What is Stalar?

Stalar is an AI-powered agent for troubleshooting production issues. By connecting to your existing infrastructure tools, Stalar investigates problems autonomously: querying metrics, searching logs, and correlating data to find root causes faster than manual investigation.

Stalar unifies your observability stack into a single conversational interface, letting you ask questions in natural language and get answers backed by real data from your systems.

The problem

Engineers spend hours every week on debugging and root cause identification. Infrastructure is fragmented. Metrics in one place, logs in another, container state somewhere else, errors in yet another tool. Engineers constantly jump between interfaces trying to piece together what happened.

This isn't unique to startups or teams with immature tooling. Even at companies with excellent observability culture and sophisticated monitoring stacks, the same pattern emerges. The data is there, scattered across a dozen dashboards and query interfaces.

Most teams don't have an observability problem. They have a correlation problem.

The metrics exist. The logs exist. The deployment history exists. But connecting the dots requires manual investigation across multiple tools. Understanding that a latency spike correlates with memory errors in the logs which started right after a deployment takes time and expertise.

Stalar solves the correlation problem by querying all your tools simultaneously and synthesizing the findings into a coherent investigation.

Out of the box, Stalar includes:

Multi-source Investigation for querying multiple tools simultaneously and correlating findings across metrics, logs, and infrastructure state.

Natural Language Interface for asking questions like "Why is the API slow?" instead of writing complex queries.

Integration Ecosystem for connecting to your existing observability and infrastructure tools, with new integrations added regularly.

Source Transparency for showing exactly which tools were queried and what data was used to reach conclusions.

Benefits

For SREs and on-call engineers, Stalar reduces mean time to resolution by automating the initial investigation steps. Instead of manually checking dashboards and running queries, ask Stalar what's wrong and get a correlated view of the problem.

For platform engineers, Stalar provides a single interface to your entire observability stack. No need to switch between multiple tools. Stalar queries them all and presents unified findings.

For engineering managers, Stalar helps teams respond to incidents faster without requiring deep expertise in every tool. Junior engineers can investigate effectively with Stalar's guidance.

For everyone, it's a faster way to understand what's happening in production. Ask questions, get answers, and see the evidence.