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Latest from Miss Fresh Tech Team

12 recent articles

Miss Fresh Tech Team

Oct 8, 2021 · Mobile Development

How Cloud-Based Mobile Testing Transforms App Quality and Compliance

This article introduces a cloud‑based mobile testing platform, detailing its architecture, implementation with Spring Boot and Appium, and real‑world applications in compliance verification and online inspection, highlighting how AI integration and automated workflows dramatically improve testing efficiency and product quality.

AI complianceCloud Testingappium

0 likes · 7 min read

How Cloud-Based Mobile Testing Transforms App Quality and Compliance

Miss Fresh Tech Team

Jul 28, 2021 · Operations

How Multi‑Lane Architecture Revolutionizes Test Environment Management

This article details a multi‑lane approach for test environment governance that isolates services, databases, and messaging, dramatically improves stability and efficiency, and outlines the technical architecture, implementation steps, challenges, and future automation plans.

KongRocketMQmicroservices

0 likes · 18 min read

How Multi‑Lane Architecture Revolutionizes Test Environment Management

Miss Fresh Tech Team

Jul 8, 2021 · Artificial Intelligence

How AI Powers Smart Vending Cabinets: From RFID to Deep Learning Detection

This article details the evolution of intelligent vending cabinets, comparing RFID, gravity, dynamic and static vision solutions, and explains how deep‑learning models, data pipelines, and system architectures enable high‑accuracy, low‑loss product detection and automated operations in modern unmanned retail.

AISmart Vendingcomputer vision

0 likes · 36 min read

How AI Powers Smart Vending Cabinets: From RFID to Deep Learning Detection

Miss Fresh Tech Team

Jul 7, 2021 · Backend Development

How DDD Transforms Complex Store Systems: From Monolith to Scalable Microservices

This article explores how Domain‑Driven Design (DDD) was applied to redesign a rapidly evolving retail store system, detailing the challenges of legacy monoliths, the step‑by‑step migration through versions 1.0, 2.0 and 3.0, and the resulting architectural, tactical and operational benefits for backend development.

DDDDomain-Driven DesignSpring Cloud

0 likes · 41 min read

How DDD Transforms Complex Store Systems: From Monolith to Scalable Microservices

Miss Fresh Tech Team

May 29, 2021 · Mobile Development

How a Unified Popup SDK Streamlines Mobile App Dialog Management

An in‑depth guide to designing and implementing a unified popup SDK for a mobile commerce app, covering project background, pain points, architectural modules, data models, template factories, code integration, and measurable benefits such as reduced development effort and cleaner dialog management.

SDKUIarchitecture

0 likes · 22 min read

Miss Fresh Tech Team

May 27, 2021 · Operations

How LBS Tech Eliminated Fake Delivery Sign‑Offs at Daily Fresh

Daily Fresh built a custom address database and advanced LBS system—including location correction, trajectory denoising, and stay‑point analysis—to accurately detect and curb fake delivery sign‑offs, achieving over 96% detection accuracy and industry‑leading results.

LBSLogisticsfake sign-off detection

0 likes · 24 min read

How LBS Tech Eliminated Fake Delivery Sign‑Offs at Daily Fresh

Miss Fresh Tech Team

Apr 16, 2021 · Backend Development

Why G1GC? Understanding Soft Real‑Time and Pause‑Time Prediction in Java

This article explains the evolution of garbage collection, why G1GC is chosen for low‑latency high‑availability Java services, how it achieves soft real‑time guarantees, the internal heap and region structures, concurrent marking, SATB, remembered sets, and the algorithms used to predict pause times.

Garbage CollectionJVMPause Prediction

0 likes · 20 min read

Why G1GC? Understanding Soft Real‑Time and Pause‑Time Prediction in Java

Miss Fresh Tech Team

Apr 15, 2021 · Frontend Development

Building Fast, Flexible Marketing Pages: Inside the River Beaver Visual Builder

The River Beaver system, developed by Daily Fresh, is a self‑built activity construction platform that offers a rich set of business components and a visual page‑building interface, enabling marketers to quickly create and publish customized H5 activity pages while freeing developers from repetitive tasks, improving efficiency, and supporting scalable component libraries.

Component LibraryNode.jsVue

0 likes · 14 min read

Building Fast, Flexible Marketing Pages: Inside the River Beaver Visual Builder

Miss Fresh Tech Team

Apr 14, 2021 · Mobile Development

How to Automate Mobile Bug Reporting with an SDK: From Capture to Submission

To streamline app quality assurance, a comprehensive mobile bug‑reporting SDK was built that automates screenshot, screen‑recording, network and log collection, auto‑fills device and app data, and integrates with the Max backend, reducing feedback latency and simplifying the reporting workflow for developers and testers.

Flutterautomationbug reporting

0 likes · 8 min read

How to Automate Mobile Bug Reporting with an SDK: From Capture to Submission

Miss Fresh Tech Team

Nov 9, 2020 · Frontend Development

Transforming E‑commerce Activity Pages: Inside the River Beaver Visual Builder

The River Beaver system, developed by Miss Fresh, is a self‑built activity‑construction platform that lets operators visually assemble marketing pages using reusable components, dramatically reducing development effort, accelerating release cycles, and empowering non‑technical staff, while the underlying architecture—Vue‑based designer, component libraries, Node/Think.js services, and build pipelines—ensures scalable, maintainable H5 page generation.

Component LibraryNode.jsVue

0 likes · 15 min read

Transforming E‑commerce Activity Pages: Inside the River Beaver Visual Builder