#specification-driven programming
46 related articles
Deep Dive into the Three AI Programmin…
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Deep Dive into the Three AI Programming Frameworks: The Right Way to Do Specification-Driven Development
Deep dive into the three frameworks of Specification-Driven Development (SDD) for AI programming: Blueprint, Execution Flow, and Change Records — solving the problem of AI code going off the rails.
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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.
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Tutorials·4 min
Vibe Coding Practical Guide: SDD (Specification-Driven Development) Reshaping Full-Stack Programming Workflows
In-depth analysis of SDD (Specification-Driven Development), the core methodology of Vibe Coding in 2025, covering the full workflow from requirements to deployment with tools like Claude Code.
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From Vibe Coding to Spec Coding: A Practical Engineering Methodology for AI Full-Stack Development
From Vibe Coding to Spec Coding: master spec-driven AI engineering with full-stack architecture selection, layered implementation, and team-level methodology.
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Beyond Vibe Coding: A Practical Guide to Enterprise-Level AI Programming
Go beyond Vibe Coding with enterprise AI programming: Claude Code, Codex tool selection, SuperPower plugin, and SDD workflows for production-ready projects.
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Vibe Coding Beginner's Guide: Six Steps to Building Products with AI from Scratch
Learn Vibe Coding from scratch with this six-step guide. From tool selection and prompt writing to hands-on projects, build real products with Claude Code, Cursor, and other AI tools.
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GitHub Trending Roundup: 9 AI Open-Source Projects Worth Watching
Roundup of 9 AI open-source projects from GitHub Trending, covering Needle's 14MB edge model, AI Agent workspaces Macro and OlaOS, SpecKit for spec-driven development, and more.
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·2 min
Vibe Coding Beginner's Guide: A Complete Learning Path to Master AI Programming from Scratch
A deep dive into the Vibe Coding learning path covering Cursor, Claude Code, Codex and more—from foundational AI programming thinking to hands-on projects for complete beginners.
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·4 min
Vibe Coding Architecture Explained: The Trinity of Cognition, Execution, and Orchestration
Deep dive into Vibe Coding's three-layer architecture: how the Cognition Layer (LLMs), Execution Layer (local Agents), and Orchestration Layer (workflow frameworks) work together for reliable AI programming.
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How Large a Software Project Can AI Complete Independently? Capability Boundaries and Human-AI Collaboration Models
Analysis of AI programming tools' limits for independent software projects, covering context windows, architectural consistency, long-range planning constraints, and optimal human-AI collaboration patterns.
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Getting Started with Claude Code: Environment Setup, Common Commands, and Git Workflow in Practice
A detailed guide to Claude Code installation, domestic model switching, project analysis commands, and Git workflow practice to help developers quickly master this AI programming collaboration tool.
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Claude Code Tutorial: Environment Setup, Command Reference & Git Workflow in Practice
Complete guide to Claude Code covering CLI installation, domestic model switching, core commands, Git automation workflows, and automated code review and fix loops for enterprise projects.
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Claude Code from Scratch: A Complete Guide from Installation to Enterprise-Grade Development
A complete guide to Claude Code from beginner to enterprise practice: covering CLI installation, connecting domestic LLMs via CC Switch, basic commands, Git workflow integration, automated bug fixing, and engineering capabilities like MCP and SubAgents.
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·2 min
Getting Started with Claude Code: Installation, Switching to Chinese LLMs, and Git Workflows Explained
A complete guide to installing and configuring Claude Code, using CLI commands, switching to Chinese LLMs like DeepSeek via CC Switch, plus conversational Git workflows and automated code fixing.
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·2 min
Getting Started with Claude Code: A Complete Guide to Installation, Configuration, and Git Workflows
An in-depth guide to Claude Code from installation to hands-on practice: CLI setup, switching to domestic LLMs (CC Switch tool), conversational Git workflows, plus project analysis and automated bug fixing tips for AI-powered coding.
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·2 min
Claude Code From Zero to Production: Installation, Switching to Chinese LLMs, and Git Workflow Guide
A complete guide to Claude Code: Node.js setup, CLI install, switching to Chinese LLMs with CC Switch, core commands, and conversational Git workflows with automated bug fixing.
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·4 min
Beyond Vibe Coding: A Complete Guide to Enterprise-Grade AI Engineering
Hit the Vibe Coding ceiling? This guide covers the three-stage AI coding progression path, Claude Code vs. Codex, SuperPower SDD, and how to go from vibe coding to enterprise-grade AI engineering.
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·3 min
Claude Code Getting Started: Installation, Switching to Chinese LLMs, and Git Workflow Guide
A complete guide to Claude Code: CLI installation, switching to DeepSeek and other Chinese LLMs via CC Switch, and conversational Git workflows for developers.
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·4 min
Claude Code Getting Started: Environment Setup, Core Commands, and Git Workflow Automation
A practical guide to Claude Code covering installation, Chinese LLM switching, project analysis, key commands, and conversational Git workflow automation for developers.
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·3 min
LangChain V1.3 in Practice: Mastering AI Engineering Mindset — From Tool User to Tool Master
Why do AI results vary so dramatically? LangChain V1.3 reveals the answer: engineering mindset. Covers LangGraph, Deep Agent, RAG, Time Travel, and more.
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