How AI Really Works

Why English Is Not the Language AI Uses (and What Vectors & Embeddings Actually Are) One of the biggest misconceptions about AI is this: “AI understands English.” It doesn’t. AI processes English, but it does not think in English, store knowledge in English, or reason in English. To understand how AI actually works—and why it … Read more

Vibe Learning vs Vibe Coding

Why Learning with AI Is Not the Same as Coding with AI AI is changing how we learn and how we build software—but these are not the same thing. One of the biggest mistakes I see right now is treating learning with AI and coding with AI as interchangeable. They’re not. In fact, confusing them … Read more

Mental Models and First Principles Thinking With AI

🌟 VIBE LEARNING — ISSUE #12 (ADVANCED) Mental Models & First-Principles Thinking With AI How advanced learners simplify complexity and make better decisions. 👋 Welcome to Issue #12 (Advanced) In the last issue, we made a critical shift: 👉 from learning information👉 to learning how to think Now we go deeper. This issue introduces the … Read more

Gemini Embeddings Explained: How AI Turns Text into Meaning

Artificial intelligence doesn’t actually read text the way humans do. It doesn’t understand grammar, tone, or meaning directly.Instead, modern AI systems rely on embeddings — a powerful technique that transforms text into numbers that represent meaning. Google’s Gemini embeddings make this process fast, scalable, and incredibly useful for real-world applications like semantic search, AI tutors, … Read more

Vibe Coding at Scale AI for Teams Code Reviews and Long Lived Frontend Systems

🚀 Vibe Coding — Issue #4 Vibe Coding at Scale: AI for Teams, Code Reviews & Long-Lived Frontend Systems JavaScript • HTML • CSS • Code Reviews • Team Workflows • System Consistency If Issue #3 was about shipping safely,Issue #4 is about not losing control as your codebase grows. At scale, the danger of … Read more

Learning at a Higher Level From Information to Thinking

🌟 VIBE LEARNING — ISSUE #11 (ADVANCED) Learning at a Higher Level: From Information to Thinking Why advanced learners focus on judgment, not just knowledge. 👋 Welcome to Advanced Vibe Learning Up to now, Vibe Learning has helped you: Now we move into advanced territory. This phase is not about learning more content.It’s about learning … Read more

Vibe Learning: A Complete Guide to Learning Anything with AI

Key Ideas, Frameworks, and Systems from the First 10 Issues Learning has fundamentally changed. We now live in a world where artificial intelligence can explain, quiz, challenge, coach, critique, and adapt to us in real time. Yet most people still use AI the same way they use a search engine—asking shallow questions and getting shallow … Read more

AI Assisted Performance Refactoring and Production Guardrails

🚀 Vibe Coding — Issue #3 AI-Assisted Performance, Refactoring & Production Guardrails JavaScript • HTML • CSS • Performance • Maintainability • Shipping With Confidence If Issue #1 was mindsetand Issue #2 was rapid execution, Issue #3 is about control. This is where advanced frontend developers separate fast demos from production-ready systems. AI can help … Read more

How to Become a Self-Sustaining Learner With AI

🌟 VIBE LEARNING — ISSUE #10 How to Become a Self-Sustaining Learner With AI Design a lifelong system for growth, curiosity, and mastery. 👋 Welcome to the Final Issue of Season 1 If you’ve followed Vibe Learning from the beginning, you now have something powerful: This final issue answers one last, critical question: How do … Read more

How to Use AI to Learn Faster, Smarter and More Creatively

Learning is changing.AI is no longer just a tool — it’s becoming a learning partner, helping anyone master new skills faster than ever before. Vibe Learning is the approach that transforms AI from a passive assistant into an active collaborator.It helps you understand, apply, and create — not just consume information. Here’s how it works … Read more