Converra finds the failing step, generates a fix, and validates it with simulation, before anything touches production.
Connect your observability. Get your first diagnosis in minutes.
Diagnosis in minutes|Tested fix in minutes, not weeks
From trace to tested fix. Without regressions.
Every fix ships with before/after metrics. No more guessing whether a prompt change helped.
Prove to your team that quality is improving, not just changing.
Converra traces multi-step conversations and pinpoints the root cause. Not just the symptom.
Stop reading 50-turn transcripts. Jump straight to the step that matters.
Aggregate failures across conversations to surface systemic issues, not one-off noise.
Fix the pattern once and every affected conversation improves.
Not every failure is a prompt problem. Converra separates prompt-fixable issues from tool config, model limits, and data quality gaps.
Route real bugs to engineering. Route prompt issues to Converra.
That's the difference between manual iteration and a system that improves your agents continuously.
Three steps. No manual investigation. No guessing whether the fix helped.
Point Converra at your LangSmith or Langfuse project. Traces flow in automatically: no code changes, no SDK.
LangSmith · Langfuse → Converra
Two-pass analysis: first, pinpoint the exact step that caused each failure. Then, aggregate patterns across your fleet to separate signal from noise.
Step-level root cause · Fleet-wide patterns
Generate prompt variants targeting the root cause. Simulate with realistic personas. Validate with before/after metrics. Deploy the winner, or review first.
Generate → Simulate → Validate → Deploy → Monitor
Your tracing tool shows what happened. Converra closes the loop.
Fully async. Zero latency added to your production stack.
Automated doesn't mean uncontrolled. You set the guardrails, Converra works within them.
Works with LangSmith and Langfuse. Free during early access.
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