Deterministic AI

Not Every Problem Needs an LLM. You’re Just Too Lazy to Write a Script.

Most developers routing structured data through LLMs aren’t solving hard problems — they’re burning money on probabilistic engines to do what deterministic code handles for free. The real bottleneck isn’t model capability. It’s the lazy instinct to throw tokens at every task. If your LLM call doesn’t require reasoning, it shouldn’t be an LLM call.