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feat: Implemented data storage and baselining

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2025-08-18 12:49:51 -05:00
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SPEC.md
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@@ -55,9 +55,10 @@ The project will be composed of the following files:
- The loop will execute the data collection, analysis, and alerting steps periodically.
- The frequency of the monitoring loop will be configurable.
## 4. Future Features
## 4. Data Storage and Baselining
- **4.1. Data Storage and Averaging**: Store historical system data to calculate baseline averages for more accurate anomaly detection.
- **4.1. Data Storage**: The agent will store historical monitoring data in a JSON file (`monitoring_data.json`).
- **4.2. Baselining**: The agent will calculate baseline averages for key metrics (e.g., RTT, packet loss) from the stored historical data. This baseline will be used by the LLM to improve anomaly detection accuracy.
## 5. Technical Requirements