Gigaversity.in • 3m
We continuously explore tools that accelerate development and improve efficiency. Like many engineering teams, we adopted GitHub Copilot to assist in generating React components. However, we quickly encountered challenges: 🔹 Excessive prop drilling 🔹 Unstructured component design 🔹 Up to 30% slower rendering performance The issue stemmed from AI-generated code that lacked architectural context, leading to long-term maintainability concerns. To address this, our engineering team implemented a structured solution: ✔️ Developed custom ESLint rules based on internal code quality standards ✔️ Created a React Server Component template library using TypeScript for scalable, reusable components ✔️ Integrated Sourcegraph Cody for context-aware code suggestions aligned with our architecture These steps significantly improved both code maintainability and application performance. As AI continues to shape modern development workflows, it’s essential to pair automation with strong engineering practices and quality controls. Have you faced similar challenges with AI-generated code? Share your thoughts or experiences in the comments below
Web Developer | Entr... • 6m
Is it only me that is experiencing issues with ChatGPT, giving worse code outputs compared to other AI tools? For example, when I asked for a component, ChatGPT provided only an HTML structure, whereas Claude & DeepSeek generated fully functional c
See More| Technologist | ML ... • 6m
Machine Learning vs. Deep Learning: What’s the Real Difference? 🤖⚡ Machine Learning (ML) and Deep Learning (DL) are both AI-driven, but they’re not the same! While ML relies on algorithms to learn from data, DL uses artificial neural networks to pr
See MoreRethink and Breakdow... • 4m
Today I tried using Firebase Studio to spin up a prototype of an App I'm planning to build. I specifically mentioned to use Nuxt and Nuxt Ui components where possible. Guess what it did listen. It said it's gonna use Nuxt Ui components in text but w
See MoreFull Stack Web Devel... • 1y
JavaScript frameworks revolutionize web development, offering structured ways to build dynamic UIs. Here’s an overview of popular frameworks: 1. 𝐑𝐞𝐚𝐜𝐭.𝐣𝐬: Developed by Facebook, React uses a component-based architecture and a virtual DOM for
See MoreExpanding Possibilit... • 5m
Creating Problem for New Age Intelligent For centuries, humanity has dreamed of true intelligence, something beyond basic automation and machine learning tricks. Yet, in 2025, we are still stuck with AI that spits out text, hallucinates data, and fai
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