Use when requests involve exception monitoring, production error triage, noisy alerting, error grouping, release regressions, or making failures observable without overwhelming the team. Design and operate application error tracking: capture strategy, severity triage, fingerprinting, alert routing, release correlation, redaction, and remediation workflow across frontend, backend, jobs, and integrations.
