<ul><li>Log analysis tools are important for proactive monitoring, root cause analysis, security, and automation.</li><li>Open-source tools like Graylog, ELK Stack, Fluentd, and Promtail + Loki + Grafana provide log management and analysis capabilities.</li><li>Commercial tools such as Splunk, Datadog, Sumo Logic, and Loggly offer comprehensive log analysis features.</li><li>For security-oriented log analysis, OSSEC, Wazuh, and cloud-native solutions like AWS CloudWatch Logs, Google Cloud Logging, and Azure Monitor Logs are recommended.</li><li>Different log analysis tools cater to specific environments, lightweight tasks, error tracking, and log management for applications and websites.</li></ul>

Best tools for log analysis

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