SpecKit — 2 Technical Articles

Feb 4, 2026 · Fundamentals

Spec‑Driven Development: Harnessing AI Code Generation with Controlled Engineering

This article explains why AI‑assisted coding needs a disciplined, spec‑driven workflow, introduces the SDD methodology, outlines its core principles, tool ecosystem, step‑by‑step process, a hands‑on SpecKit + Copilot example, and the organizational changes required for successful adoption.

AI codingDevOpsGitHub Copilot

0 likes · 20 min read

Spec‑Driven Development: Harnessing AI Code Generation with Controlled Engineering

Alibaba Cloud Developer

Dec 3, 2025 · Artificial Intelligence

Boosting Java Backend with SpecKit: AI‑Powered Spec‑Driven Development

This article shares a hands‑on experience of applying SpecKit and AI‑assisted coding to a mature Java backend, detailing the spec‑driven workflow, tool selection, environment setup, step‑by‑step commands, concrete examples, observed benefits, encountered challenges, and practical lessons for future projects.

AI codingDevOpsJava Backend

0 likes · 16 min read

Boosting Java Backend with SpecKit: AI‑Powered Spec‑Driven Development