Roan

@thejayden bookmarked jay, thanks for sharing

Ask your AI agent this: “Build me a full .md file based on this article.” Apply that .md file every time you start a new project.

@eng_khairallah1 bookmarked for tonight man

Anthropic pays $750,000+ a year for engineers who know how to build LLMs from scratch. [This is the free full course on building AI agents that actually work] ↓ Save this before everyone copies the playbook 1. Prompt engineering is dead. Context engineering is the game now. Load your agent with rich context so a two-word prompt gives you a perfect output. 2. One memory file makes it learn from every mistake and improve itself over time. 3. Skills are reusable SOPs for your agent. Explain a process once, invoke it forever. Watch the guide. Then read the guide below.

@maverickarpathy Everyone's Fav ofc

@RohOnChain Andrew Ng is the brilliant guy becoz of him i am in love with Deep Learning, Thank u for amazing share ron

This 30 mins Stanford lecture on AI opportunities by Andrew Ng will teach you more about winning in the AI race than every piece of AI content you have scrolled past this year. Bookmark this & give 30 mins, no matter what. It'll be the most productive thing you do this week.

@rossium absolutely ross

@RohOnChain gem

@phosphenq thank you my man :)

@RohOnChain another banger, bro

@thejayden so much of value in one single article absolute masterpiece jay 🫡

@eng_khairallah1 thanks for sharing bro

Jane Street pays $750k/ year for quants who can answer how to use Stochastic Process and Markov Chains in quant trading. This 1-hour MIT lecture on probability is the exact foundation these quants built their $750K careers on. Bookmark & watch today.

@rossium this is one of the best lectures from MIT

Citadel pays $650k/year for quants who use Markov Chains to find regime-switching edges. This 1-hour MIT 6.041 lecture on Markov Chains gives you the exact same framework quants get paid $54k/month to apply. Bookmark & watch today. Then read the article below.

@maverickarpathy definitely you should maverick

@RohOnChain I need to study this and be a cracked quant

The secret of Hedge Funds is revealed in a 17 page PDF. Stanford released the complete Hidden Markov Model framework that quants at firms like Jane Street & Two Sigma are known to use & released it for free. Bookmark this & read the article below before someone takes it down.

@eng_khairallah1 glad you found useful

@RohOnChain useful share bro! bookmarked it for later

@thejayden banger article, top notch content jay 🫡

Stanford PDF - web.stanford.edu/~jurafsky/slp3…

@horizon_trade_x mind blowing, need to run my strategies on horizon now

@DeRonin_ this is must watch lec, saving this for tonight

Jane Street pays $750k/year for quants who can run neural networks across thousands of market signals This 1-hour Cornell lecture by Marcos Lopez de Prado gives you the same framework those quants get paid $60k/month for Bookmark & watch today. Then read the article below to repeat

@eng_khairallah1 thanks for sharing bro

@0xRicker insightful bro, thanks for sharing

How Jane Street actually makes $20B a year, revealed in 12 minutes by one of their own engineers This is what a $400k Jane Street quant actually does all day Real inside view. 12 mins. Free Bookmark & watch today

@0xMovez worth watching

Сreator of Claude Code just did a 30-minute Claude vibe-coding live session with creator of Bun 32 minutes. free. By the person who built it. 100% of Boris’s code is written by Claude. It's the best vibe-coding masterclass you’ll watch this week. One video replace 10 paid vibe-coding courses.

@eng_khairallah1 this looks solid

Google Cloud AI engineer just showed how they go from idea to deployed app in 30 minutes using Claude. 26 minutes. free. from the engineers who built it. one person. five roles. zero team. fully deployed. worth more than any $500 vibe-coding course. Bookmark & watch today.