Artificial Intelligence has dramatically accelerated software development. However, after using LLMs in several real-world projects, I noticed that the largest challenge was no longer generating code, it was maintaining engineering discipline. Modern software projects require much more than implementation. Every feature introduces architectural decisions, security implications, performance considerations, operational costs, and long-term maintenance challenges (to mention some). Asking a single AI assistant to handle all these concerns simultaneously often produces inconsistent results. This observation motivated me to build an AI-assisted engineering workflow that separates software development into specialized responsibilities instead of relying on one generic prompt. The Motivation One of my ongoing projects is a production-grade link curation platform lnk4st.co ( https://lnk4st.co ) inspired by services such as "Link Tree" and "link Bio". Although the platform ...
Distributed Link Curation Platform, Modern Cloud Architecture Through Real-World Production Engineering
Mobile Sample View As part of a continuous effort to deepen expertise in distributed systems and modern cloud-native architectures, a personal project was developed around a link curation platform inspired by services such as Linktree and lnk.bio. Beyond its functional purpose, the platform served as a practical laboratory for validating security and architectural concepts, deployment strategies, and software quality practices under real production conditions. Desktop Sample View Built with React and Next.js, the application leverages widely adopted technologies including Tailwind CSS and Chakra UI, providing a maintainable and scalable front-end architecture while ensuring a consistent user experience. The project was intentionally designed to revisit microservices principles and distributed computing concepts, integrating modern development workflows with platforms such as Vercel and GitHub Actions to automate builds, deployments, and continuous validation processes. Restricted Area ...