LaptopPulse

Overview

LaptopPulse is a lightweight Windows background service that monitors laptop hardware health in real time and provides AI-generated plain-English diagnostics. Built for users who want proactive failure warnings without cloud dependency.

Architecture

• ▸Daemon: Python background service monitoring CPU temp, battery wear, disk health, RAM usage
• ▸Analytics: Trend-based anomaly detection (rolling window + z-score) calibrated for 30–60 day early warning
• ▸AI Reports: Gemini/Claude generates plain-English health summaries from raw telemetry data
• ▸Dashboard: React + TypeScript local web dashboard served by Flask
• ▸Privacy: 100% local processing, zero telemetry, zero cloud calls (except optional AI report generation)

Performance

• ▸< 0.3% CPU usage while running in background
• ▸Battery wear trend analysis with projected replacement date
• ▸Disk health scoring with failure probability estimate
• ▸Thermal throttling detection and early warning alerts