Detect & fix
agent issues
in production.
Kensa finds issues in production traces, gives your coding agent the evidence to fix them, and monitors for regressions after deployment.
Agents fail quietly. Then fail again.
You cannot trust that the next prompt, model or tool change you make won't break existing workflows or introduce new bugs. You uncover them when they've already had a visible impact, or worse: through your customers. And the evidence you need to fix them is buried in traces nobody reads.
How it works
Kensa surfaces agent failures, hands your coding agent the evidence to fix them, and monitors in production so they don’t come back.
- 01
Connect traces
Bring your own traces via an OpenTelemetry exporter or Langfuse, or simply use Kensa to instrument your agent. Traces are redacted before processing.
- 02
Detect issues
Kensa flags potential issues supported by evidence from your redacted traces. It builds a catalog of issues your agents have exhibited in the past.
- 03
Fix the code
Your coding agent reads the issue over MCP and works on the fix in your repository. You control review and deployment.
- 04
Monitor for regressions
Report the deployed fix. Kensa watches later production traces and shows whether the same issue recurs.
What it is (not)
Kensa is for builders and engineers who want to catch flaky agent behavior in prod before it’s too late.
What it is
Evidence from real runs
Every issue is grounded and tracks back to a production trace.
Context for your coding agent
Your coding agent reads the issue and its evidence over MCP to investigate and fix it.
Monitoring after a fix
After a fix is deployed, see whether the issue recurs in production.
What it isn’t
Not another dashboard
You can look at the charts, but we'd rather your agent close the loop without you having to leave your terminal.
Not an auto-merger
Your coding agent proposes the change. You control review and deployment.
No benchmaxxing
Benchmarks often don't translate to production. We care about reliability in the real world.
FAQ
Start with a trace you already have.
Fix your agent issues today.