Troubleshooting AI Agent Behavior

const axios = require('axios');

async function callAgent(prompt, retries = 3) {
  for (let i = 0; i < retries; i++) {
    try {
      const response = await axios.post('https://api.example.com/agent', {
        prompt: prompt
      });
      return response.data;
    } catch (error) {
      if (error.response?.status === 429 && i < retries - 1) {
        await new Promise(resolve => setTimeout(resolve, Math.pow(2, i) * 1000));
        continue;
      }
      throw error;
    }
  }
}

<prompt>
You are an expert JavaScript developer. Please refactor the following code to use modern async/await syntax and handle errors gracefully.

```javascript
function fetchData() {
  return fetch('/api/data')
    .then(response => response.json())
    .catch(error => {
      console.error('Fetch failed:', error);
      return null;
    });
}
```

Expected output:
- Use async/await
- Include proper error handling with try/catch
- Return a default object if fetch fails
</prompt>

const sessionContext = {
  sessionId: 'session-12345',
  messages: [
    { role: 'user', content: 'What is the weather today?' },
    { role: 'assistant', content: 'It is sunny with a high of 75°F.' }
  ],
  lastUpdated: new Date()
};

function updateContext(sessionId, newMessage) {
  const session = getSessionById(sessionId);
  session.messages.push(newMessage);
  session.lastUpdated = new Date();
}

const agentConfig = {
  maxRetries: 3,
  retryDelay: 1000,
  exponentialBackoff: true
};

const ai = new AIAssistant({
  model: 'gpt-4',
  sessionTimeout: 3600
});

// Simulate corrupted state
ai.context.add('user', 'Hello, AI!');
ai.context.add('agent', 'I am ready to help.');

// Clear session
ai.reset();

// Agent is now in a fresh state
console.log(ai.context.size); // 0

# Bug Report: Incorrect Code Generation

## Summary
The AI agent generated code that does not compile or behaves unexpectedly.

## Steps to Reproduce
1. Prompt: "Generate a React component that fetches data from an API"
2. Agent response includes invalid syntax in the useEffect hook

## Expected Behavior
Valid React component with proper API fetching logic.

## Actual Behavior
Code contains syntax errors and incorrect hook usage.

## Environment
- AI Agent: CodeWhisperer v2.3.1
- Language: JavaScript/TypeScript
- IDE: VSCode 1.85.0

## Attachments
[bug_report.zip](attachment)

const agent = new AIAssistant({
  debug: true,
  logLevel: 'debug',
  logger: console
});

// Example of a runaway loop in an AI agent
let iterationCount = 0;
const maxIterations = 100;

function processWithAI() {
    iterationCount++;
    
    if (iterationCount > maxIterations) {
        console.error("Runaway loop detected! Stopping.");
        return "Stopped due to loop limit";
    }
    
    // Simulate AI processing that might go wrong
    const result = aiAgent.process("task");
    
    // If the agent keeps returning same result, it might be looping
    if (result === "sameResult") {
        console.warn("Potential loop detected in AI agent response");
    }
    
    return result;
}