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Developer shares checklist for vetting LLM gateways

A developer shared a concise checklist for evaluating new LLM gateways, emphasizing auditable first calls over pricing alone. The process involves verifying API keys, checking logs for model usage and costs, and testing error handling before proceeding to more complex features. This approach is particularly useful for gateways that route across multiple providers or integrate with less common models like Qwen or DeepSeek. AI

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IMPACT Provides a practical guide for developers integrating with LLM services, focusing on reliability and cost transparency.

RANK_REASON Developer shares a personal methodology for evaluating LLM gateways, not a new product release or significant industry event.

Read on dev.to — LLM tag →

COVERAGE [1]

  1. dev.to — LLM tag TIER_1 · Lina Chen ·

    A Tiny First-Call Checklist Before Trusting Any LLM Gateway

    <p>I usually do not trust a new LLM gateway from the pricing page alone. My first test is intentionally small and boring.</p> <p>Here is the checklist I use before sending real traffic:</p> <ol> <li>Create a fresh API key.</li> <li>Run one tiny chat request.</li> <li>Confirm the …