SitePilot

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The Problem

Modern website operations require 24/7 monitoring, quick incident response, and careful remediation. Small teams and solo developers struggle to:

• Detect anomalies before users report them
• Diagnose root causes from complex logs
• Execute fixes safely without breaking things
• Maintain uptime without burnout

The Solution

SitePilot is an AI-powered operations agent that automates the entire incident lifecycle:

1. Monitor: Continuously tracks HTTP status, response time, SSL certificates, and content changes
2. Detect: Uses Qwen Cloud AI to identify anomalies (downtime, performance degradation, SSL issues, content tampering)
3. Diagnose: Qwen analyzes server logs to pinpoint root causes and suggest specific fix commands
4. Remediate: Automatically executes safe fixes (clear cache, reload nginx) and queues high-risk actions for human approval
5. Notify: Multi-channel alerts (email, Slack, DingTalk)

How We Use Qwen Cloud

Qwen Cloud is the brain of SitePilot:

• Anomaly Detection: Qwen-plus analyzes monitoring metrics against historical baseline to detect subtle anomalies that rule-based systems miss
• Log Analysis: Qwen-plus parses server logs, identifies error patterns, pinpoints root causes, and generates specific fix suggestions (e.g., "run systemctl status postgresql")
• Natural Language: All AI outputs are in natural language, making operations accessible to non-experts

Key Features

• Hybrid Detection: Rule-based fast detection + AI deep analysis
• Human-in-the-Loop: High-risk operations (restart service, block IP) require human approval
• Fallback Model: Automatically falls back from qwen-plus to qwen-turbo on errors
• OpenAI-Compatible: Uses Qwen Cloud OpenAI-compatible API for easy integration

Tech Stack

• Backend: Python 3.11, FastAPI
• AI: Qwen Cloud API (qwen-plus, qwen-turbo)
• Storage: SQLite
• Monitoring: httpx (async HTTP client)
• Scheduling: APScheduler
• Notifications: aiosmtplib (email), Slack/DingTalk webhooks

Demo

• GitHub: https://github.com/q404365631/sitepilot
• Dashboard: http://localhost:8000
• API Docs: http://localhost:8000/docs

Built With

• ai-operations
• anomaly-detection
• fastapi
• human-in-the-loop
• openai-compatible-api
• python
• qwen-cloud
• sqlite