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Going round in circles. Anyone else feeling it? As software developers we're very susceptible to the silver bullet, shiny new thing that's going to make building stuff easier. Queue the fail loop: see shiny thing, adopt shiny thing, run into problems, see new shiny thing.

AI doesn't feel so different. Where it gets interesting is when you work through all the noise and realise being effective with AI depends on exactly the same fundamentals as being effective without AI. Short feedback loops, small batch sizes, optimising for early user feedback etc.