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product evolution

4 articles · Page 1 of 1
Kuaishou Tech
Kuaishou Tech
Jul 7, 2026 · Artificial Intelligence

AI Coding Product Evolution: From Autocompletion to Human‑Agent Collaboration

The talk traces Kuaishou's AI coding journey from early tab‑completion with 5‑20% generation rates to a 90‑100% code‑generation ratio in recent weeks, analyzes the persistent ABAB serial‑execution friction, and proposes a spec‑driven long‑running Agent loop that externalizes state, unifies execution nodes, and enables true human‑agent parity through shared context and CLI integration.

AI codingcoding agentsexecution node
0 likes · 29 min read
AI Coding Product Evolution: From Autocompletion to Human‑Agent Collaboration
DeWu Technology
DeWu Technology
Apr 10, 2023 · Industry Insights

Mooncake’s Evolution: From Mock Service to One‑Stop API Collaboration Platform

Over the past year, Mooncake transformed from a simple mock service into a comprehensive API collaboration platform, integrating Yapi and mock functionalities, adopting Nielsen’s design principles, and introducing tools for Java, Go, iOS, Android, and frontend development, while outlining its architectural upgrades, design philosophy, and future roadmap.

API ManagementPlatform designarchitecture
0 likes · 13 min read
Mooncake’s Evolution: From Mock Service to One‑Stop API Collaboration Platform
DaTaobao Tech
DaTaobao Tech
Aug 12, 2022 · Backend Development

Evolution and Technical Refactoring of Alibaba's Coupon Package System

Alibaba's coupon package evolved from a 2014 PC‑only tool to a mobile‑centric, marketing‑driven platform, and now to a user‑asset‑center architecture that consolidates assets, upgrades the tech stack, unifies logging, optimizes Docker, and implements performance cuts that shrink machine usage and request expansion by over 90%.

architecturecoupon systemproduct evolution
0 likes · 13 min read
Evolution and Technical Refactoring of Alibaba's Coupon Package System