PostHog
PostHog is an open-source product analytics platform. Connect it with Respan to forward LLM call events to PostHog and monitor LLM performance alongside your product analytics.
Set up Respan
Create an account at platform.respan.ai and grab an API key . For gateway, also add credits or a provider key .
The PostHog integration runs through the Respan gateway. Pass your PostHog credentials in
posthog_integration and Respan forwards LLM events to your PostHog project.Paste this into your coding agent:
Help me set up Respan tracing with the PostHog integration.
Follow https://www.respan.ai/docs/integrations/posthog.mdSetup
Create your PostHog account
Go to PostHog and create an account. From your PostHog project settings , grab your PostHog API key and host.
Set environment variables
export RESPAN_API_KEY="YOUR_RESPAN_API_KEY"
export POSTHOG_API_KEY="YOUR_POSTHOG_API_KEY"Add posthog_integration to your request body
import os
import requests
response = requests.post(
"https://api.respan.ai/api/chat/completions",
headers={
"Content-Type": "application/json",
"Authorization": f"Bearer {os.environ['RESPAN_API_KEY']}",
},
json={
"model": "gpt-4.1-nano",
"messages": [{"role": "user", "content": "Hello"}],
"posthog_integration": {
"posthog_api_key": os.environ["POSTHOG_API_KEY"],
"posthog_base_url": "https://us.posthog.com",
},
},
)
print(response.json())The posthog_base_url is usually https://us.posthog.com or https://eu.posthog.com.
Use the Respan template in PostHog
Use the official Respan template in PostHog to create a dashboard for monitoring LLM performance.