LogClaw

What it does

LogClaw watches every log line 24/7 and auto-creates incident tickets with root cause analysis — in 90 seconds, not hours. Signal-based detection catches OOM crashes in <100ms with 99.8% accuracy. 5-layer trace correlation maps blast radius across services. Auto-files to Jira, PagerDuty, ServiceNow, OpsGenie, Slack, or Native dashboard. Deploys inside your VPC via single Helm chart — your data never leaves. $0.30/GB vs Datadog's $8.50/GB. Open source, Apache 2.0.

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  LogClaw – Open-source AI SRE that auto-creates tickets from logsMar 2026 · logclaw.ai · ▲19

  Hi HN, I'm Robel. I built LogClaw because I was tired of paying for Datadog and still waking up to pages that said "something is wrong" with no context. LogClaw is an open-source log intelligence platform that runs on Kubernetes. It ingests logs via OpenTelemetry and detects anomalies using signal-based composite scoring — not simple threshold alerting. The system extracts 8 failure-type signals (OOM, crashes, resource exhaustion, dependency failures, DB deadlocks, timeouts, connection errors, auth failures), combines them with statistical z-score analysis, blast radius, error velocity, and…

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