AI Coding & Engineering

Customize AI coding assistants with Cursor Rules, Windsurf Skills, and Claude Projects. Set up personalized coding workflows to significantly boost your development speed and code quality.

A deep dive into the Spec-Driven Development (SDD) methodology and the OpenSpec framework. Explore why specifications are the Single Source of Truth in the AI era and how the /opsx:propose → /opsx:apply → /opsx:archive workflow improves AI-generated code quality and maintainability.

A comprehensive guide on what a Spec is. Deep dive into OpenSpec (Fission-AI's open-source framework) and build industrial-grade Spec Coding pipelines.

A complete step-by-step OpenSpec tutorial. Learn how to use OpenSpec for Spec-Driven Development (SDD), master the /opsx commands, and build reliable AI apps.

A deep dive into what vibe coding means. Explore the viral vibe coding paradigm of 2025, its origins, workflow, and the best vibe coding tools for modern AI-driven development. Discover what vibe coding is and how it works.

Master the practical skills of Vibe Coding. Compare Cursor, Claude Code, Copilot, and Trae, and learn how to configure .cursorrules, write efficient prompts, and build actionable AI-driven development workflows.

Explore how to use large models to optimize DevOps processes and achieve true AI Code Review. This article guides you through building an automated review bot using GitHub Actions and the OpenAI API, and automatically completing missing unit tests.

Discover the best vibe coding tools in 2026. A deep dive comparison of Trae AI, Cursor, and Windsurf, covering features, pricing, and how to choose your AI IDE.

A deep analysis of Cursor 3's core innovations—unified Agent workspace, Cloud Agents running on isolated VMs, the Composer 2 proprietary model, Bugbot's self-improving code review, and interactive Canvases. From architecture to hands-on configuration, a comprehensive look at how this AI coding tool is redefining software development.

A comprehensive comparison of the four leading AI coding tools in 2026—Cursor 3, TRAE SOLO, Claude Code, and GitHub Copilot. Covering agent architecture, pricing, and real-world coding experience to help you choose the right AI coding partner.

Compare TRAE Agent Rules, Cursor Rules, and GitHub Copilot Instructions side by side. Learn file formats, capabilities, team sharing strategies, and which rule system best fits your AI coding workflow in 2026.

Tired of AI-generated code smelling like garbage? Learn how to guide LLMs to output high-quality, maintainable code using Engineering Standards, Spec-Driven Development (SDD), and advanced Prompt Engineering. Featuring Trae/Cursor rules and real-world examples.

Based on authoritative research from University of Chicago, Anthropic, GitHub, and METR, this article provides a data-driven comparison of Cursor, Claude Code, and GitHub Copilot efficiency gains. Includes ROI formulas, the 'AI Efficiency Paradox,' and a team adoption framework.

Explore the fundamental transformation of developer roles in the AI era. From writing code line-by-line to orchestrating AI agents, learn the new skills, workflows, and mindset shifts needed to thrive as an 'Agent Shepherd' in 2026 and beyond.

Master building full-stack projects with Claude Code. Covers CLAUDE.md setup, Plan Mode, vertical slices, testing, and deployment—start shipping today.

Master Cursor 3 Background Agents with practical workflow patterns, parallel execution strategies, and configuration tips. Learn async AI coding workflows that boost developer productivity.

A comprehensive guide to building fully automated AI code review pipelines from PR creation to merge. Covers GitHub Actions/GitLab CI integration, LLM-driven review architecture, hybrid static analysis pipelines, security vulnerability detection, performance regression alerts, CodeRabbit/Qodo tool comparison, false positive control, and cost optimization strategies.