Tagged articles

Engineering Methodology

3 articles · Page 1 of 1

Jun 7, 2026 · Artificial Intelligence

Why AI‑Generated Code Is Unstable and How Harness Engineering Solves It

The article explains that the instability of AI‑generated code stems from treating programming as a stateless conversation, and introduces Harness Engineering—a 2025‑born methodology that externalizes decisions to files, structures work into staged processes, and atomizes tasks to make AI coding repeatable, auditable and evolvable, while outlining emerging frameworks and a 12‑part learning path.

AI programmingEngineering Methodologyframeworks

0 likes · 8 min read

Why AI‑Generated Code Is Unstable and How Harness Engineering Solves It

Software Engineering 3.0 Era

May 26, 2026 · R&D Management

Why Software Engineering 3.0 Is Becoming a Must‑Have for Enterprises

The article argues that the rise of AI‑driven code generation demands a three‑stage Software Engineering 3.0 methodology—context, steering, and knowledge engineering—to turn massive efficiency gains into trustworthy, scalable production systems, making it essential for competitive enterprises.

AIAutomationDevOps

0 likes · 11 min read

Why Software Engineering 3.0 Is Becoming a Must‑Have for Enterprises

Architecture Digest

Aug 22, 2017 · Backend Development

Strengthening Backend Fundamentals: Distributed Service Architecture and Personal Growth

In this talk, chief architect Li Yanpeng shares his career background, outlines the goals and design principles of distributed service architecture—including high availability, performance, scalability, extensibility, security, and consistency—and offers a methodology for cultivating both technical and personal inner skills for engineers.

Engineering MethodologyTechnical Growthbackend

0 likes · 22 min read

Strengthening Backend Fundamentals: Distributed Service Architecture and Personal Growth