🧩 How to Structure a FastAPI Project the Right Way

The journey from feeling overwhelmed by a first pull request to gaining confidence in coding is a relatable experience for many in tech. This article highlights the challenges faced in a big e-commerce project, where every detail of the code was scrutinized. It emphasizes the importance of feedback in the development process and how it can lead to personal growth and improved skills. Understanding that constructive criticism is a part of learning helps build resilience and confidence in one's coding abilities.

In a recent article, the author shares insights from refactoring an authentication system, highlighting the importance of human oversight in AI-assisted architecture. While AI tools can efficiently handle coding tasks, the author emphasizes that critical architectural decisions still require human judgment. This experience serves as a reminder of the balance needed between leveraging AI capabilities and ensuring thoughtful human intervention, making it a valuable lesson for developers and tech enthusiasts alike.

This article provides a clear and accessible guide to the $ude('import') function in Uniface, a crucial tool for developers managing their environments. By simplifying the official documentation, it helps users understand how to effectively utilize this function, which can enhance their development process. This is important as it empowers developers to work more efficiently and confidently with Uniface.

In the latest installment of our FastAPI series, we dive into the exciting step of uploading images to your custom forum. This feature not only enhances user engagement but also allows for a richer content experience. By integrating image uploads, developers can create more interactive and visually appealing platforms, making it a significant milestone in building a community-driven space. This step is crucial for anyone looking to elevate their forum's functionality and user experience.

In our recent group project, we took on the dual roles of architect and builder, which proved to be a challenging yet enlightening experience. Initially, we crafted a design document for another team, realizing the importance of clarity since we couldn't test our ideas directly. This required us to ensure every detail was precise. Later, we switched roles and implemented a different group's design, facing new challenges as we navigated through potentially incomplete or ambiguous specifications. This project highlights the complexities of collaboration and the necessity for clear communication in team settings.

The recent development of a demo UI for the R2E API using Next.js and Render is an exciting advancement in the tech community. This project builds on a previous article about creating an API that connects business challenges to relevant research papers. By adding a user-friendly front-end interface, users can now easily interact with the API, enhancing accessibility and usability. This matters because it not only showcases the capabilities of modern web technologies but also provides a practical tool for researchers and businesses looking to leverage data effectively.

This article dives into the efficient processing of large datasets using Laravel by introducing a clean architecture for batch jobs. It emphasizes the importance of breaking down tasks into manageable chunks, which not only enhances performance but also ensures safety and extensibility in job handling. This approach is crucial for developers looking to optimize their applications and manage resources effectively.

The Pentagon is set to award SpaceX a significant $2 billion contract aimed at developing the 'Golden Dome' project. This partnership highlights the growing collaboration between government and private aerospace companies, showcasing SpaceX's pivotal role in advancing national defense technologies. Such investments not only bolster innovation but also enhance the capabilities of the U.S. military, making this development crucial for future defense strategies.

Recent reports highlight the significance of unusual and relevant operations as warning signs for suspicious financial transactions that may indicate fraud or illicit activity. These reports, generated through advanced algorithms, play a crucial role in identifying potential threats to financial integrity, making it essential for institutions to stay vigilant and proactive in their monitoring efforts.

This article dives into the essential practices for building resilient services in Go, emphasizing the importance of control over concurrent operations. It highlights the need for graceful shutdowns and effective retry/timeout patterns, which are crucial for maintaining service reliability. Understanding these concepts not only enhances a developer's skill set but also ensures that applications can handle failures gracefully, making it a must-read for professionals in the field.

Sanskriti Suhani shares her inspiring experience at Hacktoberfest 2025, marking her first venture into open source contributions. As a first-year Computer Science student, she discovered how curiosity can lead to a collaborative and enriching environment. This event not only allowed her to learn beyond the classroom but also to build and share her skills with others, highlighting the importance of community in tech.

The article discusses the essential components needed for an AI native data pipeline, emphasizing the importance of integrating advanced technologies to enhance data processing and analysis. This matters because as businesses increasingly rely on data-driven decisions, having a robust pipeline can significantly improve efficiency and insights.

Landlords are increasingly turning to artificial intelligence to enhance photos of their less-than-desirable apartments, making them appear clean and modern. This trend raises concerns about transparency in the housing market, as potential renters may be misled by these edited images. It's crucial for tenants to be aware of this tactic, as it could lead to disappointment and dissatisfaction when they see the actual condition of the properties.

In a recent article, the author shares their experience organizing a lengthy CLAUDE.md file within a monorepo that houses multiple services. The original document exceeded the recommended word count, leading to performance warnings. By recognizing that different components only require specific contexts, the author successfully streamlined the document, enhancing efficiency and usability. This approach not only improves performance but also serves as a valuable lesson for developers managing complex projects, emphasizing the importance of tailored documentation.