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Using OSS models to build AI apps with millions of users — Hassan El Mghari
AI Engineer· 2025-07-15 17:02
AI App Building - Key Takeaways - The barrier to building AI apps has lowered dramatically due to AI tools and groundbreaking models [7][9] - Simplicity in app architecture is crucial for rapid development and validation, often involving a single API call [21][22] - UI design is paramount, consuming approximately 80% of development time, significantly impacting user adoption [35] - Incorporating the latest AI models can increase the potential for virality [38][39] - Launching early and iterating based on user feedback is essential for de-risking projects [40] Tech Stack & Resources - Together AI provides an inference API for querying open source models and offers dedicated instances for fine-tuning [5][6][22] - The presenter uses Nextjs and Typescript as the full-stack framework, Neon as the serverless Postgres host, and Clerk for authentication [22][23] - Open source projects can often secure sponsorships or free credits from AI companies and database providers [50][51] App Development Process - Ideation involves maintaining a running list of ideas and prioritizing the top five [26][27] - Naming should focus on short, memorable names with available domain names [28] - Design involves sketching or prototyping the app's workflow and user interface [29] - The initial build should focus on the simplest possible working version with minimal API endpoints [30]