Arlo Brown

@sadkoala424584

Lower Hutt, New Zealand Joined Jan 2026

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Arlo Brown

@sadkoala424584 · Jan 12, 2026

Sanni Arola

@greenswan421176 · Jan 12, 2026 3:49 am

JL engine: Emotion-Weighted Middleware for AI/ AI Personality Orchestrator. I could use a hand as ive hit a roadblock wi

Hey yall! So i have been working on this thing called the jl engine for a minute now. So i started this basically cause i got tired of ai just being a polite robot so i built a middleware layer that treats an llm like a piece of high performance hardware and went from there.
i have an "emotional" aperture system that calculates a score from like 9 different signals to physically choke or open the model's temperature and top_p in real time. i also got a gear based system (worm, cvt, etc) that defines how stubborn or adaptive the personality is so it actually has weight. there is even a drift pressure system that monitors for hallucination and slams on a hard lock if the personality starts failing.
the engine is running fine on python and ollama but i am honestly not the best deployer and i am stopped in my tracks. i am a founder and an architect but i am not a devops guy. i need a hand with the last mile stuff before I rip all my hair out. there's a bit more then meets the eye with this one.
i am keeping the core framework proprietary but i am looking for a couple people who want to jump in and help polish this into a real product for some equity or a partnership. if you are bore

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