Protocol Monitoring

Kaizer's protocol monitoring system provides comprehensive surveillance of DeFi protocols through automated agents. These agents continuously analyze protocol behavior, detecting anomalies and generating alerts through REST APIs. The system monitors:

• Transaction patterns and volume anomalies

• Smart contract interactions and changes

• Liquidity movements across protocols

• Gas price fluctuations and network congestion

Anomaly Detection

Machine Learning Framework

// class AnomalyDetector:
    def __init__(self, protocols):
        self.ml_model = AdvancedAnomalyModel()
        self.monitored_protocols = protocols
    
    def detect_risks(self, blockchain_data):
        anomalies = {
            'unusual_transactions': self.identify_transaction_anomalies(blockchain_data),
            'liquidity_risks': self.assess_liquidity_changes(blockchain_data),
            'smart_contract_vulnerabilities': self.scan_contract_risks(blockchain_data)
        }
        return anomalies

Risk Management Alerts

Alert Configuration

// {
  "alert_type": "liquidity_threshold",
  "protocols": ["uniswap", "aave"],
  "thresholds": {
    "liquidity_drop": "10%",
    "unusual_volume": "$5M"
  },
  "notification_channels": [
    "email",
    "telegram",
    "discord"
  ]
}

Notification System

• Configurable alert levels

• Multi-channel delivery

• Customizable risk parameters

• Instant communication