Inground hot tubs are usually more than $10,000, so many people turn to plug-and-play options instead. But when it comes to inground vs plug-and-play hot tubs, is there any real difference?

Swapping large language models (LLMs) is supposed to be easy, isn’t it? After all, if they all speak “natural language,” switching from GPT-4o to Claude or Gemini should be as simple as changing an ...

Enterprise teams who treat model switching as a “plug-and-play” operation often grapple with unexpected regressions: broken outputs, ballooning token costs or shifts in reasoning quality.