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Vansh Khandelwal

Full Stack Web Devel... • 4d

In today’s data‑driven world 60% of companies struggle with log management. Log management—collecting, storing and analyzing logs—is vital for performance, security, compliance and faster troubleshooting as cloud, microservices and distributed systems drive massive log volume. Key strategies: centralize logs (ELK, Logstash/Kibana, Splunk), adopt structured JSON logging for consistent metadata, set retention/rotation policies to control storage costs and meet regulations, implement real‑time monitoring and alerts (Prometheus, Grafana, Datadog), and leverage ML for anomaly detection. Build observability by fostering cross‑team collaboration, continuous feedback and iterative improvement so teams act on insights and reduce incident time‑to‑resolution.

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