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Sangmin Lee
Sangmin Lee

Posted on • Originally published at claudeguide.io

Claude API Error Handling: Production Patterns with Retry Logic

Originally published at claudeguide.io/claude-api-error-handling-production

Claude API Error Handling: Production Patterns with Retry Logic

Claude API errors fall into two categories: retriable (529 overload, 529 rate limit) and non-retriable (400 bad request, 401 authentication, 404 not found). The production pattern is: retry 529 errors with exponential backoff + jitter, fail fast on 4xx errors, and wrap all API calls in a circuit breaker for sustained outages. This guide covers every error type and provides ready-to-use Python and TypeScript implementations.


Error codes reference

HTTP Status Error Type Retriable? Action
400 invalid_request_error No Fix your request
401 authentication_error No Check API key
403 permission_error No Check model access
404 not_found_error No Check model name
422 invalid_request_error No Fix request body
429 rate_limit_error Yes Exponential backoff
500 api_error Yes Retry with backoff
529 overload_error Yes Retry with longer backoff

The baseline retry pattern (Python)


python
import anthropic
import time
import random
from typing import Optional

client = anthropic.Anthropic()

def call_with_retry(
    model: str,
    messages: list,
    max_tokens: int = 1024,
    max_retries: int = 5,
    base_delay: float = 1.0,
) -

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