I've learned to skip most newly listed pairs. The effort required to research which liquidity providers are actually setting traps isn't worth the squeeze. New coins attract heavy farming activity from sophisticated players, and honestly, doing proper due diligence on every emerging pair is just too much overhead. Better to wait for proven liquidity and clearer market structure.