Sematext Cloud

Monitoring for DevOps teams

Sematext positions its cloud product as a way for DevOps staff to locate and resolve production and performance faults sooner. Everything from log files to synthetic tests and real user sessions is held in one service, rather than spread across separate products. The company says the aim is to help teams troubleshoot quickly, with a single view of their infrastructure and applications.

Infrastructure and network mapping

Infrastructure is charted and monitored live, covering hosts, container platforms, running processes, databases and network links. The company says teams can see the whole infrastructure at a glance, and it has added a service dependency map and a network map that show how components connect.

Application performance and user experience

Application performance monitoring is aimed at improving the experience of the people who use an application. The service can show slow-loading pages, track an Apdex score for how satisfied users are with performance, and report on uptime. Real user sessions can be mapped, with details of geography, browser and the page where an experience fell short.

Logs, metrics and objectives

Logs are collected and searched alongside metrics, so an engineer can connect a change in a measurement to the events behind it. The company also lists service level objective monitoring among its newer features, which lets a team track whether a service is meeting the targets it has set.

Detecting AI agents on infrastructure

The company's newest material focuses on AI agents. It says its platform can detect AI agents that run commands, read files and send data outside a network, and that it reports what those agents access and what personal data they transmit. The platform assesses risk and flags actions that should not happen. The company says blocking risky actions before they take place is planned.

OpenTelemetry and AI troubleshooting

The company says its material explains how to instrument applications with OpenTelemetry, an open standard for telemetry. It also offers an MCP server so that AI tools can be used in troubleshooting, and it says Sematext can show what each agent and model costs to run.

Teams that run production systems

Sematext describes its product as a set of IT system monitoring tools for DevOps teams that need around-the-clock visibility into their infrastructure. The audience is the operations and engineering staff who keep websites and applications responsive.