by monocle2ai · AI 工具 · ★ 340
Open-source tracing & testing for GenAI apps and agents. A GitHub Star goes a long way. How It Works · Quick Start · Testing · Frameworks · Integrations · Contributing 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. How it works At its core, Monocle is a GenAI-specific observability layer built on OpenTelemetry.
| Stars | 340 |
| Forks | 61 |
| Language | Python |
| Category | AI 工具 |
| License | Apache-2.0 |
| Quality Score | 67.7704927051313/100 |
| Open Issues | 47 |
| Last Updated | 2026-10-02 |
| Created | 2024-06-15 |
| Platforms | python |
| Est. Tokens | ~17k |
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monocle is Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.. It is categorized as a AI 工具 with 340 GitHub stars.
monocle is primarily written in Python. It covers topics such as agentic-ai, generative-ai, linux-foundation.
You can find installation instructions and usage details in the monocle GitHub repository at github.com/monocle2ai/monocle. The project has 340 stars and 61 forks, indicating an active community.
monocle is released under the Apache-2.0 license, making it free to use and modify according to the license terms.