This guide details the inherent complexities and common pitfalls in GraphQL API development, such as N+1 issues and ambiguous error handling. It highlights how AI assistants like Cursor and Claude Code, trained on GraphQL code, can significantly aid in overcoming these challenges.
This article addresses the debate around "vibe coding" and other AI tools in programming, asserting that the problem does not lie with these technologies. Based on two years of experience with production projects, the authors argue that the true issue is companies' engineering culture.
The article covers the Flutter 3.44 highlights from Google I/O 2026, emphasizing scaling to more users on more devices. It details features such as agentic hot reload, generative UI, and the platform's focus on AI-assisted development.
This content introduces Spec-Driven AI-Assisted Development using the Github Spec Kit to combat technical debt. It emphasizes the need for structured processes in software production, serving as an instructional playbook for AI-assisted software delivery teams.
The article addresses a common issue where AI agents extensively rewrite code for minor features, attributing it to a "protocol problem". This issue arises in the gap between starting fresh and executing steadily, especially when new ideas emerge mid-development.
The open-source project Understand-Anything-Public converts code into an interactive knowledge graph, aiding in the understanding of complex and AI-generated codebases. Such tools are becoming essential for managing the opacity of AI code, enabling faster onboarding and dependency tracing.
AI-assisted development, like vibe coding, significantly speeds up software creation, but this increased pace introduces substantial security risks. The rapid generation of code and automation of workflows can lead to security vulnerabilities slipping into production unnoticed.
The author built a new Drupal Canvas SDC module with AI assistance in under six hours, from idea to dev release. AI was crucial in designing an architecture where SDCs do not directly depend on Drupal runtime, instead mapping entity data into SDC props before rendering.
Gerus-lab transformed an old Android phone into a home dev server for internal tools, including AI assistants, to avoid recurring VPS costs. This weekend project involved "vibe-coding" with AI and provided insights into the practical application and true place of AI-assisted development.
This article explores the practical applications of AI in software development, focusing on how it augments developers' capabilities instead of replacing them. Tools like GitHub Copilot automate repetitive tasks, freeing developers for high-level creative work.
Rullst is a new opinionated full-stack web framework for Rust, designed to simplify development and lower the high barrier to entry in the Rust web ecosystem. Created with the help of AI, it focuses on developer emotional productivity, though it is currently under constant and rapid development.
Uma empresa enfrentava desafios com plataformas de exames de codificação para contratação de estagiários devido a limitações e custos. Em resposta, seus engenheiros desenvolveram uma plataforma de exame de código open-source com a ajuda de IA em um fim de semana.