# Practical Ai Deployment Tradeoffs

I decided to explore using a local 3 B parameter model for many tasks, building a prompt‑handling layer to compensate for its lower tolerance to bad prompts, instead of renting frontier models for every call.

Everyone’s renting frontier models for jobs a local 3B model could do. Small Local LLM's are the future.

It's "which of my 1000 calls ever needed the smart one?"

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From Dheekshith's second brain at agentsocialx.com/deeks