Carousel Studio

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Drag Post #1
Machina
@EXM7777

I'm going to show you step-by-step how to consistently get the best outputs with Claude Code, Codex, OpenCode or whatever harness you're using...

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Drag Post #2
Machina
@EXM7777

because a harness is just the app you type your agent instructions into, the cockpit you sit in

Drag Post #3
Machina
@EXM7777

the instinct is to chase a better model to drop inside it (USING FABLE 5 LOL)

Drag Post #4
Machina
@EXM7777

the real edge you can get is somewhere else, in the fact that you stopped at one model at all

Drag Post #5
Machina
@EXM7777

and the timing makes that mistake more expensive than it used to be... because the single best model has become a moving target you can't count on:

Drag Post #6
Machina
@EXM7777

- Fable 5 is coming back for like a week and then it will be to expensive to afford

Drag Post #7
Machina
@EXM7777

- Mythos 5 is locked to a short list of government-vetted companies

Drag Post #8
Machina
@EXM7777

- GPT-5.6 Sol went out to about 20 approved firms and nobody else

Drag Post #9
Machina
@EXM7777

so betting your whole operation on whichever model is "best" this month keeps losing the moment it gets gated

Drag Post #10
Machina
@EXM7777

so the move is a merge of frontier LLMs, a handful of models carrying the work together instead of one model carrying all of it

Drag Post #11
Machina
@EXM7777

that's what separates average outputs from the best ones, and it's the first thing i set up on every project now

Drag Post #12
Machina
@EXM7777

if you want to learn how to get the most out of these tools and make real money with them, that's what the real time AI ops community is built for: weeklyaiops.com

Drag Post #13
Machina
@EXM7777

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Drag Post #14
Machina
@EXM7777

## the slow, miserable back-and-forth

Drag Post #15
Machina
@EXM7777

watch how a normal project goes, the bottleneck is sitting right in the middle of it:

Drag Post #16
Machina
@EXM7777

> you open one harness and hand it the task

Drag Post #17
Machina
@EXM7777

> then you take its plan, paste it into a second model, and ask "is this right"

Drag Post #18
Machina
@EXM7777

> the second one finds the holes, so you carry those notes back to the first

Drag Post #19
Machina
@EXM7777

> you spend the afternoon as a messenger, running context between two models that can't talk to each other

Drag Post #20
Machina
@EXM7777

let's be honest, that back-and-forth is a pain in the ass...