#TDD AI development
124 related articles
Tutorials·2 min
The Five-Step Rhythm Method for AI Programming: A Practical Strategy Where Slow Is Fast
A methodology for rhythm control in AI programming: use a five-step strategy (identify, plan, minimal change, test, risk assessment) to prevent AI from going off-track and causing rework.
Read more →
Tutorials·3 min
SDD (Specification-Driven Development) in Practice: AI Programming Methodology from Cursor to Claude Code
Deep dive into SDD (Specification-Driven Development) methodology covering Cursor and Claude Code in practice—from intelligent data querying to enterprise compliance platforms across four progressive projects.
Read more →
Tutorials·2 min
Harness Engineering Explained: The Role Shift from Coder to AI Supervisor
Deep dive into Harness Engineering: how engineers shift from coders to AI supervisors. Learn to solve agent drift, feedback optimization, and build future-proof engineering skills.
Read more →
Tutorials·3 min
AI Programming in Practice: Great Skills Don't Need to Be Handwritten — Let Them Emerge from Real-World Experience
Learn how to let AI automatically distill reusable Skill prompts through a K8S cluster setup case. From task execution to problem discovery and iterative fixes, master the right methodology for knowledge management in the AI era.
Read more →
Tutorials·3 min
AI Programming in Practice: Great Skills Don't Need to Be Handwritten — Let Them Emerge from Real-World Experience
Learn how to let AI automatically distill reusable Skill prompts through a K8S cluster setup case. From task execution to problem discovery and iterative fixes, master the right methodology for knowledge management in the AI era.
Read more →
Tutorials·1 min
Full-Stack with Zero Backend Experience: Building a Message Wall with Trae + Supabase + Vercel
Learn how to build a full-stack message wall with Trae AI, Supabase, and Vercel — no backend experience needed. Covers setup, database, UI, and deployment.
Read more →
Tutorials·1 min
Full-Stack with Zero Backend Experience: Building a Message Wall with Trae + Supabase + Vercel
Learn how to build a full-stack message wall with Trae AI, Supabase, and Vercel — no backend experience needed. Covers setup, database, UI, and deployment.
Read more →
Tutorials·2 min
Superpowers: The Must-Have Codex Plugin That Makes AI Ask Questions to Clarify Your Requirements
Superpowers is a must-have plugin for Codex and Claude Code that uses AI reverse questioning to help developers clarify vague requirements, lower prompt writing barriers, and reduce code rework.
Read more →
Tutorials·3 min
Auto-Generating CRUD Code with Claude Code: A Practical Guide to Writing Skill Files
Learn how to auto-generate high-quality CRUD code using Claude Code with MCP and Skill files. Covers MySQL MCP setup, Skill file writing, TDD patterns, and pagination optimization.
Read more →
Tutorials·3 min
7 Official Best Practices for Claude Code Recommended by Anthropic
Anthropic's official Claude Code best practices: 7 core tips covering self-review, plan mode, precise instructions, CLAUDE.md, reverse interviews, session cleanup, and multi-session parallelism.
Read more →
Tutorials·3 min
AI Programming Spec Sheets: 30 Lines of Configuration Saves Five Rounds of Rework
Replace vague prompts with spec sheets—30 lines of config gets AI coding right the first time. Covers the six-element framework, three-tier boundaries, and three iron rules to eliminate rework.
Read more →
Product Reviews·3 min
Superpowers vs GStack In-Depth Comparison: How to Choose Your Claude Code Plugin
In-depth comparison of Claude Code's top open-source plugins Superpowers and GStack — their skills, workflows, and use cases to help developers choose the best AI coding assistant setup.
Read more →
Product Reviews·3 min
Zenflow Hands-On Review: Spec-Driven AI Coding vs. Pure Prompt-Based Development
In-depth review of Zenflow's spec-driven AI coding vs Google AI Studio's prompt-based approach. Covers multi-agent execution, automated validation, version rollback, and the paradigm shift in AI programming.
Read more →
Tutorials·3 min
The Complete Guide to Claude Code: From Personal Assistant to AI Agent Development
A systematic breakdown of the Complete Guide to Claude Code course, covering context engineering, MCP protocol, claude.md configuration, multi-Agent architecture, and three progressive projects.
Read more →
Product Reviews·2 min
AWS Kiro Deep Dive: Spec-Driven Development vs Cursor — Which One Is Right for You?
Deep analysis of AWS's new AI IDE Kiro, comparing it with Cursor. Covers spec-driven development workflow, pricing advantages, hands-on impressions, and industry shifts.
Read more →
Product Reviews·1 min
Kiro Deep Dive: AWS's Spec-Driven AI Coding IDE — How Does It Compare to Cursor?
Deep dive into AWS's AI coding IDE Kiro: its Specs system and Hooks mechanism explained, compared with Cursor to help you pick the right AI coding tool.
Read more →
Product Reviews·2 min
Kiro Spec Mode Deep Dive: How Users with Zero Coding Experience Can Build Complete Applications
Deep dive into Amazon's AI coding assistant Kiro and its Spec Mode: requirements docs, design docs, and task breakdown in 3 steps — enabling anyone to build apps.
Read more →
Tutorials·2 min
Codex /goal Command Tutorial: A Practical Guide from AI Q&A to Automated Task Execution
Learn how to use Codex CLI's /goal command with a five-part goal template, suitable task types, and best practices for shifting from prompt engineering to task engineering.
Read more →
Expert Opinions·2 min
The Execution Paradox of AI Coding Agents: Why They Talk the Talk but Don't Walk the Walk
AI coding agents excel at explaining why to do something but often fail to actually do it. This article analyzes LLM analysis paralysis and offers strategies for developers.
Read more →
Product Reviews·2 min
TRAE + Seed-2.0 Hands-On Review: Three Real-World Challenges for This Free Chinese AI Coding Assistant
Hands-on testing of ByteDance's TRAE with Seed-2.0: three real-world challenges covering game dev, subtitle proofreading, and financial chart analysis validate its engineering-grade AI coding capabilities—completely free.
Read more →