Sanni Arola

Sanni Arola

@greenswan421176

I have bipolar disorder to start this off, I have other mental problems other than that but thats the main one that kinda controls my life. Lol. I'm a female an

Kemijärvi, Finland Joined Jan 2026

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Sanni Arola
@greenswan421176 · Jan 12, 2026

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

25 likes 99 responses
Sanni Arola
@greenswan421176 · Jan 11, 2026

Dell R640 U.2 NVME Storage Spaces No Bitlocker Auto-Unlock / Bitlocker to Go Only

I can’t find much online about this we have a server R640 main boot drive runs on a mirror SAS drive through the H330 controller.
Then i have some additional dell u.2 NVME drives, i’m using storage spaces and on the disks on the pool when i go to manage bitlocker it’s detecting them as removable. Even though running various powershell scripts the drives seem to be fixed local disks.
Anyone got a solution to make bitlocker stop seeing them as removable drives?

16 likes 73 responses
Sanni Arola echoed
Sanni Arola
@greenswan421176 · Jan 11, 2026
Siiri Palo
Siiri Palo
@angryelephant385921 · Jan 11, 2026 10:05 am

Oh well

If I know you correctly, then…
you did a great job: how could it be otherwise ;P

429 likes 251 responses
Sanni Arola echoed
Sanni Arola
@greenswan421176 · Jan 10, 2026
ClubHub Team
ClubHub Team Verified
@ClubHub · Jan 7, 2026 7:31 pm

Welcome to ClubHub

Introduce yourself and start conversations with your community.

500 likes 810 responses
Sanni Arola
@greenswan421176 · Jan 10, 2026

Dirty social media…

FUCK you all!!!
The next lovely woman who comes along is my target… I don't want to be such a fool and give my heart away to someone anymore.

17 likes 1 responses