Tagged articles

Incremental Refactoring

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Jul 19, 2026 · Artificial Intelligence

How to End the AI Coding Loop: Using Control Theory for Safe Incremental Changes

The article critiques the uncontrolled “blind rail” AI coding loops that generate massive PRs, explains why control theory‑based feedback loops are essential, and details a concrete Effect‑TS migration case that demonstrates a repeatable, low‑risk engineering pattern for AI‑assisted code evolution.

AI codingAgent AutomationControl Theory

0 likes · 13 min read

How to End the AI Coding Loop: Using Control Theory for Safe Incremental Changes

Tencent Cloud Developer

Jul 20, 2023 · Mobile Development

QQ Space Architecture Refactoring: A Case Study of Modernizing a 18-Year-Old Mobile App

The QQ Space team modernized their 18‑year‑old, 1.5‑million‑line mobile app by incrementally refactoring a tangled “primeval forest” architecture using the RFW‑Part and Section frameworks, layered design, and monitoring tools, cutting code size dramatically, boosting startup speed by over 50 % and improving FPS by nearly 5 %.

Android DevelopmentIncremental RefactoringQQ Space

0 likes · 16 min read

QQ Space Architecture Refactoring: A Case Study of Modernizing a 18-Year-Old Mobile App