General Questions
- How do I use Atla in a dev workflow?
- I already use Langfuse/Langsmith, what’s the difference?
- I’m interested in evaluating tool usage (frequency, token count, execution time)
Instrumentation
We know instrumentation isn’t always straightforward — errors and conflicts can pop up, but chances are we’ve seen these before. These serve as a starting point, feel free to message us on Discord or schedule a call.- Passing context around in a micro-service architecture
- Using Atla with another observability platform?
- LangGraph flow showing exceptions?
- Using Nebius or other another model provider not listed?
- Using BAML: Don’t want to instrument all your functions?
- Sampling based on metadata?
- Logging many records for a single LLM interaction?