Ai-Assisted-Development on AI Knowledge Base

GitHub Spec Kit

Mon, 01 Jan 0001 00:00:00 +0000

Open-source CLI toolkit for specification-driven development. Provides a four-phase gated workflow: Specify, Plan, Tasks, Implement.

My LLM Coding Workflow Going into 2026

Mon, 01 Jan 0001 00:00:00 +0000

Addy Osmani’s end-to-end workflow for AI-assisted coding, emphasizing specification as the critical input that determines output quality.

How to Write a Good Spec for AI Agents

Mon, 01 Jan 0001 00:00:00 +0000

Practical guide to writing specifications that AI coding assistants can follow effectively, with templates and examples of good versus bad specs.

SDD Tools: Kiro, Spec Kit, and Tessl

Mon, 01 Jan 0001 00:00:00 +0000

Martin Fowler explores the three leading SDD tools, comparing their approaches to specification authoring, validation, and AI-driven implementation.

Awesome Spec-Driven Development

Mon, 01 Jan 0001 00:00:00 +0000

Community-curated list of SDD tools, articles, frameworks, and resources. A living index of the SDD ecosystem that is updated as new tools emerge.

Vibe Coding Is Not AI-Assisted Engineering

Mon, 01 Jan 0001 00:00:00 +0000

Distinguishes vibe coding from specification-driven AI-assisted engineering, arguing that specifications are the differentiator between amateur and professional AI-augmented development.

Mastering SDD with AI Workflows

Mon, 01 Jan 0001 00:00:00 +0000

Step-by-step implementation guide for adopting SDD with AI coding tools, from initial spec authoring through iterative refinement.

SDD with AI: Open Source Toolkit

Mon, 01 Jan 0001 00:00:00 +0000

GitHub’s introduction to SDD with AI, announcing the open-source Spec Kit toolkit and explaining how specifications fit into the broader development ecosystem.

Spec-Driven Development Fundamentals

Mon, 01 Jan 0001 00:00:00 +0000

Learn the specification-driven development methodology from concept through practice. Understand why SDD emerged alongside AI coding tools, how to write effective specifications, and how to use tools like GitHub Spec Kit to formalize the workflow.

Prerequisites: Familiarity with Claude Code (complete Claude Code Mastery first) helps you apply SDD concepts immediately, but is not strictly required.

Spec-Driven Development Guide

Mon, 01 Jan 0001 00:00:00 +0000

Tutorial on applying SDD within the Zencoder IDE, demonstrating the full cycle from specification authoring to AI-assisted implementation and validation.

The Rise of Spec-Driven Development

Mon, 01 Jan 0001 00:00:00 +0000

Trend analysis of SDD’s emergence as the structured counterpart to vibe coding, explaining why specifications became essential as AI coding tools matured.

SDD with Claude Code

Mon, 01 Jan 0001 00:00:00 +0000

Educational chapter on applying specification-driven development with Claude Code, covering spec authoring, agent interaction patterns, and iterative refinement.

SDD: From Code to Contract in the Age of AI Coding Assistants

Mon, 01 Jan 0001 00:00:00 +0000

Academic paper examining formal specification approaches for AI-assisted software development, with empirical analysis of specification quality and implementation fidelity.

Getting Started with GitHub Spec Kit

Mon, 01 Jan 0001 00:00:00 +0000

Hands-on tutorial for GitHub Spec Kit CLI, covering installation, spec creation, validation, and integration with AI coding workflows.