Meerkat is an observability platform that vectorizes and stores logs, utilizing both stored data and real-time collected logs through AI agents to detect anomalies. Unlike conventional rule-based alert systems, it employs LLMs to have agents directly analyze logs and metrics based on natural language queries or information conveyed via external events to detect anomalies. It's designed to be used in conjunction with data collection tools like OpenTelemetry, and the analysis results are delivered to external channels such as Slack via webhooks.