AI article
Why I Ditched "Just Let the LLM Handle It" for a State Machine (And Slept Better at Night)
Community description: When I started building my AI technical interviewer, I did what most people do: I threw a big system...
Dev.to | Sep 15, 2026 | Valipireddy Kowshik
Automated excerpt
It's a language model, not a state tracker. The LLM only gets called inside a state, to do the one thing that state needs: generate a question, generate a hint, or generate a scorecard. It's a really good passenger with really good opinions.
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