AI-Powered Debugging

// AI-Assisted Debugging
import { MCPDebugger } from '@mcpcodex/debug';

const debug = new MCPDebugger({
  model: 'claude-3-opus',
  verbosity: 'detailed'
});

// Automatic error analysis
debug.catch(async (error) => {
  // AI analyzes the error
  const analysis = await debug.analyze(error);
  
  console.log('Error Type:', analysis.type);
  console.log('Root Cause:', analysis.rootCause);
  console.log('Stack Analysis:', analysis.stackAnalysis);
  
  // AI suggests fixes
  const fixes = await debug.suggestFixes(error);
  fixes.forEach(fix => {
    console.log(`Fix ${fix.confidence}% confidence:`);
    console.log(fix.description);
    console.log(fix.code);
  });
  
  // AI checks for similar issues
  const similar = await debug.findSimilarIssues(error);
  console.log('Similar issues found:', similar.length);
});

// Intelligent breakpoints
debug.setSmartBreakpoint({
  condition: 'When user authentication fails',
  analyze: ['user', 'session', 'request'],
  trace: true
});

// Performance Debugging
import { MCPProfiler } from '@mcpcodex/debug';

const profiler = new MCPProfiler();

// AI identifies performance bottlenecks
async function processData(data: any[]) {
  const trace = profiler.start('processData');
  
  // Your code here
  const results = await complexOperation(data);
  
  // AI analyzes performance
  const analysis = trace.end();
  
  if (analysis.isBottleneck) {
    console.warn('Performance Issue Detected:');
    console.log('Duration:', analysis.duration, 'ms');
    console.log('Memory Delta:', analysis.memoryDelta, 'MB');
    
    // AI suggests optimizations
    const optimizations = await profiler.suggestOptimizations(
      'processData',
      analysis
    );
    
    optimizations.forEach(opt => {
      console.log(`Optimization: ${opt.impact} impact`);
      console.log(opt.description);
      console.log('Before:', opt.before);
      console.log('After:', opt.after);
    });
  }
  
  return results;
}

// AI monitors for memory leaks
profiler.watchMemoryLeaks({
  threshold: 100, // MB
  callback: (leak) => {
    console.error('Memory leak detected:', leak.location);
    console.log('Suggested fix:', leak.fix);
  }
});

// Real-time Debugging Interface
import { MCPLiveDebug } from '@mcpcodex/debug';

const liveDebug = new MCPLiveDebug({
  port: 9229,
  ui: true // Opens debugging UI
});

// Connect to running application
liveDebug.connect(process.pid);

// AI watches variable changes
liveDebug.watch('user.session', (oldVal, newVal) => {
  console.log('Session changed:', { oldVal, newVal });
  
  // AI detects anomalies
  if (liveDebug.isAnomaly(newVal)) {
    console.warn('Anomaly detected in session data');
    liveDebug.snapshot(); // Capture state
  }
});

// Interactive debugging with AI
liveDebug.on('breakpoint', async (context) => {
  // AI analyzes current state
  const state = await liveDebug.analyzeState(context);
  
  console.log('Current State Analysis:');
  console.log('Variables:', state.variables);
  console.log('Call Stack:', state.callStack);
  console.log('Predictions:', state.predictions);
  
  // AI suggests next debugging steps
  const nextSteps = await liveDebug.suggestNextSteps(context);
  console.log('Suggested actions:', nextSteps);
});