observability-driven-testing
Turn production errors into regression tests.
What it does
Turns production telemetry into prioritized regression tests and trace-based assertions.
When to use it
Use when designing tests from production logs, asserting trace behavior, or finding test gaps exposed by production errors.
How to use it
Give it a project to improve using production telemetry; it creates instrumented test runners, trace assertions, and tests for production failures.
What you provide
- An existing project
Uses
What you need · 2
Requires an observability platform containing production traces to investigate failures and reproduce their triggering conditions.
Requires production error data from an error tracker for the error-to-test analysis.
Access · 4
This skill
error tracker
Reads production error reports
observability platform
Reads production traces and logs