GitHub - suyogdahal/AutoSreAgent: An AI agent that monitors application logs, detects errors, and automates creating Jira tickets.

Automated SRE Agent

An automated Site Reliability Engineering (SRE) tool that monitors application logs, detects errors, and automates incident management by creating Jira tickets.

🔧 Features

• Continuous log monitoring for error detection
• Intelligent detection of on-call employees
• Automatic Jira ticket creation and assignment to appropriate personnel

You can see an end-to-end execution demo in experimental/exp.ipynb.

The script main.py runs continuously, periodically scanning the log file for new errors.

⚙️ Configuration

To get started:

1. Copy .env.example to .env and fill in the necessary configuration values.

Additional configuration options:

• MONITORING_INTERVAL – Time interval (in seconds) between log checks (default: 60)
• LOG_FILE_PATH – Path to the log file to monitor

🧪 Testing

If you don’t have a log file to test with:

• Use the helper script utils/random_log_generator.py to generate synthetic logs.
• Or, simply try with the provided sample log file: output/logs.log

📌 Footnotes

This project was developed as part of the course CS 595 - TCPS: MLOps for Generative AI.

Special thanks to Professor Santosh Nukavarapu for such interesting project!