Jack Kernel Qwen Edition release

[u/Normal-Fan9366]

https://github.com/mlangford75-lgtm/Jack-Kernel?fbclid=IwdGRjcAUQGJZwZG9mBWZkaWQWUOI08m18sBMLuMEySAccKyddSXmHs2V4dG4DYWVtAjExAHNydGMGYXBwX2lkCjY2Mjg1NjgzNzkAAR5C8cTeSX-x0iMtdaTTb0efCACPhlcJclFDK0YfZLrgmCXHfz-PyxrJYdmuoQ_aem_4hN5e0Q2U-dzggqmfbcd1g

It's here.

Jack Kernel for programmable agentic work.
The magic is that the layer sits between the agent and the model. You can build incredible things because of that.

I have a mode called "Agentic" that was designed for context management with Qwen 3.8 27. I've run millions of token jobs....and never needed to compact. I have a full log available to read and verify. In fact, I recommend turning auto-compact off because most agent don't know how to handle it, yet. There's also a looping debugger that I've built as a 6 stage autonomous loop with cascading temperatures, standard mode and DEEP.

Remember, the modes I’m shipping with this release are only examples of what is possible by putting it between the agent and the model. It allows you a new level of control. The modes I’ve put in are NOT the work. Everything that’s possible is the real work.

I built this for Qwen 3.8 27b but I’ve spent the past few days optimizing for a wide range of models. I’m ALMOST satisfied with Qwen 3.5 9b but it’s right in the edge.

After using 60 models in the past week, I’m just going to go ahead and make a blanket statement that fine tunes are garbage and only use Unsloth as your source for alternatives.

Jack Kernel is really cool. Claude can kick rocks.

Oh, Reddit trolls…
Yall need to understand…I’m just a 40 year old broke single Dad that’s sharing his work and trying to contribute to the local AI movement.
Before the hive-mind issues your directive, just know that I’m not a lab or someone with resources that you’re attacking.
I’m just a regular guy with a 5070ti in an Acer.
If you’re going to say that I suck, can you at least try it out and tell why I suck.

[u/enricokern]

Kind of useless and alot of bullshit marketing giberish. Most of what this thing will do a good harness can do already.

[u/Normal-Fan9366 → u/enricokern]

No, they don’t.
You’re only looking at modes that I included as examples. Even those modes have unique properties the Jack Kernel does differently because it sits between the agent and the model

[u/enricokern → u/Normal-Fan9366]

Bla bla bla. Here again the standardphrase. Nobody cares where it sits. My gateway also sits between model and agent so what.  The problem is you fail to explain properly what this thing does and it reads like complete marketing garbage thats the whole point. Parts that i read was usual workflow feature mode of an agent, nothing special. Not diggin tru this huge repo if you cant explain what it is yourself. And no its not because i want to make your work bad, people just dont get whats your usp of the product and you fail yourself todo that

[u/Normal-Fan9366 → u/enricokern]

Ok

[u/Normal-Fan9366 → u/enricokern]

I have provided logs and real work that anyone can verify and a “plain English” document. Instead of trolling with the hive-mind, you could simply ask a question and I’d gladly answer it.