Sub-second DuckDB log clustering paired with Gemini 1.5 automated root-cause diagnostics. Zero recurring SaaS fees.

What’s included:

• In-process DuckDB engine querying gigabytes of JSONL, Syslog, or raw text logs at multi-million row/sec speeds without external databases
• Automated semantic log fingerprinting and anomaly clustering to compress 100,000+ noisy errors down to unique fault signatures
• Targeted Gemini 1.5 Pro / Flash integration providing precise root-cause analysis, stack trace decompression, and remediation patches
• Zero-telemetry architecture: complete local execution with exportable Markdown incident reports and structured JSON post-mortems