TraceTriage

TraceTriage is a web app (with optional Slack/Teams integrations) that turns noisy monitoring alerts into actionable incident briefs for small-to-mid engineering teams. Instead of firing dozens of disconnected pings, it groups related alerts into a single incident, highlights the most likely blast radius, and generates a short “what changed” summary by correlating deploys, config changes, and key metrics. It’s a combination traditional + AI app: traditional rules handle deterministic correlation and deduping; AI produces readable summaries and suggested next checks (runbook links, dashboards, recent PRs). The goal is not to replace Datadog/New Relic, but to sit on top of existing tools and make on-call less chaotic. Realistically, it only works well if you integrate with a handful of common sources and keep the scope tight (Kubernetes + GitHub + one metrics provider).