Most developers assume AI API calls are instantaneous and reliable, but a deep-dive test into the Laravel AI SDK reveals a messy reality of 60-second timeouts and wildly varying costs. While some models process data for a fraction of a cent, others stall out entirely or ignore character limits, forcing a total rethink of how we build AI-powered features.