28 years of flooring industry experience and now the leap to tech. Custom software
Virginia, USA
Joined March 2025
- Tweets4.4K
- Following552
- Followers353
- Likes3.5K
Mandrel is not just text memory, it tells the Story back to your agent of 'Why' you did something 6 weeks ago.
Maintain your projects with Mandrel.
ridgetopai.net
If you want to try Mandrel on our hosted version go to Ridgetopai.net and sign up. You will get 45 days of the free hosted version.
- Includes daily backups and snapshots every hour.
- adjudication on records
- your own isolated database
Introducing Mandrel OSS
It's important if you want to maintain your projects that you have history that an agent can read and understand on why you made decisions. Mandrel answers the why with evidence and chains decisions to your work.
You can build just about anything now but can you maintain it? Can you scale it? Can you serve it to users? Mandrel was designed for long term memory of your projects. It uses type graph and model calls to ensure your context is current. I've been working on this for over a year to make a memory/management system that works for you and your AI.
RidgetopAi 🔳 retweeted
Dessa should ship with Omarchy as its native voice model.
I want to talk to my desktop while I’m building. Ask a question, interrupt, think out loud, keep going.
@jack has me imagining another project. @dhh @ryanrhughes please get there before I do 😅
We believe voice is the most natural way to interact with intelligence, so we created Dessa, the most authentic full-duplex speech model ever built. Talking with it feels like talking with a person…full of emotion, nuance, pauses, and a natural cadence.
block.xyz/dessa
RidgetopAi 🔳 retweeted
🔥 Omarchy Sunday Builders Clup ep07 🔥
Sunday 3PM EST
On this show:
🚀 Omarchy 4.5 RC1, "three releases in one"
🎮 Omarchy on a PS5 and an NVIDIA Shield
🤖 the agents run QA now
🔒 Arch says update now, twice
🌏 an Omarchy China edition with Alibaba Cloud
Built something this week?
Broke something?
COME TELL US ABOUT IT!!!
New to linux or Omarchy?
COME HANG OUT!
No politics, no ego.
HEAR YOU THERE!
(pls RT to get the word out?)
xitter.cf/i/spaces/1qJDzWZWnjwKV…
/ @SundayBuildClub @ncfrontiersman @calledtocnstrct
Introducing Mandrel OSS
It's important if you want to maintain your projects that you have history that an agent can read and understand on why you made decisions. Mandrel answers the why with evidence and chains decisions to your work.
You can build just about anything now but can you maintain it? Can you scale it? Can you serve it to users? Mandrel was designed for long term memory of your projects. It uses type graph and model calls to ensure your context is current. I've been working on this for over a year to make a memory/management system that works for you and your AI.
I would appreciate a star! Thank you and keep building!
github.com/RidgetopAi/mandre…
RidgetopAi 🔳 retweeted
We need to rebuild the entire digital ecosystem from the ground up.
At least there will be plenty of jobs for a while.
What a fun conversation @NixFred!
github.com/RidgetopAi/mandre…
omarchy builder #18: @RidgetopAI
Brian Jones was a Navy electronics tech who taught himself BASIC on a TI 99.
Now he builds every night. His project is Mandrel, a Postgres memory and decision graph for AI agents. It's open source:
github.com/RidgetopAi/mandre…
His reason: "Because I didn't want to build a toy."
Full story and 6 shorts:
omarchy.builders/builders/br…
What are you building that isn't a toy?
RidgetopAi 🔳 retweeted
omarchy builder #18: @RidgetopAI
Brian Jones was a Navy electronics tech who taught himself BASIC on a TI 99.
Now he builds every night. His project is Mandrel, a Postgres memory and decision graph for AI agents. It's open source:
github.com/RidgetopAi/mandre…
His reason: "Because I didn't want to build a toy."
Full story and 6 shorts:
omarchy.builders/builders/br…
What are you building that isn't a toy?
Thanks @NixFred for the conversation today! He's a good guy and wants to help. Smart, no ego and he builds!
submitted 3 PR's to his how.nixfred.com/ based on what I've learned building AI project memory.
Thanks @NixFred for the conversation today! He's a good guy and wants to help. Smart, no ego and he builds!
submitted 3 PR's to his how.nixfred.com/ based on what I've learned building AI project memory.
RidgetopAi 🔳 retweeted
We believe voice is the most natural way to interact with intelligence, so we created Dessa, the most authentic full-duplex speech model ever built. Talking with it feels like talking with a person…full of emotion, nuance, pauses, and a natural cadence.
block.xyz/dessa
I want the opposite of the new iPhone Duo. Give me a blackberry that runs @omarchy
I jumped on @subquadratic Snap early on for Mandrel and now we have a new version Snap 1.1.
We use Snap for memory and to determine superseded context. Replaced a smaller reasoning model and much much cheaper.
Not all memory is the same!
