Tagged articles

software refactoring

9 articles · Page 1 of 1

Jul 21, 2026 · Artificial Intelligence

Migrating Millions of Lines of Code with Claude Code: A Step‑by‑Step Guide

The article analyzes Anthropic's Claude Code workflow for massive code migrations, detailing two real‑world cases—a 530k‑line Bun rewrite from Zig to Rust in 11 days and a 165k‑line Python‑to‑TypeScript conversion over a weekend—then breaks down the six‑step process, rule‑book creation, adversarial review, and practical cost considerations.

AI code migrationClaude Codelarge‑scale transformation

0 likes · 15 min read

Migrating Millions of Lines of Code with Claude Code: A Step‑by‑Step Guide

LuTiao Programming

May 27, 2026 · Backend Development

After Two Days Refactoring a Spring Boot Project with Codex, I Rethink Java Development

Using Codex to take over a real Spring Boot codebase—modifying packages, fixing beans, refactoring modules, adding idempotency, and even auto‑repairing compile errors—revealed that AI can now understand project context and act as an engineering agent, fundamentally shifting Java development practices.

AI code generationAgent LoopCodex

0 likes · 6 min read

After Two Days Refactoring a Spring Boot Project with Codex, I Rethink Java Development

ITPUB

May 16, 2026 · Artificial Intelligence

Managing AI‑Generated Code with an Agent‑Based Evaluation Framework: Lessons from Refactoring 310 K Lines

When over 90% of a codebase is produced by AI, the authors show how a unified "people‑align → human‑machine‑align" approach, driven by evaluation agents, transforms technical debt into incremental business work, enabling continuous refactoring, AI‑friendly standards, and a sustainable engineering environment.

AI codingAI governanceAgent Evaluation

0 likes · 21 min read

Managing AI‑Generated Code with an Agent‑Based Evaluation Framework: Lessons from Refactoring 310 K Lines

Meituan Technology Team

May 7, 2026 · R&D Management

Managing AI‑Generated Code with Agent‑Based Evaluation: Refactoring 310K Lines of Code

When over 90% of a codebase is produced by AI, system quality hinges on constraining AI rather than speed, and this article details how a team used an agent‑based evaluation framework, unified standards, and incremental refactoring to turn 310,000 lines of AI‑written code into a maintainable, low‑debt system.

AI codingAI governanceAgent Evaluation

0 likes · 21 min read

Managing AI‑Generated Code with Agent‑Based Evaluation: Refactoring 310K Lines of Code

Bitu Technology

Nov 8, 2024 · Mobile Development

Designing a Modular, Scalable Android Player Architecture at Tubi

This article describes how Tubi's Android team redesigned their video player with a modular, distributed architecture—introducing PlayerContext, PlayerHandlerWrapper, and composable modules for ads, event tracking, and TTS—to improve flexibility, testability, and scalability while sharing lessons learned from the refactoring process.

Ad IntegrationAndroidKotlin

0 likes · 12 min read

Architect

Nov 15, 2023 · Backend Development

How DDD and Architecture Mapping Reshaped Tencent Video’s System – A Quantitative Case Study

This article analyses how Domain‑Driven Design and a systematic architecture‑mapping process were applied to the Tencent Video “together‑watch” service, presenting concrete domain models, architectural decisions, refactoring steps, and quantitative evaluations—including code‑size reduction, performance gains, and cost savings—while preserving the full analytical reasoning behind each choice.

DDDDomain modelingarchitecture mapping

0 likes · 18 min read

How DDD and Architecture Mapping Reshaped Tencent Video’s System – A Quantitative Case Study

Qunar Tech Salon

Sep 28, 2022 · Backend Development

Domain-Driven Design (DDD) Practice in Hotel Data System Refactoring at Qunar

This article presents a comprehensive case study of how Qunar's hotel supply‑chain team applied Domain‑Driven Design to restructure a decade‑old, highly coupled hotel information system, detailing the problem analysis, DDD rationale, evolutionary transformation process, architectural principles, implementation results, and lessons learned.

DDDDomain-Driven Designevolutionary architecture

0 likes · 21 min read

Domain-Driven Design (DDD) Practice in Hotel Data System Refactoring at Qunar

MaGe Linux Operations

Mar 15, 2022 · Backend Development

How DODB Improved Development Efficiency with Code Metrics & Refactoring

This article presents a detailed case study of the DODB digital operations platform, comparing historical and current code metrics, identifying code, project‑management and developer issues, and outlining standards, tools and refactoring practices that significantly boosted development efficiency.

DevOpsProject Managementcode quality

0 likes · 17 min read

How DODB Improved Development Efficiency with Code Metrics & Refactoring

Qunar Tech Salon

May 20, 2021 · Backend Development

Rebuilding a Hotel Pricing Engine with Domain-Driven Design: A Qunar Case Study

The article describes how Qunar's technical director Zheng Jimin applied Domain‑Driven Design to refactor the hotel pricing engine, dramatically improving development efficiency, reducing onboarding time, and aligning product and engineering through a three‑stage strategic, tactical, and implementation process.

DDDDomain-Driven DesignHotel Pricing Engine

0 likes · 7 min read

Rebuilding a Hotel Pricing Engine with Domain-Driven Design: A Qunar Case Study