questions, explore logs, and review past incident threads through chat interfaces and a command-line tool. Sazabi focuses on logs as the primary signal, reconstructing metrics and traces as needed, and generates dynamic visualizations such as charts, tables, and diagrams. It includes features like error clustering, system status views, and integrations with tools such as Slack, PagerDuty, and incident management platforms. The product also integrates with coding agents and exposes APIs so agents and automation can query logs, trace requests, and manage observability workflows programmatically.