We’ve stripped away the overhead of traditional development to focus on pure execution through vibe coding — leveraging AI to bridge the gap between a billion-dollar idea and a live, agentic product. By joining, you aren’t just getting an accountability partner; you’re entering a 30-day “Ship or Die” cycle where we transform from prompt engineers … Read more
🙏 Image and research source: Thomas Taylor (GitHub) If you want to see what an LLM is really good at (and where it still slips), don’t ask it to write a poem or generate code. Ask it to make the same small decision again and again under clear rules. That is why blackjack basic strategy … Read more
Look, if you’re a data or AI nerd, your biggest enemy isn’t the competition. It’s the fact that your brain has way too many tabs open at once. You’re probably sitting there thinking about building some massive ML model or a deep diagnostic tool, and meanwhile, you end up stuck in “builder mode” forever. Nothing … Read more
Imagine this: You’re in your Tesla, going from your home to the sunny beaches by the Mediterranean Sea. You feel sleepy, so you take a nap. The car drives all by itself – through big highways, twisty mountain roads, and busy towns. It stops at lights, changes lanes, and parks when you get there. Wow! … Read more
✨ I published this post in my AI newsletter (130k subs). You can join for free here. I just discovered this AI startup idea from Reddit. Will it be the next unicorn after Cursor ($30B valuation)? Note that ideas are cheap, execution is king. To the best of my knowledge, this idea hasn’t been implemented … Read more
As we gear up for 2026, I’m streamlining my coding workflow with a lean, vibe-aligned stack that focuses on simplicity and scalability (I have many projects!). It’s perfect for solo devs or small teams building dynamic web apps. This stack might not be perfect if you work in a large corporation or something. You might … Read more
Disclaimer: This is not investment advice – just financial entertainment. TLDR: These are the four variables to screen to find recession proof stocks according to financial research (e.g., Morningstar) Here’s the video I recorded: What is a Recession? A recession is simply a broad, painful slowdown in the economy: falling output, jobs, incomes, production, and … Read more
See how old, torn, and blurry photos can be transformed into clear, high-quality images. This article demonstrates the power of digital restoration with real before-and-after examples that make damaged memories look brand new. ✨ Tools: I used Google Gemini Banana Pro to create the image restorations. Example 1: New York 1920s Before: After: Example 2: … Read more
I just finished this video comparing which AI model is better in building a Monet clone image: This is the first image generated by ChatGPT 5.1: This one nails the sunny summer vibe with those bright colors, but it’s honestly way too orange and saturated to pass for a real Monet. The generic ‘ART’ and … Read more
A Skool group member just shared that they have a super busy schedule, bought an annual plan to explore ideas, but still struggle to ship something. Here’s a simple 4-step process that works for me – shipping dozens of projects in the last few months: 1. Pick one small project. Keep it tiny and real: … Read more
The following lists high-quality free AI/ML books. Each entry links to the official source, lists the authors, notes the free format (PDF/HTML/etc.) and whether a sign‑up is required. The books are roughly ordered from more influential and comprehensive texts to specialized or emerging topics. Last but not least, this outstanding book with 1151 pages will … Read more
Sora 2 launched in invite-only beta on September 30, 2025, and within weeks, creators turned text prompts into viral gold. Here are the top 5 most viewed Sora 2 videos across X and YouTube — ranked by raw view count, with real links and bite-sized breakdowns. No fluff, just the clips everyone’s talking about. Video … Read more