Hey, great read as always. You really nail the fundamental shift required in thinking about LLMs as a probabilistic component rather than a deterministic service, which is a crucial architectural insight. While the isolation of these models is clearly essential, I find myself thinking about how we design user experiences that truly embrace and effectively manage the inherent unpredictability of such probabilistic ouputs.
Hey, great read as always. You really nail the fundamental shift required in thinking about LLMs as a probabilistic component rather than a deterministic service, which is a crucial architectural insight. While the isolation of these models is clearly essential, I find myself thinking about how we design user experiences that truly embrace and effectively manage the inherent unpredictability of such probabilistic ouputs.
Thanks a lot, really happy to hear that.
MCP can feel confusing at first, and that example came from a reals situation where we were trying to untangle the same thing.
If you discover anything interesting while working on your integration, I’d genuinely love to hear about it.