This page addresses frequently asked questions and common troubleshooting topics for Atla Insights. If you don’t find a solution to your issue here, don’t hesitate to reach out on Discord or grab 20 mins with our team to walk through setup.Documentation Index
Fetch the complete documentation index at: https://docs.atla-ai.com/llms.txt
Use this file to discover all available pages before exploring further.
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)
- Not able to join an organization through the invite?
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?