knowledge of advanced product capabilities. Employ technical utilities such as session replay, log review, browser developer... with AI-enabled support tools and automation. Experience with session replay or log analysis for debugging customer scenarios...
, and audit trails. Agent observability: logs, spans, KPIs, trace replay, and incident analysis. Event-driven architecture...
, and response. Implement observability pipelines for performance monitoring, traffic replay, autoscaling validation... Performance & Observability: Metrics collection, centralized logging, traffic replay, load simulation, autoscaling validation...
, heatmaps, and session replay Identify drop-offs, friction points, and engagement gaps Translate analytics into prioritized...
realistic replay workloads. Required Skills & Experience 10+years of Java application architecture Expert in: o JDBC... Transaction behavior maps App-to-data dependency graphs Compatibility risk flags Input artifacts for workload replay Diverse...
's replay last quarter's outage in a controlled environment") Education and/or Experience Bachelor's degree in a technical...
, state‑sync validation, replay/load harnesses. Operate K8s at scale: Safe rollouts, HPA tuning, storage choices that won’t..., and ship the change that prevents a replay. Limited rollups support: Stand up/upgrade sequencers & batchers, wire DA, manage...
when user impact occurs. Code Where It Counts: Write or extend tools for snapshots, replay/load, state sync checks;patch...
, verify state-sync and replay processes, and build automated release systems. Lead incidents (SEV0–2): Quickly isolate... targeted patches upstream when beneficial. Code where it counts: Develop and extend tools for snapshots, replay/load...
, and interface replay harnesses. Prioritize automation for repetitive workflows (e.g., admit ? order ? MAR ? charge) to reduce...