LogSleuth

LogSleuth is a web app (with optional Slack integration) that turns messy application logs into actionable incident leads for small engineering teams. Instead of trying to replace Datadog/New Relic, it focuses on the gap many teams have: they collect logs, but nobody has time to read them until something breaks. LogSleuth continuously clusters similar errors, detects new error signatures, and highlights “unknown unknowns” (new spikes, new endpoints failing, new customer/org impacted). It generates a short daily digest and an incident-ready summary with suspected root cause hints (recent deploys, config changes, dependency errors) and links to the exact log samples. It supports common sources (CloudWatch, GCP Logging, Elasticsearch/OpenSearch) and provides lightweight retention controls. This is an AI-assisted app: AI helps summarize and cluster; deterministic rules handle alerting thresholds and routing.