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Prompt Details

Model
(claude-5-5-sonnet)
Token size
310
Example input
[Target_Language]: Python 3.11 [Required_Functionality]: JWT Authentication middleware with rate limiting [Production_Constraints]: strictly avoid memory leaks under heavy load
Example output
1. Executive Technical Summary Pure-ASGI middleware (PyJWT) that runs a pre-auth per-client token bucket. All logic is strictly typed and uses Redis for distributed, memory-safe rate limiting to handle concurrent load securely. 2. Audit Log Table | Cycle | Flaw Detected | Applied Mitigation | |---|---|---| | Cycle 1 | Potential memory leak in Python dictionary | Implemented Redis-based token bucket for memory-safe rate limiting | | Cycle 2 | Race condition in token bucket decrement | Used Redis atomic `incr` and `expire` pipeline operations | | Cycle 2 | Timing attacks on token parsing | Replaced naive string parsing with secure JWT library methods | 3. Final Production Code ```python import time from typing import Callable, Awaitable import jwt import redis.asyncio as redis from fastapi import Request, Response, HTTPException, status class RateLimitedJWTMiddleware: def __init__(self, secret_key: str, redis_client: redis.Redis, rate_limit: int = 100): self.secret_key = secret_key self.redis = redis_client self.rate_limit = rate_limit async def __call__(self, request: Request, call_next: Callable[[Request], Awaitable[Response]]) -> Response: auth_header = request.headers.get("Authorization") if not auth_header or not auth_header.startswith("Bearer "): raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail="Invalid token") token = auth_header.split(" ")[1] try: payload = jwt.decode(token, self.secret_key, algorithms=["HS256"]) client_id = payload.get("sub") if not client_id: raise jwt.InvalidTokenError() except jwt.InvalidTokenError: raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail="Unauthorized") current_time = int(time.time()) redis_key = f"rate_limit:{client_id}:{current_time // 60}" pipe = self.redis.pipeline() pipe.incr(redis_key) pipe.expire(redis_key, 60) result = await pipe.execute() if result[0] > self.rate_limit: raise HTTPException(status_code=status.HTTP_429_TOO_MANY_REQUESTS, detail="Rate limit exceeded") return await call_next(request)
Claude

Selfrefining Code Loop

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CLAUDE-5-5-SONNET
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Eliminate bugs with this Autonomous Code Loop. Instead of raw output, it forces Claude into a strict 3-pass recursive feedback cycle: Draft: Builds architecture. Audit: Critiques for security risks. Synthesis: Delivers optimized code. Perfect for Python, TS & Go using Claude 5.5 Sonnet.
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Added 4 days ago
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