TraceTriage

TraceTriage is a web app (with optional Slack/Teams integrations) that sits on top of your existing observability stack and turns noisy incidents into a ranked, actionable “most likely root cause” list. It ingests OpenTelemetry traces, logs, and metrics, then builds a dependency graph and correlates anomalies across services, deploys, feature flags, and infrastructure changes. The product is intentionally not a full APM replacement—because competing head-on with Datadog/New Relic is a losing game for a startup. Instead, it focuses on the painful last mile: incident triage. It generates a short incident brief: suspected failing component, blast radius, first bad deploy/commit window, and the top 3 queries/links to validate. It also learns per-team baselines (what’s normal noise) and suppresses redundant alerts. The goal is fewer war rooms, faster MTTR, and less on-call burnout.