monocle
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About
Open-source tracing & testing for GenAI apps and agents.
Built under the Linux Foundation AI & Data umbrella, designed to plug into your existing OpenTelemetry stack. With a few lines of code (or none at all), you get rich traces, CI-friendly tests, and deep visibility across LLMs, agents, tools, and vector stores.
At its core, Monocle is a GenAI-specific observability layer built on OpenTelemetry.
Because the traces are structured and consistent, they are easy for humans, dashboards, and even SRE/QA agents to consume.
If you care about debuggability, reliability, or compliance for AI agents, Monocle is meant for you.
This repository contains the Python implementation of…
Across sources
- Stars 344
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- Commits 922
- Releases 53