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Hey everyone, I’m Arpan. This is my first YouTube video. I made it for NASA Space Apps 2025, and it works for any hackathon and any startup team. Startups are a hackathon every day. If AI wrecked your code and you tried to fix it with more AI, if hallucinations are haunting your project, this is for you. The core idea is simple. Do not replace human intelligence with AI. Make AI a tool. You are the thinker and the decider. AI is the power drill you pick up when it is time to build. What you will learn • A design-thinking way to frame the work • A simple Input → Function → Output contract for every function • MVP path: scooter → bike → car • How to use 3–4 LLMs without losing your own logic • A safe workflow with Cursor or Claude Code using a control file • A tight loop to ship one subfeature at a time • A clean restart plan if your repo already blew up Why this works • You lead. AI assists. • Contracts make coding a translation job, not guesswork. • Small steps reduce risk and keep momentum. • Multiple LLMs help you review without inventing your logic. • A control file keeps tools aligned with your plan. Chapters 00:00 Intro 00:20 Who this is for 00:33 Core philosophy 01:43 Design thinking, fast 03:25 Input → Function → Output 04:00 MVP: scooter → bike → car 07:48 Use 3–4 LLMs without losing logic Blog version of the video: https://arpanghoshalblogs.substack.co... Connect on LinkedIn: / arpanghoshal Ask me anything: https://calendly.com/contact-arpangho... Ask me anything: Book a 15 minute slot #AI #startup #hackathon #entrepreneurship