monocle2ai / monocle
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
Why this job: topics: llm-agent, multi-agent, agentic-ai
What it does
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.
Get started
pip install monocle_apptrace- Maintenance
- Active
- Last commit 3 days ago
- Stars
- 345
- +1 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.8.16
- Released 10 days ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 13
- Last 90 days
- Issues
- 56% closed
- 38 still open
- Pull requests
- 560 merged
- 19 waiting
- Releases
- 54
- 26 in the last year
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More: languages, topics and project record
Languages
- Python 100%
Topics
- agentic-ai
- generative-ai
- linux-foundation
- llm-agent
- llm-inference
- llms
- multi-agent
- observability
- opentelemetry
- oss
- python
- telemetry
Project record
- JobAgent frameworks
- StatusListed
- Commits928
- Forks63
- Watching4
- Stars in 28 days+5
- CreatedJun 15, 2024
- First seen by usNov 7, 2026
- CheckedNov 7, 2026