Connect your traces. Diagnose and fix in minutes.
Finds what broke|Fixes the root cause|Validates with simulation|Ships within your guardrails
Connect your traces and see your entire agent system — failures categorized, fixes ready, improvements proven.
Auto-discovers your multi-agent architecture from traces. Every agent scored, every weak point surfaced.
Not all failures are prompt problems. Categorized by root cause so each goes to the right fix.
Every recommendation targets a specific prompt section or agent behavior. Copy, apply, done.
Every optimization ships with simulation proof. Review the results, approve with one click.
Three steps. No manual investigation. No guessing whether the fix helped.
Point Converra at your LangSmith, Langfuse, or OpenTelemetry traces. They flow in automatically: no code changes, no SDK.
LangSmith · Langfuse · OpenTelemetry → 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 against your policies and metrics. Deploy the winner, or review first.
Generate → Simulate → Validate → Deploy → Monitor
Observability shows you what broke. Converra fixes it.
Fully async. Zero latency added to your production stack.
Autonomy isn't a switch you flip. It's a ladder you climb — with measurable gates at every step.
You investigate every failure manually. Fixes are guesswork.
Converra finds the root cause and generates fixes. You review and approve each one.
Fixes are validated by simulation and deployed automatically — within the policies you set.
Continuous improvement with post-hoc audit. No human in the loop unless something novel appears.
Every fix earns its way to production — validated by simulation, regression-tested against your policies, and approved by you.
Works with LangSmith, Langfuse, and OpenTelemetry. Free during early access.
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