#specification-driven development
42 related articles
·1 min
Claude Code for Test Development: A Complete Workflow for AI-Written Test Cases, Bug Fixes, and Code Reviews
A practical guide to Claude Code for test development: auto-generating test code, Plan mode for spec-driven development, Playwright MCP automation, and deep GitHub integration.
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·4 min
From Vibe Coding to Enterprise-Grade AI Programming: A Complete Progression Path with Practical Analysis
Deep analysis of Vibe Coding's limitations, comparison of Claude Code vs Codex, and a three-layer AI engineering methodology for progressing from casual AI coding to enterprise-grade development.
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·3 min
AI Engineering in Practice: From Vibe Coding to Enterprise-Grade Development
Explore three AI programming modes — Vibe Coding, Plan Mode, and AI Engineering — with practical comparisons of Claude Code, Codex, and domestic LLMs, plus SDD-driven enterprise development workflows.
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·4 min
From Vibe Coding to AI-Engineered Programming: A Practical Guide to Three Levels of Mastery
A deep dive into three levels of AI programming: Vibe Coding for rapid prototyping, Plan Mode for structured development, and AI-engineered programming for enterprise-grade projects with SDD and Claude Code SuperPower.
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·3 min
Harness AI Engineering Programming: A Practical Guide for Enterprise-Level Project Implementation
A deep dive into Harness AI engineering programming, covering SDD, Agentic Scale development, and practical solutions for enterprise AI coding challenges.
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·3 min
AI Engineering in Practice: The Progression Path from Vibe Coding to Enterprise-Level Development
Deep dive into AI engineering methodology, comparing Vibe Coding vs enterprise development, covering Claude Code, Codex tool selection, SuperPower plugin practices, and the path from prototype to production.
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·3 min
Codex + Claude Code in Practice: From Vibe Coding to Enterprise-Grade AI Engineering
A deep dive into Codex and Claude Code for real-world AI programming—from Vibe Coding prototypes to Plan mode and SuperPAL engineering, with LLM selection strategies and enterprise workflows.
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·3 min
OpenAI Codex Deep Dive: Core Capabilities and Engineering Design Philosophy
Deep dive into OpenAI Codex's core capabilities and engineering design philosophy, covering multi-task parallelism, code review, Agent Loop, Spec-Driven Development (SDD), and context engineering.
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·4 min
AI Engineering in Practice: The Right Way to Build Enterprise Projects with Claude Code
Learn how to use Claude Code with Specification-Driven Development (SDD) to build enterprise projects, solving common AI coding pitfalls like infinite bug loops, code quality issues, and hallucination risks.
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·4 min
Superpowers: Installing Work Standards for Your AI Coding Assistant
How the Superpowers methodology constrains AI coding assistants through requirement clarification, task decomposition, TDD, and verification loops — with setup tips for Trae.
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·3 min
Harness AI Engineering Programming: A Detailed Methodology for Enterprise-Level Project Development
Deep dive into Harness AI Engineering Programming methodology, covering SDD, Skill development patterns, and core practices for enterprise-level AI-assisted development.
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·3 min
OpenAI Codex Deep Dive: Core Capabilities and Engineering Best Practices Guide
Deep dive into OpenAI Codex's core capabilities including multi-task parallelism, Agent Loop mechanism, and Specification-Driven Development (SDD), with learning resources and advanced paths for mastering AI programming workflows.
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·1 min
Claude Code for Test Development in Practice: An AI Programming Workflow That Doubles Your Efficiency
A practical guide to Claude Code for test development: auto-generating test scripts, Plan Mode workflows, MCP + Playwright integration, and Subagent parallel tasks to build systematic AI-assisted workflows.
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Tutorials·2 min
OpenSpec in Practice: Write Specs Before AI Codes, Boost Efficiency by 70%
OpenSpec is a lightweight CLI tool that generates spec documents before AI writes code using a Propose→Continue→Apply→Archive workflow. DeltaSpec reduces output by 70%, supports 30+ AI coding tools.
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Product Reviews·3 min
Kiro IDE In-Depth Review: Can Amazon's AI Editor Replace Cursor?
In-depth review of Amazon's Kiro IDE after one week of use, covering Spec-driven development, Vibe mode, and comparisons with Cursor and Claude Code.
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Product Reviews·1 min
Kiro In-Depth Review: Breaking Down Amazon's AI Coding Tool and Its Four Core Features
In-depth review of Amazon's AI coding tool Kiro, covering its four core features: Specs, Agent Hooks, Steering, and Checkpoint, plus a free trial guide.
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Product Reviews·2 min
Trae SOLO Mode In-Depth Review: Comparison with Cursor and Use Case Analysis
In-depth comparison of Trae SOLO vs Cursor and Amazon Q Developer. Analyzing Trae SOLO's AI-driven end-to-end development, natural language programming, and ideal use cases for rapid prototyping and non-technical users.
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Product Reviews·3 min
Alibaba Qoder vs Cursor, Trae, Claude Code: In-Depth Review of 4 Major AI Coding Tools in 2025
In-depth comparison of Alibaba Qoder, Cursor, Trae, and Claude Code across architecture, features, and use cases to help developers choose the best AI coding tool.
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Tutorials·3 min
Free Gemini 3 Pro API Tutorial: Hands-On Integration Guide for Claude Code & Cherry Studio
Complete tutorial on using Anti-Graffiti Tools to call Gemini 3 Pro API for free, covering Claude Code, Gemini CLI, and Cherry Studio integration methods.
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Product Reviews·3 min
OMI OpenCode in Practice: A Detailed Guide to the Free Open-Source Multi-Agent AI Coding Framework
Deep dive into OMI OpenCode multi-agent orchestration framework with SysForce. Covers installation, practical demos, free vs. paid plans for building efficient AI coding workflows.
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