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AI Step-by-Step
AI Step-by-Step
May 11, 2026 · R&D Management

Why AI‑Driven Development Must Be Spec‑Driven to Reach Production

The article explains how Spec‑Driven Development (SDD) transforms AI‑generated code from risky demos into production‑ready features by defining executable specifications, enforcing review, injecting context, and automating verification, illustrated with a concrete order‑export example.

AI CodingPrompt EngineeringSpec Driven Development
0 likes · 17 min read
Why AI‑Driven Development Must Be Spec‑Driven to Reach Production
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
Shuge Unlimited
Shuge Unlimited
Mar 27, 2026 · Artificial Intelligence

Deep Comparison of Spec‑Kit, OpenSpec, and Superpowers for AI Programming Workflows

The article analyzes why AI coding agents suffer from unstructured workflows and compares three popular tools—Spec‑Kit, OpenSpec, and Superpowers—by examining their backgrounds, architectures, data flows, core features, workflow paradigms, practical usage examples, and suitability for different project scenarios, ultimately offering concrete selection guidance.

AI programmingOpenSpecSpec Driven Development
0 likes · 18 min read
Deep Comparison of Spec‑Kit, OpenSpec, and Superpowers for AI Programming Workflows
Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
Jun 21, 2026 · Backend Development

Beyond Vibe Coding: A Deep Dive into OpenSpec Spec‑Driven Development

This article explains why Vibe Coding reaches its limits for large projects, introduces Spec‑Driven Development with OpenSpec, walks through installing the tool, using its opsx commands, creating specification documents, applying code generation, and archiving the results in a Spring Boot 3.5.0 application.

AI-assisted codingOpenSpecOpsx commands
0 likes · 12 min read
Beyond Vibe Coding: A Deep Dive into OpenSpec Spec‑Driven Development
AI Skills Research
AI Skills Research
Apr 29, 2026 · Artificial Intelligence

Why Spec‑Driven Development Is Essential for AI‑Powered Coding

Although large language models let developers generate code in seconds, relying on vague natural‑language prompts creates fragile systems; Spec‑Driven Development restores discipline by turning ambiguous prompts into precise contracts, reducing rework and improving auditability, testability, and architectural control.

AI programmingDevOpsPrompt Engineering
0 likes · 12 min read
Why Spec‑Driven Development Is Essential for AI‑Powered Coding
Ubiquitous Tech
Ubiquitous Tech
Sep 27, 2025 · Fundamentals

Building a 1024 Web Game with Spec‑Driven Development and GitHub Copilot

This article walks through Spec‑Driven Development (SDD) as a structured alternative to Vibe Coding, showing how to use GitHub Spec Kit and Copilot to create a 1024 web game by defining requirements, planning, generating tasks, and implementing code step by step.

AI‑assisted codingGitHub CopilotJavaScript
0 likes · 21 min read
Building a 1024 Web Game with Spec‑Driven Development and GitHub Copilot
Old Zhang's AI Learning
Old Zhang's AI Learning
May 24, 2026 · Artificial Intelligence

Taming Vibe Coding: How OpenSpec Enforces Spec‑Driven AI Coding

The article examines the pitfalls of "vibe coding" with AI assistants like Claude Code, introduces Spec‑Driven Development, compares major tools, and provides a detailed walkthrough of the open‑source OpenSpec workflow that aligns AI output with explicit specifications.

AI CodingClaude CodeOpenSpec
0 likes · 10 min read
Taming Vibe Coding: How OpenSpec Enforces Spec‑Driven AI Coding
MoonWebTeam
MoonWebTeam
Apr 23, 2024 · Artificial Intelligence

Exploring Devika AI: An Open‑Source AI Programmer’s Capabilities and Limits

Devika AI, an open‑source AI programmer from Stition AI, is examined for its architecture, supported actions, installation steps, and real‑world performance across tasks such as building a Snake game, Conway’s Game of Life, Vue3 components, and unit‑test generation, highlighting strengths, weaknesses, and future potential.

Devika AILarge Language Modelstool evaluation
0 likes · 21 min read
Exploring Devika AI: An Open‑Source AI Programmer’s Capabilities and Limits
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
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
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
Shuge Unlimited
Shuge Unlimited
Apr 18, 2026 · Artificial Intelligence

From Legacy Coding to AI‑Assisted Development: A Hands‑On Guide to Using Superpowers and OpenSpec

The article presents a step‑by‑step AI‑enhanced workflow for modernising legacy systems, explaining how OpenSpec’s spec‑driven requirement layer and Superpowers’ strict execution pipeline (brainstorming, isolated worktrees, TDD, code review) together resolve inaccurate demand understanding and uncontrolled code generation, with a concrete flash‑sale implementation and practical pitfalls.

AI CodingOpenSpecSpec Driven Development
0 likes · 20 min read
From Legacy Coding to AI‑Assisted Development: A Hands‑On Guide to Using Superpowers and OpenSpec
Shuge Unlimited
Shuge Unlimited
Mar 31, 2026 · Artificial Intelligence

OpenSpec vs Superpowers: Choosing the Right AI Coding Workflow for 3 Real‑World Scenarios

The article compares two AI‑coding workflow frameworks—OpenSpec, which adds a structured, delta‑based specification layer, and Superpowers, which enforces behavior discipline through markdown‑driven skills—evaluating their mechanisms, strengths, weaknesses, and best‑fit scenarios for solo developers, large teams, and hybrid projects.

AI coding workflowDelta specsOpenSpec
0 likes · 21 min read
OpenSpec vs Superpowers: Choosing the Right AI Coding Workflow for 3 Real‑World Scenarios
Frontend AI Walk
Frontend AI Walk
Feb 13, 2026 · Artificial Intelligence

Superpowers vs OpenSpec: Deep Dive into Two AI Coding Assistant Philosophies

This article compares Superpowers, a workflow‑engine that enforces strict best‑practice processes for AI coding assistants, with OpenSpec, a lightweight spec‑driven framework that treats structured specifications as the single source of truth, outlining their core definitions, design philosophies, workflows, use‑case suitability, learning curves, real‑world experiences, and how they can complement each other.

AI programming assistantsOpenSpecSpec Driven Development
0 likes · 18 min read
Superpowers vs OpenSpec: Deep Dive into Two AI Coding Assistant Philosophies
Qborfy AI
Qborfy AI
Jan 13, 2026 · R&D Management

How Spec‑Driven AI Can Transform Your Development Workflow with CodeBuddy

This guide walks you through using Tencent's CodeBuddy AI and the open‑source Spec‑Kit to adopt a spec‑driven development process, covering environment setup, spec creation, AI‑assisted coding, task generation, checklist validation, risk analysis, and implementation, all illustrated with concrete commands, examples, and workflow diagrams.

AISpec Driven Developmentautomation
0 likes · 21 min read
How Spec‑Driven AI Can Transform Your Development Workflow with CodeBuddy
Shuge Unlimited
Shuge Unlimited
May 3, 2026 · Artificial Intelligence

Combining OpenSpec and Superpowers: A 4‑Step Workflow to Eliminate Luck in AI Coding

This article analyses how OpenSpec’s hard‑coded specification engine and Superpowers’ LLM‑driven execution loop complement each other, presenting a detailed four‑step workflow, concrete code snippets, and a side‑by‑side comparison that shows how the combined approach resolves both definition and execution quality issues in AI‑assisted programming.

AI programmingDelta SpecLLM
0 likes · 17 min read
Combining OpenSpec and Superpowers: A 4‑Step Workflow to Eliminate Luck in AI Coding