Agent Performance Monitor

Agent Performance Monitor gives AI agents complete visibility into their own performance metrics, resource usage, and efficiency patterns. Like a fitness tracker for AI agents - track everything from response times to task completion rates.

The Agent Problem

Without Performance Monitor:

• Agent has no idea if it's slow or fast
• Can't identify bottlenecks in workflows
• No visibility into error patterns
• Can't optimize resource usage
• Blind to user satisfaction trends

With Performance Monitor:

• Real-time performance dashboards
• Automatic bottleneck detection
• Performance regression alerts
• Optimization recommendations
• Historical trend analysis

Core Features

📊 Real-Time Metrics Dashboard

• Response time tracking
• Task completion rates
• Error rate monitoring
• Resource usage (CPU, memory, tokens)
• Active session counts

🔍 Performance Analytics

• Historical trend analysis
• Performance regression detection
• Comparative benchmarking
• Peak usage identification
• Efficiency scoring

⚡ Optimization Engine

• Automatic bottleneck detection
• Performance recommendations
• Resource optimization suggestions
• Workflow efficiency analysis
• Cost optimization insights

🚨 Alert System

• Performance threshold alerts
• Error spike notifications
• Resource limit warnings
• Degradation detection
• Anomaly alerts

Commands

performance dashboard
performance status
performance optimize

Perfect For

Developers optimizing agent workflows, teams running production agents, anyone who wants data-driven performance improvements.