 Evaluation — score traces and sessions using SOTA agent-specific metrics.
⏱️ Monitoring — schedule recurring evals to track your agent's health in production.
☁️ Fully managed — we handle the infra. You just connect, ship, and improve.
Who it's for
🧑💻 AI engineers debugging agent behavior across LLMs, tools, and workflows.
🏗️ Platform teams monitoring quality and reliability without owning more infra.
🔬 Builders experimenting with agents who want to iterate faster.
🚀 Startups who want production-grade observability from day one.
Quickstart:
☁️ Cloud signup: https://app.pandaprobe.com/
🤖 Run: npx skills add chirpz-ai/pandaprobe-skills --skill '*' --yes
💥 Then ask your coding agent to "set up PandaProbe".
Free to start — generous usage credits. Up and running in minutes.
Quick links
📖 Docs: https://docs.pandaprobe.com
⭐ Open source: https://github.com/chirpz-ai/pandaprobe
I'll be here all day — drop your questions and feedback below.
Thanks for checking it out 🙏
— Sina