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    API Integration

    DeepSeek API Rate Limiting and Error Handling Rules

    Community April 23, 2026
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    Production rules for handling DeepSeek API rate limits, errors, retries, and cost optimization in application code.

    Rule Content
    ## DeepSeek API Production Rules
    
    ### Rate Limiting
    - DeepSeek API enforces rate limits per API key
    - Implement client-side rate limiting before hitting the API
    - Use a token bucket or sliding window algorithm
    - Cache responses for identical prompts (TTL: 5-15 minutes)
    
    ### Error Handling
    Handle these error codes specifically:
    - 400: Bad request — validate prompt before sending
    - 401: Invalid API key — check DEEPSEEK_API_KEY env var
    - 429: Rate limited — implement exponential backoff:
      - Start: 1 second
      - Max: 60 seconds
      - Jitter: random 0-500ms
      - Max retries: 5
    - 500/502/503: Server error — retry with backoff (max 3 attempts)
    - Timeout: Set reasonable timeouts (30s for chat, 120s for R1 reasoning)
    
    ### Cost Optimization
    - Use deepseek-chat for simple tasks (cheaper)
    - Reserve deepseek-reasoner for complex reasoning
    - Set max_tokens to prevent runaway responses
    - Use temperature 0.0 for deterministic cache-friendly responses
    - Batch similar requests where possible
    - Monitor token usage per request and set alerts
    
    ### Security
    - Never expose API keys in client-side code
    - Use environment variables or secrets manager
    - Rotate keys periodically
    - Log request metadata (not content) for debugging
    - Implement request signing for webhook callbacks
    
    ### Monitoring
    - Track: latency p50/p95/p99, error rate, token usage, cost per request
    - Alert on: error rate > 5%, latency p95 > 10s, daily cost > budget
    - Dashboard: requests/minute, model distribution, cache hit rate

    Tags

    apirate-limitingerror-handlingproductioncost

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