Dinosaur Model Monitoring and Operations

Continuous operations after product launch are equally critical. This article outlines the monitoring and operations framework for our dinosaur model products. Infrastructure monitoring covers server CPU, memory, disk usage, CDN bandwidth, and database connection pools. Application-layer monitoring tracks API response times, error rates, and concurrent user counts. Client-side monitoring collects crash logs, ANR events, and performance samples. Business metrics focus on DAU, retention rates, conversion funnels, and content consumption. Log aggregation uses ELK Stack or similar solutions to enable full-text search and correlated analysis. Alerting is tiered to prevent alert fatigue: Critical alerts trigger phone notifications, while Warning alerts send push messages. An on-call rotation ensures 7×24 hour response coverage. Post-incident reviews use standardized templates to document root causes, impact scope, and improvement actions. Capacity planning regularly assesses resource usage trends to proactively scale resources and prevent service disruptions during traffic spikes.