ROI calculator
How much does production-only backend debugging cost?
Use this to estimate the monthly engineering cost of reproducing failed webhooks, payment branches, malformed external API responses, and AI-generated backend bugs.
Inputs
Your debugging loop
Current cost
21h
debugging per month
$1,785
estimated monthly cost
$1,071
potential recovered value
FluxRun path
Replace manual reproduction with safe replay
Capture the failed production execution with request, logs, timing, and boundary evidence.
Replay the exact path with recorded IO and no live database, payment, email, or queue writes.
Save the fixed behavior as a regression guard so the same branch stays protected.