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Specification-Driven Development

12 articles · Page 1 of 1
IT Services Circle
IT Services Circle
Jul 27, 2026 · Fundamentals

Why Vibe Coding Fails and How Specification‑Driven Development Can Save AI‑Assisted Coding

The article critiques the five fatal flaws of the emerging Vibe Coding paradigm, explains the Specification‑Driven Development (SDD) methodology—including its principles, three‑phase workflow, tool ecosystem, and integration with AI agents—and promotes the first Chinese book that details this approach.

AI-assisted CodingAgent integrationSDD workflow
0 likes · 12 min read
Why Vibe Coding Fails and How Specification‑Driven Development Can Save AI‑Assisted Coding
Linyb Geek Road
Linyb Geek Road
Jul 23, 2026 · R&D Management

How Specification‑Driven Development Tames AI‑Generated Code with Three Loops and Six Human Checks

The article explains a specification‑driven development workflow that anchors AI‑generated code to a living requirements document through six closed‑loop stages—requirement authoring, clarification, code generation, cross‑compilation, download verification, and issue fixing—highlighting three iterative cycles and six human decision points that keep the process traceable and safe for industrial control projects.

AI code generationSpecification-Driven Developmenthuman-in-the-loop
0 likes · 6 min read
How Specification‑Driven Development Tames AI‑Generated Code with Three Loops and Six Human Checks
James' Growth Diary
James' Growth Diary
Jun 20, 2026 · R&D Management

OpenSpec Deep Dive: The Ultimate Form of Specification‑Driven Development

OpenSpec adds a specification layer to existing codebases, offering a pure, brownfield‑friendly, tool‑agnostic approach where specs act as contracts, changes become first‑class citizens, and incremental Delta Specs replace full‑spec rewrites, with detailed workflows, design insights, limitations, and a side‑by‑side comparison to Spec‑Kit.

AI-assisted CodingBrownfieldDelta Spec
0 likes · 17 min read
OpenSpec Deep Dive: The Ultimate Form of Specification‑Driven Development
AI Architecture Path
AI Architecture Path
May 14, 2026 · R&D Management

From 0 to 1 with Spec Kit: Setup, Golden Workflow, and Full SDD Guide

Spec Kit is an open‑source specification‑driven development (SDD) toolkit that turns formal specs into executable assets, integrates AI agents, and provides a step‑by‑step workflow—from environment setup and project initialization to automated task breakdown and AI‑driven implementation—enabling predictable, traceable, and governable software delivery.

AI codingOpen SourceSpec Kit
0 likes · 9 min read
From 0 to 1 with Spec Kit: Setup, Golden Workflow, and Full SDD Guide
Frontend AI Walk
Frontend AI Walk
Apr 24, 2026 · Artificial Intelligence

Engineering AI Programming: A Complete Closed Loop with OpenSpec‑Driven Specs and gstack Role Execution

The article explains how combining OpenSpec’s structured specification and traceability with gstack’s 23 role‑based AI skills transforms AI‑generated code into a fully deliverable, testable, and auditable engineering workflow, providing architecture diagrams, step‑by‑step commands, best‑practice guidelines, FAQs, and real‑world case studies.

AI ProgrammingGstackOpenSpec
0 likes · 23 min read
Engineering AI Programming: A Complete Closed Loop with OpenSpec‑Driven Specs and gstack Role Execution
Architect's Journey
Architect's Journey
Apr 4, 2026 · Artificial Intelligence

How to Choose an AI Coding Workflow? In‑Depth Comparison of Three Leading Tools

The article examines why AI agents need a unified workflow, introduces three popular tools—Spec‑Kit, OpenSpec and Superpowers—details their architectures, data‑flow and core features, shows practical installation and usage examples, and offers scenario‑based recommendations and limitations to help developers pick the right solution.

AI coding workflowOpenSpecSpec Kit
0 likes · 12 min read
How to Choose an AI Coding Workflow? In‑Depth Comparison of Three Leading Tools
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Apr 3, 2026 · Artificial Intelligence

How to Become a True AI Native Coder: 6‑Month Graduate Journey and Practical Insights

The article examines why developers mistakenly think AI tools require no learning, outlines the evolution from traditional coding to Vibe Coding, identifies its pitfalls, and presents a four‑stage Specification‑Driven Development (SDD) workflow that transforms personal AI‑assisted coding into a reliable, team‑wide engineering practice.

AI codingPrompt EngineeringSpecification-Driven Development
0 likes · 22 min read
How to Become a True AI Native Coder: 6‑Month Graduate Journey and Practical Insights
Code Mala Tang
Code Mala Tang
Feb 25, 2026 · R&D Management

Can AI Agents Keep Your Specs Up‑to‑Date Without Human Docs?

The article argues that traditional documentation quickly becomes obsolete and proposes a self‑updating specification workflow where both developers and AI agents read and write the spec, eliminating hidden maintenance work and keeping the plan aligned with reality.

AI agentsAutomationDevOps
0 likes · 5 min read
Can AI Agents Keep Your Specs Up‑to‑Date Without Human Docs?
Architects Research Society
Architects Research Society
Jan 21, 2026 · Information Security

How AI Built a 88K‑Line Advanced Malware in One Week: Inside VoidLink

VoidLink, an AI‑crafted advanced malware, was produced by a single hacker in under a week, generating over 88,000 lines of code through a specification‑driven workflow that turned AI into both developer and architect, raising alarming concerns about the democratization of high‑level cyber attacks.

AI-generated malwareMalware engineeringSpecification-Driven Development
0 likes · 8 min read
How AI Built a 88K‑Line Advanced Malware in One Week: Inside VoidLink
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Jul 20, 2025 · Artificial Intelligence

From Vibe Coding to Kiro Spec-Driven Development: Bringing Engineering Determinism to AI Projects

The article contrasts the chaotic, prompt‑driven "Vibe coding" approach with Kiro's Spec‑driven development, explaining how a two‑session model—Vibe for creative exploration and Spec for deterministic engineering—structures AI projects from project‑level documentation to runtime execution, improving reliability and traceability.

AI engineeringKiroRunner
0 likes · 10 min read
From Vibe Coding to Kiro Spec-Driven Development: Bringing Engineering Determinism to AI Projects