LangSmith helps you trace, evaluate, and debug. Converra runs the full optimization loop — continuously, not just when you have time.
LangSmith is excellent for teams building eval infrastructure:
Converra is built for teams who've hit the ceiling on manual optimization — the next iteration costs more than it's worth:
LangSmith gives you the tools. Converra runs the loop.
Converra integrates directly with LangSmith. Keep LangSmith for tracing and evals — Converra runs the optimization loop.
Connect your LangSmith workspace
Converra syncs traces and learns production patterns
Validated improvements ship with full audit trail
Yes. LangSmith is great for tracing and building eval infrastructure. Converra runs the optimization loop autonomously. Many teams use LangSmith for visibility and Converra for improvement.
No. Converra generates its own test coverage from personas and production patterns. Your LangSmith evals remain useful for your own validation — Converra is additive.
Connect using your LangSmith API key. Converra syncs traces continuously and uses real production patterns to inform variant generation and simulation scenarios.
The Prompt Hub is for versioning and collaboration. Converra is for autonomous optimization. You can use both — Converra ships validated changes, your team can still review in the Hub.
Not a replacement — they're complementary. LangSmith gives you tracing, evals, and prompt versioning. Converra runs the optimization loop autonomously. If you want prompts to improve without running the loop yourself, Converra is what you need.
Connect your LangSmith workspace and see what autonomous optimization looks like for your agents.
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