Struct – AI agent for automated root cause analysis of engineering alerts

Summary: Struct is an AI agent that analyzes logs, metrics, traces, and code to identify the root cause of engineering alerts. It integrates with existing DevOps workflows and observability tools to accelerate incident resolution and generate detailed reports automatically.

What it does

Struct collects relevant data from monitoring platforms, performs regression analysis to correlate anomalies, and delivers root cause explanations, impact summaries, and incident reports with charts and timelines. It integrates with Slack, GitHub, and coding agents for streamlined incident management.

Who it's for

Struct is designed for lean engineering teams without dedicated SREs and organizations adopting AI-driven development workflows.

Why it matters

It reduces the time and manual effort needed to diagnose alerts by automating data correlation and context generation, enabling faster incident response and fewer missed issues.