Identify the model client used by the chain
Start with the component that actually sends the provider request. Clyvel does not need to replace the LangChain orchestration layer to observe supported model traffic.
All integrations
LANGCHAIN INTEGRATION
LangChain LLM Observability, Cost Monitoring and Gateway Integration
LangChain applications can coordinate prompts, models and tools while the actual provider calls remain distributed across the runtime. Clyvel focuses on the model request boundary: route supported traffic through the Gateway, then inspect provider, model, latency, tokens, status and cost evidence in one production view.
WHEN THIS FITS
A practical production use case.
LangChain applications that use supported OpenAI-compatible model clients.
Teams that want model-request telemetry alongside application or agent traces.
Platform owners consolidating AI cost and provider evidence across several LangChain services.
CONNECTION PATH
Connect the model request layer, then verify evidence.
Point supported model traffic at the Clyvel Gateway
Use the gateway endpoint and Clyvel workload credential for the compatible model client while keeping provider credentials managed behind Clyvel.
Correlate request evidence with application behavior
After a test run, inspect model, provider, latency, tokens, status and cost. Use that request evidence alongside your LangChain-level execution context when debugging a workflow.
01
Provider and model evidence for production LangChain traffic.
02
Request-level cost and latency visibility across applications.
03
A shared gateway layer for routing, reliability and governance as usage grows.
FAQ
Integration questions.
Is Clyvel a replacement for LangChain tracing?
No. LangChain-level traces explain orchestration and application execution. Clyvel focuses on the production AI request layer, including model, provider, tokens, latency, status and cost evidence.
Can Clyvel work with LangChain without changing the whole application?
The intended path is to route the supported model client through the Clyvel Gateway rather than replacing LangChain itself. Validate the specific client and features your application relies on before production migration.
NEXT STEP
Connect one workload before expanding the rollout.
Start with a controlled request, confirm that operational evidence is trustworthy, and only then move more production traffic or add routing and reliability policy.