What I Learned After Building a Chatbot in 48 Hours

In a 48-hour self-imposed challenge, the author built a functional chatbot from scratch using Flask, OpenAI’s GPT-3.5, and Vercel. The project revealed the importance of planning conversation flows, choosing a lean tech stack, and debugging relentlessl…


This content originally appeared on HackerNoon and was authored by Ali Muhammad

In a 48-hour self-imposed challenge, the author built a functional chatbot from scratch using Flask, OpenAI’s GPT-3.5, and Vercel. The project revealed the importance of planning conversation flows, choosing a lean tech stack, and debugging relentlessly under pressure. From rookie mistakes and deployment issues to user testing and deadline-driven focus, the experience became a crash course in conversational AI development and rapid problem-solving.


This content originally appeared on HackerNoon and was authored by Ali Muhammad


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Ali Muhammad | Sciencx (2025-08-21T18:14:43+00:00) What I Learned After Building a Chatbot in 48 Hours. Retrieved from https://www.scien.cx/2025/08/21/what-i-learned-after-building-a-chatbot-in-48-hours-2/

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" » What I Learned After Building a Chatbot in 48 Hours." Ali Muhammad | Sciencx - Thursday August 21, 2025, https://www.scien.cx/2025/08/21/what-i-learned-after-building-a-chatbot-in-48-hours-2/
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Ali Muhammad | Sciencx - » What I Learned After Building a Chatbot in 48 Hours. [Internet]. [Accessed ]. Available from: https://www.scien.cx/2025/08/21/what-i-learned-after-building-a-chatbot-in-48-hours-2/
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IEEE
" » What I Learned After Building a Chatbot in 48 Hours." Ali Muhammad | Sciencx [Online]. Available: https://www.scien.cx/2025/08/21/what-i-learned-after-building-a-chatbot-in-48-hours-2/. [Accessed: ]
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