Monocle for tracing GenAI app code

Monocle is built for:

app developers to trace their app code in any environment without lots of custom code decoration
platform engineers to instrument apps in prod through wrapping instead of asking app devs to recode
GenAI component providers to add observability features to their products
enterprises to consume traces from GenAI apps in their existing open-source observability stack

Benefits:

Monocle provides an implementation + package, not just a spec
- No expertise in OpenTelemetry spec required
- No bespoke implementation of that spec required
- No last-mile GenAI domain specific code required to instrument your app
Monocle provides consistency
- Connect traces across app code executions, model inference or data retrievals
- No cleansing of telemetry data across GenAI component providers required
- Works the same in personal lab dev or org cloud prod environments
- Send traces to location that fits your scale, budget and observability stack
Monocle is fully open source and community driven
- No vendor lock-in
- Implementation is transparent
- You can freely use or customize it to fit your needs

What Monocle provides

Easy to use code instrumentation.
OpenTelemetry compatible format for spans and traces.
Community-curated and extensible metamodel for consisent tracing of GenAI components.
Export of telemetry to local and cloud storage.