- Role
- Full-stack engineer
- Timeline
- 2024 · ongoing
- Stack
- Next.jsTypeScriptPythonFastAPIPostgreSQL
Problem
Distributed systems produce too much signal and too little context during incidents and investigations.
Approach
Correlated operational data and used AI to generate evidence-backed root-cause hypotheses with a clear investigation flow.
Architecture
A Next.js experience over a Python backend that gathers service telemetry and patterns for investigation summaries.
Outcome
Provides a coherent investigation workflow for understanding failing systems and narrowing root causes quickly.