Comparing Helicone AI’s open‑source LLM observability? Check out
Langfuse for deep tracing and evals,
LangSmith for managed testing and dataset runs,
Trigger.dev to orchestrate agents and workflows,
Deepchecks Monitoring for production drift and alerts, and
LangChain for dev tooling that ties it all together.