Nobody is watching the logs, or the users.
At launch, one developer shadows each user and another reads every log line. That can’t last, and what replaces it is nobody.
How it happens
The first users get a developer at their elbow, watching them sign up and work, while someone else greps the server logs and notes every error. Customer two gets a little less attention. By the end of beta the team catches the big crashes and answers whoever screams loudest.
Meanwhile the code is written defensively, as it should be: the error is caught, the request returns 200 OK, and the user’s change silently never saved. Ten percent of users rage-click every day and nobody sees it.
Then centralized logging arrives for SOC 2, with more data than anyone could read, and the alerts get an inbox rule. The CTO asks every developer to watch Sentry two hours a week. That lasts about nine days.
“You’ve lost the developer to user connection that made your software great in the first place.”
What it costs
- Silent failures that look like success to the server and like a broken app to the user.
- Monitoring and logging bills that grow every year while the backlog of unread errors grows with them.
- Users who work around problems, or leave, without ever reporting them.
What does keeping the lights on cost your team? Run your numbers →
What the bench does
- V1Watches every request, including handled errors and failures behind a 200, not only the crashes.
- V1Groups repeats of the same error and counts who it hit, so a thousand log lines become an issue you can read.
- V1"Who was affected" lookup: see every problem a user or account hit, by email or account.
- V2Drafts the fix as a pull request with tests.
V1 watches, triages and files the issues. V2 also drafts the fixes and features as pull requests. Compare the editions →