Implement Developer Agent with Claude 4 Opus and StarCoder 2

Implement the 'Developer' agent using LangChain, incorporating Claude 4 Opus for code generation and StarCoder 2 as a tool for code analysis and linting. Provide initial LangChain tool definitions for 'generate_code' and 'analyze_code'. ```python
from langchain_core.prompts import ChatPromptTemplate
from langchain_core.runnables import RunnablePassthrough
from langchain_core.output_parsers import StrOutputParser
from langchain_core.tools import tool
from langchain_anthropic import ChatAnthropic # Initialize Claude 4 Opus
llm_claude = ChatAnthropic(model='claude-4-opus') # Define a custom tool for StarCoder 2
@tool
def analyze_code(code: str) -> str: """Analyzes code for quality, security, and style issues using StarCoder 2 and returns a report.""" # Placeholder for StarCoder 2 integration return f"Running StarCoder 2 analysis on code snippet: {code[:50]}..." # Further implementation for the Developer agent...
```