Jev + Anthropic Claude 3.5 Sonnet / Opus: Architectural Guide & Benchmarks

          import typesafe
import anthropic

ts_client = typesafe.Client()
claude_client = anthropic.Anthropic()

def handle_user_command(workspace_context: dict, prompt: str):
    # Route tool execution choice with zero schema error probability
    routing = ts_client.decide(
        state={"context": workspace_context, "prompt": prompt},
        options=["EDIT_CODE", "RUN_TESTS", "SEARCH_CODEBASE", "ASK_CLARIFICATION"]
    )
    
    # Fast path for automated test runs without invoking frontier model
    if routing.choice == "RUN_TESTS" and routing.confidence > 0.95:
        return {"action": "RUN_TESTS", "status": "executed_locally"}
        
    # Deep code authoring routed directly to Claude
    response = claude_client.messages.create(
        model="claude-3-5-sonnet-20241022",
        max_tokens=4096,
        messages=[{"role": "user", "content": prompt}]
    )
    return {"action": "CODE_GEN", "output": response.content}