Developer shares lessons from shipping three functional AI side project MVPs

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A developer initially struggled with building elaborate but unused AI demos, almost abandoning a project after three weeks of work. Realizing the need for simplicity and focus, the developer changed their approach to prioritize core functionality over technical sophistication. In the last two months, the developer has successfully shipped three minimal viable products, including a browser extension for concise text rewriting and a Telegram bot for converting voice notes to task lists. The key lesson is that solving a specific user problem with minimal friction is more important than complex AI architecture for an MVP. The developer advises others to constrain the problem and focus on user flow rather than model complexity.

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