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Pigeonhole is a weekend project that turns a plain-English description into a tested classification API. I ran it on Jev (hosted, a fraction of a cent) and Laya (local, free) side by side on my own machine. Here's what each got right, how fast they were, and what it takes to run Laya yourself.
AI agents aren't magic. They're a loop. Here's the full picture - with a live dashboard you control.
Spoiler: you probably don't need to. Here's what actually happens after you integrate an LLM API, from whispering to a dragon to raising one from an egg.