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When a parser breaks at 10:06, the first question is who changed what at 10:05. Every Logit.io Logs stack keeps an audit log that answers it, with the user, the IP address and the action. This guide shows how to read and export it, how to pull it from the Dashboard API, and how to ship it with Filebeat into logstash-* so it sits on the same OpenSearch Dashboards timeline as your application logs. Contents.

You have a timeout in your application logs and a question in your AI assistant: what happened to this request? Hosted OpenSearch MCP works with any MCP-compatible AI client or model. Claude Desktop and Cursor are examples. This guide covers the Basic-auth prerequisite, client configuration and a first log search you can verify against records you already recognise. Contents.