THE SYSTEM

I Burnt $4,000 on AI APIs to Learn One Ugly Truth about Vibe Coding

Tanmay Agarwal
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7 min read
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For the past year, I’ve been spending my time (and money) trying to figure out how to actually build with AI. More specifically, what we all call “vibe coding.” I’ve spent $3K–4K on APIs from OpenAI, Claude, OpenRouter, not just to play with tools, but to deeply understand the limits and potential of vibe coding. In the process, I’ve built my own framework designed to help non-tech founders get consistently accurate outputs. This wasn’t about building fancy dashboards. It was about solving real problems. I used this framework to test ideas, automate workflows, ship MVPs, break things, fix them, and repeat, all without getting lost in technical chaos. But the deeper I went, the more I started questioning: 👉 Does vibe coding actually work for serious builders? 👉 Or is it just another no-code dopamine rush with no accountability? And I slowly realized the problem. 🤖 The Truth About AI (Nobody Talks About): AI doesn’t take ownership. It doesn’t care if your app crashes. It doesn’t care if the logic breaks next week. It won’t ask, “Will this scale?” or “Is this decision worth it?”. It doesn’t feel pressure. It doesn’t face consequences. It doesn’t fear being wrong. You can prompt it 100 times, It’ll give 100 answers. But it never carries the weight of those choices. 👤 But as a founder, you do. You’re the one responsible for what gets shipped. You’re the one who stays up when something breaks, because your customers trusted you. You’re the one who has to make it stable, testable, and real enough to serve people, not just impress them. That’s when I knew: I’m done with blind vibe coding. I want to build with clarity. With structure. With ownership. 👑 So I created a new approach: 👑 CROWN CODING Building with AI, but with founder-level ownership. In Crown Coding: ✅ You define the idea ✅ You break it down like a system ✅ You let AI assist, not control ✅ You version, test, and improve ✅ And you remain the owner of every choice It’s not about writing code. It’s about staying in control when things get complex. You’re not a developer. You’re a builder who takes ownership. In one line:- AI can assist. But ownership is your job. That’s the heart of Crown Coding. And no, this isn’t about replacing developers. It’s about helping non-tech founders build responsibly, without getting stuck While AI is evolving fast and some roles will shift, Crown Coding isn’t here to compete with developers. It’s built to help non-tech founders build with clarity, control, and within budget. 📌 I’ll be sharing real frameworks, checkpoints, and video workflows, all built using Crown Coding soon If you’re a non-tech founder building with AI but still want control (without chaos), follow along. Let’s build like founders. Not like a prompt monkeys.

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