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Brief

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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. A Tiny First-Call Checklist Before Trusting Any LLM Gateway

    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

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