SentraCore is a local system behavior intelligence platform for Windows that continuously analyzes system telemetry to understand performance behavior, detect anomalies, explain system slowdowns, and estimate future resource pressure before it impacts usability.

Unlike traditional monitoring tools that focus on raw snapshots, SentraCore interprets system behavior over time — helping users understand what is happening, why it is happening, and how it may affect overall system responsiveness.

SentraCore currently includes:

• Real-time telemetry monitoring
• Behavioral baseline learning
• Statistical anomaly detection
• Root cause analysis
• Predictive risk estimation
• Historical monitoring (Logbook)
• Flutter desktop dashboard
• Windows installer and packaging system

Unified system health scoring based on:

• resource pressure
• anomaly deviation
• sustained stress trends
• predictive degradation risk

Learns normal system behavior per machine, including:

• CPU usage patterns
• memory behavior
• disk activity trends
• time-of-day workload patterns

Analyzes:

• process activity
• resource contention
• event timing
• system degradation patterns

Provides ranked likely contributors instead of raw metrics alone.

Estimates future resource exhaustion using trend analysis:

• memory saturation forecasting
• CPU trend projection
• disk pressure estimation
• ETA-style degradation warnings

Automatically records and visualizes:

• CPU pressure
• memory pressure
• disk pressure
• long-term behavior trends

Includes:

• live alerts
• alert history
• diagnostics timeline
• Windows notifications
• root cause summaries

Flutter Dashboard
        ↕ WebSocket / REST API
Python Intelligence Engine
    ├── Telemetry Collection
    ├── Baseline Learning
    ├── Anomaly Detection
    ├── Correlation Engine
    ├── Prediction Engine
    └── Alert System

See the setup documentation below for full instructions.

# Start engine
.venv\Scripts\python -m engine.main

# Run dashboard
cd dashboard
flutter run -d windows

Download the latest installer from the Releases page.

The installer:

• installs SentraCore
• creates shortcuts
• configures optional startup launch
• sets up the monitoring engine automatically

SentraCore is built around five principles:

1. Observation
2. Behavioral Modeling
3. Anomaly Detection
4. Correlation Analysis
5. Predictive Awareness

Apache License 2.0