World... I give you a new arbitrary LLM quality Unit.

Woofer - A benchmark result that gives you an indicative value from 0 to 100 showing how strong the engine you are calling is.

You are welcome.

#ImSoSmart

So here is an example how #Vibecode does not rot your #programmer brain but actually helps you come up with innovative solutions to new (#AI) problems;

ISSUE: Local LLM models are frankly... Dumb.

THESIS: Design a Multi Agent Consensus pipeline. That is, a proposed deterministic code/data structure (bash,python, JSON, etc) is run through a chain of Agents, each one might be wrong separately, but together, they are wrong together !!! 😀

Then the sausage at the end, is verified with the WWW. The loop repeats until something usable pops out at the arse end.

Parameters: Set temperature to 0 in OLAMA (So models stick to the plan and dont hallucinate).

Also, use Syntax linters and hard guardrails on destructive shit.

Big plus: You don't burn compute at teh evil evil evil #Datacenters , you just crank your VPS CPU which as we all know, is not located at a #Datacenter but on a free range electric field emitting unicorn dust not pollution.

#ImSoSmart

This is the clever bit ( #ImSoSmart )

Mission.md is the grongus prompt.
Enough to boil a lake and brownout a small town.

Decomposer - Splits the grongus mission prompt into smaller chunked WU (Working units), they are classified by difficulty, some need CLI, Some need Worker/Text AI, Some need agentic brains.

Then the router assigns available/appropriate engine to each unit and cycles it until the required output pops out.

Now even though this is *ALL* #Vibecode, there are some keystone ideas of mine there that make it work. From the foundational "Lets get multiple engines to do my work for me" to some nice little nuances and functional fixes there.

Its also creating deterministic code (Python) so the end product can stand alone with only vestigal #AI

I guess its hard to explain it to the "WAAAH VIBECODE" folks, but there is a pivot in development here where you get to focus on function and design and leave the coal shoveling to the machine.

Ive shown it to some of my non-geek colleagues and I got blank looks and nods.

I should probably write it up as a paper. Its certainly would be enough to pass 2nd or maybe even 3rd year term #CompSci assignment.

'' My bright ideas shine "

TLDR: What does this do?
Uses up your compute when you are asleep on a big project. #Compute that would otherwise go to waste.

Okay wait didn't I join this instance like a month ago how do I have 115 followers

… Nevermind I forgot I migrated my followers over from my old instance

Post cancelled! Nevermind guys 💞