Shane Campos

ERU / Mechanical Engineering.

[Narendra Modi @narendramodi]

देशवासियों ने कांग्रेस को स्पष्ट संदेश दे दिया है कि उसकी परजीवी पॉलिटिक्स नहीं चलेगी। भाजपा को जनता-जनार्दन का आशीर्वाद इसलिए मिल रहा है, क्योंकि वो हर क्षेत्र में विकास को सर्वोपरि रखकर काम कर रही है।

[nOnEpcbl. @nonepcbl]

you're not using AI wrong

you're just using it like it's still 2023

met a dev yesterday

he said something that sounded stupid at first:

"i don't prompt anymore"

i asked what he means

he showed me a bug:

broken code
failing test
logs everywhere

no clever prompt

just:

"fix it"

the model:

> read the repo
> found the root cause
> patched it
> explained why
> verified the result

no back-and-forth
no babysitting

that’s when it clicked

AI didn't suddenly get smarter

we just stopped using it as a chatbot

most people still do this:

open chat
ask
copy answer
repeat

every time from zero

meanwhile others are building:

agents that read everything
agents that run full workflows
agents that actually finish tasks

this is why models like Minimax M3 matter

not because of benchmarks

because they're built for:

> long context
> tools
> real execution

same shift everywhere:

Anthropic -> Claude Code agents
OpenAI -> tool-based workflows
MiniMax -> cheap agent models

different companies
same direction

AI is no longer answering

it's operating

and if you're still writing prompts manually

you're basically coding in Notepad in 2026

follow before you're the last one debugging by hand

[Lummox @Lummox_eth]

$799 FOR ONE MAC MINI M4. $55 PER MONTH OPERATING COST. CLAUDE LEADS YOUTUBE.

The Mac Mini runs 24/7 from $2 to $3 per month in electricity.

> Documentary from $12 to $15 per thousand views.
> Luxury content $15+.
> Gaming compilations from $10 to $14.

Deep sea creatures and infrastructure rounding out the portfolio.

The economics are concrete : $55/m or $1,459/y.

Conservative month with two channels make $4,000 per month.

Mid case with all five at different stages: $8,000 to $12,000 per month combined.

> Monday night documentary research.
> Tuesday luxury scripts.
> Thursday deep sea visual prompts.
> Friday infrastructure.
> Saturday you approve the outputs.

One review session per week. Everything else runs on the machine.

[xryndel @sirindel]

Hui Lui bought 100 Mac Minis to build a private AI server farm.

The crazy part?

One $599 Mac Mini can replace most of a $200/month Claude Code bill.

No prompt hacks.

No model upgrades.

Just local AI.

Ollama now plugs directly into Claude Code.

Same workflow.

Zero API costs.

While most developers keep stacking subscriptions, a small group is stacking hardware.

One pays rent.

The other owns the compute.

Bookmark this before local AI becomes the default.

[SoFi @SoFi]

Proud to support investment opportunities.

[ToraX @torax_fi]

your OpenAI bill is $200/month

this box costs $249 once and $2/month in electricity

Nvidia Jetson Orin Nano Super wallet-sized. 25 watts

runs 7B models locally no API no rate limits no data sent anywhere

same workload 99% cheaper breaks even in 10 weeks

the people who set this up in 2025

are going to look very smart in 2027

[Shane Campos @60_ENB_61]

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[Shane Campos @60_ENB_61]

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[Shane Campos @60_ENB_61]

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