Jacob Dubin

Building AI systems that make sense ☕ | Husband, dad | Tech, land, BBQ | Royals • Chiefs • Mizzou

[Jacob Dubin @JacobDubin]

What Is CoffeeBreak? | AI Orchestration, Memory, and the Future of Intel... https://t.co/II5JCzazuM via @YouTube

[Jacob Dubin @JacobDubin]

@HarperSCarroll Harper, nice job keeping it simple. This is a skill I've leaned on in my career as well. Hard to find in tech and data. Keep up the good work!

[Jacob Dubin @JacobDubin]

CoffeeBreak started with software delivery:

Plan → Develop → Review → Test → Deploy → Observe → Evolve

But that pattern is bigger than software.

It is how real work becomes repeatable.

It is how processes improve.

It is how AI moves from prompt box to platform. ☕

[Jacob Dubin @JacobDubin]

@catrosemcmillan @X 👋

[Jacob Dubin @JacobDubin]

@skibaalexx @X 👋

[Kansas City Chiefs @Chiefs]

It's a good day in Chiefs Kingdom ✍️ @PatrickMahomes

[Jacob Dubin @JacobDubin]

Agree! @TranscendSoft and @CoffeeBreakAI1 can help!

[🦊 GitLab @gitlab]

@awscloud We couldn't agree more, @awscloud 😉https://t.co/EI4c8KtiFV

[Jacob Dubin @JacobDubin]

@Mayank_Msd Hello 👋

[Ian Rapoport @RapSheet]

Officially official.

[Jacob Dubin @JacobDubin]

@Ishitagupta_15 👋 I’m a builder and founder. I founded Transcendent Software and have a couple projects I’m working on in CoffeeBreak and Open Jibo.

[Jacob Dubin @JacobDubin]

New Open Jibo video is going up.

This one closes out Open Jibo Cloud 1.0.19 before I shift more focus toward the public cloud and broader Open Jibo work.

It has a little more talk time up front because I wanted to explain where things stand, what this checkpoint means, and what comes next. Then Jibo runs through another round of tests.

Still building. Still testing. Still bringing him back. ☕

https://t.co/Dzi9KhkTBy

[Jacob Dubin @JacobDubin]

Most businesses do not have AI problems.

They have business problems where AI might help.

That distinction matters.

Start with the work. Map the friction. Decide where AI belongs.

Then build the system. ☕

[Jacob Dubin @JacobDubin]

@Madhu0730684116 👋

[Transcendent @TranscendSoft]

I Have a Business Problem. Where Does AI Fit? https://t.co/uza72u77EK

[Jacob Dubin @JacobDubin]

The Pattern Underneath the Product https://t.co/XdkV4o7Xuw

[Jacob Dubin @JacobDubin]

@leakorsawe @X 👋

[Jacob Dubin @JacobDubin]

The model is not the product.

- The workflow is the product.
- The trust layer is the product.
- The human handoff is the product.
- The orchestration is the product.

The model is just one component in a much larger system. ☕

[Jacob Dubin @JacobDubin]

I wrote about this in my recent blog post:

https://t.co/2X5DaW0fkQ

[Jacob Dubin @JacobDubin]

AI demos answer the question: “Can this be impressive?”

Operational AI systems answer the question: “Can this be trusted inside real work?” ☕

[Transcendent @TranscendSoft]

AI Demos Are Easy, AI Systems Are The Real Work https://t.co/24zn3fjvPe

[Jacob Dubin @JacobDubin]

Expert First, Trusted After https://t.co/AIn9j3GDCi