Python · Apache-2.0
monocle2ai/monocle
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
★ 346
Stars
63 forks · 59 open issues
+1.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
23.3
Momentum / 100
see the breakdown below
2y ago
Created
last push 5d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 1.1 | +1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.74× the monthly pace |
| Freshness | 15 | 14.8 | last push 5d ago; decays to zero at 180 days |
| Scale | 15 | 7.4 | 346 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 23.3 | sum of the above |
Detail
| Topics | agentic-aigenerative-ailinux-foundationllm-agentllm-inferencellmsmulti-agentobservabilityopentelemetryosspythontelemetrytracing |
| Matched on | AI Agents (llm-agent) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +5 stars over 26 days = 0.2/day |
| Lifetime average | 0.40 stars/day over 873 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |