rca-ai

Ask your logs what happened. Evidence-based incident explanations from logs: no dashboards, no chat, no hallucinations.

Built a multi-tool AI observability agent capable of querying distributed telemetry data, monitoring service health, and performing automated root cause analysis across micro-services using OpenTelemetry, MongoDB, and LLM-powered reasoning.

A pure NumPy, dependency-free implementation of a LightGBM-style Fast-Histogram Decision Tree for real-time cloud anomaly detection and Root Cause Analysis.