We have placed an algorithm before it reaches LLM to rank and flag logs. Only flaged and ranked below threshold reach the main LLM, this approach helps LogClaw injest terabytes of logs with out an issue.
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.
