Team Nirmaan — Product Reliability
Detect & triage
Catches regressions and ranks them by real impact.
Reproduce & fix
Isolates the root cause and ships a verified patch.
Verify in prod
Confirms the fix holds with live monitoring.

Nirmaan keeps the product healthy. It detects issues the moment they surface, reproduces the root cause, ships a verified fix, and confirms it holds in production — before most users ever notice.
Detect & triage
Catches regressions and ranks them by real impact.
Reproduce & fix
Isolates the root cause and ships a verified patch.
Verify in prod
Confirms the fix holds with live monitoring.








