R.I.P. paying full Opus prices for every single AI task.
A properly routed open-source Claude stack can replace $200+ a month in frontier model spend.
It is not as easy as just swapping the model name and hoping for the same output.
But if you start today, you can have GLM 5.2 wired into Claude Code, a local model running on your machine with zero token cost, and your first autonomous loop built, verified, and running unsupervised by end of this week.
I usually charge $99 for access to this playbook but today, it's free.
Like this post + comment 'STACK' and I'll DM you the full guide for free.
The guide covers three things.
How to set up local models on your hardware in 15 minutes using Ollama, which model runs best at your RAM level, and the decision engine that tells you which of your tasks belong on local, which go to a cheap API like GLM 5.2 at $1.40 per million tokens, and which 20% actually justify Opus.
How to wire GLM 5.2 into Claude Code in under 5 minutes by editing one JSON config file so the same harness, skills, and workflows you already have run on a 5x cheaper engine for 80% of your tasks.
How to stop prompting and start building loops. The 4-condition test that tells you which tasks are ready to loop, the four blocks every loop needs, and the copy-paste prompt that builds your first loop orchestration skill with training mode, memory, and a verification step included.
(Must be following, or I can't message.)
Taking this down in 48 hours.
I made $22,400 last month copy-trading a bot that simulates BTC 10,000 times before every trade.
Same setup a Hong Kong marketer used to make $360K in 30 days.
I've prepared the exact step-by-step guide to make this Bot.
I could've sold this for $999. Giving it free for 24 hours.
To get it:
1. Comment the word "cash"
2. Like and Retweet
3. Follow me @codewithimanshu (Only then, i can DM you)
The system:
> Claude = the algorithm's brain
> MiroFish = the simulation engine
> 10,000 cycles run before every single trade
> $5,000-$15,000 profit per position
His wallet hit $366K. Mine hit $22.4K in 30 days copying him.
He's not predicting the market.
He's running 10,000 versions of the future before the market moves.
You're picking trades on vibes.
He's running Monte Carlo simulations while you sleep.
You Must Follow me @codewithimanshu, so i can send you DM.
Over the past two days, TWW has accumulated 40 million $whitewhale tokens into the treasury. While bad actors are trying to sabotage the project, TWW is actively draining their ammo.
A supply shock is building, and very soon it will no longer be profitable to keep pushing the price down. In fact, it already isnโt, which makes it clear this has turned personal.
They donโt want to see TWW succeed, because its success exposes the fragility of a business model that has been bleeding people dry for years.
Accumulate as much WW as you can. The more tokens in strong hands, the less firepower those bastards have. If possible, take advantage of the dips, not the FOMO. Letโs strip every last token from these manipulators.
We are at war against the system.
From the depths.
@TheWhiteWhaleV2@WhiteWhaleMeme
๐จ Special Announcement ๐จ
To celebrate the kick off of our $WhiteWhale Season 2 we will burn ๐ฅ 100 tokens for every โค๏ธ & RT of this post, up to 5% of total supply.
You have until January 16th, 17:00 UTC.
- From The Depths
๐ซถ๐