Rafae Mush

Sometimes it feels like, people just don’t like learning.

I’ve been thinking about this a lot lately - Agentic Coding and framework choice. As someone who’s comfortable with TypeScript with Nest, C# with .Net Core, Python Fast API, and Go, when it comes to building a bunch of APIs, I’ve found myself pausing less to ask can I build this in any of these stacks? and more to as to which one am I actually choosing, and why? Because with agentic coding, the equation feels like it’s changing. The value seems to be shifting away from just how fast you can write code by hand, and more toward how well you can think through systems, make good engineering decisions, and work in a way that lets you build and adapt confidently. So for me, stack choice starts to feel less like a question of personal coding preference and more like a question of leverage. Which ecosystem is the most versatile? Which codebase will be easiest to read, understand, and safely change later? Which stack will make the system easier to operate and maintain over time? I don’t think the takeaway is that coding skill no longer matters, it does. It’s more that code comprehension, design judgment, and maintainability may matter more now than raw implementation speed. That’s what makes the question interesting to me nowadays... - Not just how do I build the APIs? but which stack actually gives me the best long term leverage? Rhetorical Questions...

@Aryan_Zoro @MoneyPrinter0x watch a couple of YouTube videos and hop in.The main thing to understand is that you are now more than capable if you have a vision. Just get started and you’ll learn everything along the way. YouTube anything you need to learn for the basics, twitter for more intricate knowledge

@rafae_mush @MoneyPrinter0x Hey bro, where can I begin/start and what are you using to learn, if you don’t mind me asking

yo wait it feels like we bout to enter an agent engineer bullrun

this has been what im trying to say for months ive been calling it harness engineering but after the leak today, it turns out that anthropic's multi hundred billion dollar internal engineering team HAS been doing harness engineering internally all this time. thats literally what made claude agents heads and shoulders above every single other frontier lab's agents. the thesis is right. this time the portfolio and the investment is my skillset instead of just my money time to 1000x yourself. clone yourself then control your clones with your harnesses. physicality and time is no longer the bottleneck. everything within your intent is reachable, as long as your intent is focused, well-designed and your vision is clear as day. the dream of spawning and controlling an 11-man dream team of different manifestations of your clones is no longer a dream. going all in to the multi-dimensional Agent Architect + Capital Manager barbell era.

“Prompt engineering” was v1. Context engineering is what actually wins now. Same models. Different outcomes. The gap is system design: memory, harness, constraints, eval loops.

@gainzy222 Similar thoughts, too much damage to U.S if they keep it closed, they’d rather spend the budget on offensive instead of defensive plays

I think this is a long and the strait will be opened soon Disclaimer: I don’t know shit about geopolitics Anyway imo the issue isn’t opening the strait, it’s keeping it open

AI Engineers are going to be insanely valuable for the next 3-5 years. Just someone who is VERY good at deploying AI in any use case. Basically use Claude Code + Codex + OpenClaw + Grok + Gemini to solve any problem a business is having. Next-level valuable.

AGI agents offload cognitive load so that humans can get closer to self-actualization. in the very near event horizon where your value is not measured by your low-level execution nor your pure labor skills, but simply your *capability & reproducibility of systematic labor leverage unique to you* - which is a near-pure derivative of your management skills of the new world, agent management / agent orchestration skills, your processes, your personal agent organizations, your personal agent orchestration algorithms and agentic labor systems becomes the proxy of your (transient) humantic labor value. your labor capability exist simply as how well you designed and leverage your X*Y*Z*... multi-agent matrix system - a labor multiplier measured simply by the delta between where you are and how close you are to where you want to be. the upper class would be measured by capability of meta-thinking x abstract thought which births original idea generation. neuroplasticity is the new societal gold and personal labor systems are the new societal silver. would you choose to be a blacksmith when the industrial factory is entering society? what happens to societal masses is up for the lawmakers to decide. what you choose to achieve with these gifts is up to YOU to decide. this is the post-cognitive repetition world and we are entering the short transient phase of research & engineering limit removal. you can be whatever, whoever, whenever you want to be. with agents. so who do you want to be?

I've traded for 9 years and this is everything I know about trading with Order Flow ↓ x.com/KoroushAK/stat…

Someone just built a 3D thought map by turning Obsidian embeddings into living networks. It lets you see the "shape" of your mind.. centralized, decentralized, and distributed.

@KillaXBT Yep, take out those 72k shorts and then lower. With you here🤙🏼

$BTC Low leverage liquidations are building up above 71–73K. On the HTF, my primary scenario over the past few weeks has been one final push above the highs before a breakdown below 60K. I will begin building shorts at 71K+ onwards.

Unpopular Opinion When metals top ( $XAU $XAG )… $BTC bottoms.

Consider fasting. The health benefits to dry fasting are amazing. Animals naturally dry fast when they’re sick or injured to heal Fasting is like a natural miracle cure, I know many cancer patients who have massively benefited from fasting. You should look into the health benefits

@Crypto_Chase Very similar thoughts, Agreed🤙🏼

$BTC Optimal capitulation and a reasonable follow up.

Claude, create a strategy that monitors subreddits to identify capital rotation signals derived from social media chatter before Wall Street and mainstream media fully embrace. Then run the strategy and show me the top ten themes, along with high potential tickers.

$BTC 30D Short Liquidations: 3.11B Long Liquidations: 13.65B

This man has access to Binance orderbooks. He can see everyone’s positions. If you were in his position, what do you think he is implying with this tweet? $BTC