https://speakerdeck.com/qwegletech 2025-12-24 06:49:37 -0500 Most AI products do not fail because of bad models. They fail because of weak engineering decisions made early. This short deck breaks down a practical approach to building AI-driven software systems that remain stable after launch. It focuses on architecture, separation of concerns, deployment discipline, and long-term maintainability rather than hype or tools. Topics covered: Why accuracy alone does not save AI products Separating data, model, and application layers Designing systems that can change without breaking Simple patterns used in production environments This deck is based on real-world engineering practices used while building scalable SaaS platforms and automation systems. Qwegle Technologies Website: https://www.qwegle.com Engineering Repository: https://github.com/QwegleTechie/qwegle.github.io Company Profile: https://www.crunchbase.com/organization/qwegle Most AI products do not fail because of bad models. They fail because of weak engineering decisions made early. This short deck breaks down a practical approach to building AI-driven software systems that remain stable after launch. It focuses on architecture, separation of concerns, deployment discipline, and long-term maintainability rather than hype or tools. Topics covered: Why accuracy alone does not save AI products Separating data, model, and application layers Designing systems that can change without breaking Simple patterns used in production environments This deck is based on real-world engineering practices used while building scalable SaaS platforms and automation systems. Qwegle Technologies Website: https://www.qwegle.com Engineering Repository: https://github.com/QwegleTechie/qwegle.github.io Company Profile: https://www.crunchbase.com/organization/qwegle Wed, 24 Dec 2025 00:00:00 -0500 https://speakerdeck.com/qwegletech/how-most-ai-products-break-after-launch-and-how-to-build-ones-that-dont https://speakerdeck.com/qwegletech/how-most-ai-products-break-after-launch-and-how-to-build-ones-that-dont