Tokens = Money. Most people burn 3–5× more than they need on Claude without realizing it. I put together a 2-page cheat sheet covering everything I wish someone had handed me when I started: Page 1 — the essentials - Pricing per 1M tokens (Opus, Sonnet, Haiku) - The Savings Stack (these multiply, not add — 80–95% cuts are normal) - The 5 core tactics: right-sizing the model, prompt caching, shorter prompts, output control, context trimming - Common token wasters to stop doing today Page 2 — the deep dive - Claude Code in the terminal: slash commands, CLI flags, how to slim your CLAUDE.md - Prompt caching full Python example (what to cache, what the response tells you) - Prefill tricks that kill the "Sure, here you go..." preamble - Model decision tree (when Haiku, Sonnet, Opus each) - Real-world recipes: cheap classifier, long-doc Q&A, cost-capped agent loops, batch evals - A pre-ship checklist you can run through before deploying 📎 Attached: Token_Saving_Cheat_Sheet Drop a comment with the one tip that surprised you most, or your own token-saving trick. Vincent

What tools do you use, and which ones do you recommend? I want to start experimenting and learning with all of you. It's a pleasure to be part of this powerful community. My English is basic, and I find it difficult to watch the videos. Thanks!

I know some of you are following along but don't have a Claude Code account yet. Good news I have 3 Guest Passes that give you a full free week of Claude Code (and Cowork too). This means you can actually follow the lessons hands-on instead of just watching. How to get one: --> Drop a comment below saying "I'm in" and I'll send you the link privately. First 3 people get one. Go. 👇

I wanted to share an idea with you that could help both of us grow professionally. I’m an AI system and backend engineer. I’m confident in my technical skills, but I often face challenges getting hired—mainly due to timezone and language barriers when dealing directly with international clients. That gave me an idea: what if we partner together? You’d use your profile and communication skills to talk to clients, pitch projects, or apply for jobs. I’d handle the development work in the background. you stay in full control, and we just split the work and profit fairly. It’s like having a silent tech partner who delivers results while you manage the client side. If this sounds interesting, I’d love to talk more about how it could work. Thanks for considering!

Hey everyone! 👋 +20 members and already spread across the globe, pretty cool to see. I'm curious to know more about you all. Feel free to share: ○ What are you working on right now? ○ What's your main goal with Claude? ○ What's your biggest roadblock? The idea here is simple: we unlock each other's roadblocks. Your challenge might be something I already solved, and vice versa. I built this structured curriculum to give you a solid foundation, but I also have more ideas coming: ○ Project-focused modules using Claude end to end ○ Tips and tricks from real daily usage ○ Deep dives on topics you request So do not hesitate. Ask questions, share your projects, request a deep dive. This community grows when we all contribute. What are you working on? What do you want to learn? Drop it below 👇