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SDD

11 articles · Page 1 of 1
inShocking
inShocking
Sep 1, 2026 · Artificial Intelligence

Spec-Driven Development: How I Enabled AI Agents to Independently Deliver Features

The author details a Spec-Driven Development (SDD) practice that structures a .specs repository with state-gated phases, four-file feature specs, evidence grading, and reusable skills to let AI agents independently investigate, design, implement, and verify features while reserving business decisions and external side effects for human approval.

AI agentsAutonomous DevelopmentEvidence-Based Development
0 likes · 25 min read
Spec-Driven Development: How I Enabled AI Agents to Independently Deliver Features
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Aug 14, 2026 · Artificial Intelligence

Beyond 1.6×: Boosting Per‑Capita Demand Throughput in the AI Coding Era

Even though more than 90% of code is now generated by AI, teams only see a 1.6‑fold rise in per‑person demand throughput, revealing that the real bottleneck has shifted from coding to end‑to‑end delivery; the article analyses four key variables, presents a quantitative model, and offers concrete practices—prototype‑driven development, Spec‑Driven Development, Harness infrastructure, and a unified collaboration path—to lift organizational R&D efficiency.

AI codingDemand ThroughputHarness
0 likes · 26 min read
Beyond 1.6×: Boosting Per‑Capita Demand Throughput in the AI Coding Era
Data Bricklaying Diary
Data Bricklaying Diary
Aug 9, 2026 · R&D Management

Beyond Multiple Chats: Real Role Division in AI-Assisted Development

The article presents a case study of separating architecture and development roles in AI-assisted programming, emphasizing decision boundaries, design baselines, deliverables, and evidence-based handoffs. It shows how architecture handles requirements and design while development implements, with gaps returned to architecture, and how mid-project changes require unified baseline updates to avoid conflicting local facts.

AI-assisted developmentGraph EngineeringSDD
0 likes · 21 min read
Beyond Multiple Chats: Real Role Division in AI-Assisted Development
AliExpress Tech
AliExpress Tech
Jul 27, 2026 · Artificial Intelligence

From 5% to 90%: Tmall/Taobao Overseas AI Coding SOP Boosts Adoption with SDD All‑in‑One

Starting in May 2025, the Tmall/Taobao overseas team standardized AI coding through a five‑stage Specification‑Driven Development (SDD) SOP, evolving from manual Vibe Coding rules to the unified All‑in‑One skill, which raised AI coding usage from under 5% to over 90% across multiple business domains.

AI codingAll-in-One SkillProcess Automation
0 likes · 27 min read
From 5% to 90%: Tmall/Taobao Overseas AI Coding SOP Boosts Adoption with SDD All‑in‑One
AliExpress Tech
AliExpress Tech
Jul 20, 2026 · Artificial Intelligence

How AliExpress Applies AI Coding to Boost Marketing System Development

The article analyzes the challenges of applying AI coding to AliExpress' high‑traffic, complex marketing system, introduces an SDD‑driven AAIC workflow, builds a business‑knowledge base for the dynamic‑Ticket feature, validates improvements with precision/recall metrics, and outlines architecture and testing upgrades to sustain AI‑assisted development.

AI codingSDDbusiness knowledge base
0 likes · 35 min read
How AliExpress Applies AI Coding to Boost Marketing System Development
Data Bricklaying Diary
Data Bricklaying Diary
Jul 19, 2026 · R&D Management

AI Programming Era: Design Judgment Is the Real Scarcity, Not Code

The article argues that AI lowers code generation cost but amplifies the need for clear requirements, architecture, and verification; it advocates Spec-Driven Development (SDD) with controlled agents and test feedback loops, and shares a practical workflow separating design, implementation, and testing roles to ensure systems are correctly designed, implemented, and validated.

AI programmingHarness EngineeringLoop Engineering
0 likes · 20 min read
AI Programming Era: Design Judgment Is the Real Scarcity, Not Code
AgentGuide
AgentGuide
May 14, 2026 · Fundamentals

Stop Letting AI Write Code Directly—Learn Spec‑Driven Development (SDD)

The article explains Spec‑Driven Development (SDD), a methodology that defines requirements, system behavior, constraints, and tasks in a specification document before AI generates code, compares it with Test‑Driven Development, lists common SDD frameworks, and outlines suitable and unsuitable scenarios.

AI codingOpenSpecSDD
0 likes · 7 min read
Stop Letting AI Write Code Directly—Learn Spec‑Driven Development (SDD)
Qborfy AI
Qborfy AI
Apr 22, 2026 · R&D Management

Boost Code Quality with a Devil‑Style Review Loop and Spec‑Kit

This article walks through a six‑step, AI‑augmented review‑driven development workflow—using Spec‑Kit commands, devil‑style iterative reviews, and TDD—to turn a simple "user login failure lock" requirement into a robust, well‑tested implementation while catching design flaws early.

SDDSpec-KitTDD
0 likes · 16 min read
Boost Code Quality with a Devil‑Style Review Loop and Spec‑Kit
AI Large Model Application Practice
AI Large Model Application Practice
Apr 7, 2026 · Industry Insights

Which Open‑Source SDD Framework Wins in the AI‑Coding Era? A Deep 5‑Tool Comparison

Amid growing AI‑coding hype, this article examines why Specification‑Driven Development (SDD) remains essential and provides a detailed analysis of five popular open‑source SDD frameworks—SpecKit, BMAD, OpenSpec, Superpowers, and GSD—covering their core concepts, installation steps, typical workflows, strengths, weaknesses, and recommendations for teams of different sizes.

AI codingOpen Source FrameworksSDD
0 likes · 18 min read
Which Open‑Source SDD Framework Wins in the AI‑Coding Era? A Deep 5‑Tool Comparison
o-ai.tech
o-ai.tech
Mar 27, 2026 · Artificial Intelligence

Why Superpowers Insists on Subagent‑Driven Development

Superpowers introduces subagent‑driven development (SDD) to split execution into isolated tasks, each handled by a fresh sub‑agent with a mandatory spec‑compliance review followed by a code‑quality review, preventing error amplification, bias, and unchecked assumptions in AI‑assisted coding.

SDDagent-based developmentcode review
0 likes · 14 min read
Why Superpowers Insists on Subagent‑Driven Development