How do you run scripted browser monitoring reliably in production?
I've been monitoring our web applications for a while and feel comfortable with HTTP and API checks, but scripted browser monitoring is still new to me. I'm trying…
production monitoring
How deeply should production traffic be monitored?
I'm trying to understand what teams consider normal for production observability. Once an application is live, do you actively analyze incoming traffic patterns, or do you mainly rely…
How should we sample and alert on quality in live production traffic?
Our team has relied on offline evaluations in CI for a while, but recently production inputs drifted and users started asking questions our test set did not cover.…
Is there an open-source way to measure Python code coverage from production traffic?
Our backend services are mostly built with FastAPI, and I'm looking for open-source runtime coverage instrumentation for Python. Ideally, it would show which lines of code were executed…