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Beike Product & Technology
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Beike Product & Technology

As Beike's official product and technology account, we are committed to building a platform for sharing Beike's product and technology insights, targeting internet/O2O developers and product professionals. We share high-quality original articles, tech salon events, and recruitment information weekly. Welcome to follow us.

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Recent Articles

Latest from Beike Product & Technology

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Beike Product & Technology
Beike Product & Technology
Sep 17, 2021 · Frontend Development

Flutter for Web: Architecture, Platform Issues, and Disaster‑Recovery Solutions at Beike

This article describes how Beike's Flutter team leveraged Flutter for Web to enable rapid online issue mitigation, detailing the compilation pipeline, platform‑specific challenges such as operating‑system detection and dart:io limitations, and the multi‑module disaster‑recovery architecture they built.

AOPPlatform ChannelWeb
0 likes · 13 min read
Flutter for Web: Architecture, Platform Issues, and Disaster‑Recovery Solutions at Beike
Beike Product & Technology
Beike Product & Technology
Sep 8, 2021 · Mobile Development

iOS Crash Analysis and Mitigation: Principles, Mechanisms, and a Case Study of WebView Container Crash on iOS 15

This article explains the fundamentals of iOS crashes, describes exception types such as Mach and Signal, details stack memory layout and recovery techniques, and walks through several real‑world crash investigations—including WKWebView, ImageIO, and fishhook issues—culminating in practical mitigation steps that reduced crash rates by over 60%.

CrashDebuggingMachException
0 likes · 17 min read
iOS Crash Analysis and Mitigation: Principles, Mechanisms, and a Case Study of WebView Container Crash on iOS 15
Beike Product & Technology
Beike Product & Technology
Aug 13, 2021 · Artificial Intelligence

AI-Powered Intelligent Testing Platform for Frontend UI Quality Assurance

The article describes how an AI-driven testing platform combines computer‑vision, OCR, and machine‑learning techniques to automatically detect frontend UI and backend‑related quality issues in mobile apps, outlines its architecture, core capabilities, deployment workflow, and reports successful real‑world deployments and future plans.

AI testingcomputer visionfrontend quality
0 likes · 11 min read
AI-Powered Intelligent Testing Platform for Frontend UI Quality Assurance
Beike Product & Technology
Beike Product & Technology
Aug 6, 2021 · Mobile Development

Beike iOS Cold‑Start Optimization Practices and Framework

This article systematically presents the cold‑start performance problems of the Beike iOS app, defines testing standards, explains the essence of optimization, lists common pitfalls, and details a comprehensive set of practical solutions ranging from lifecycle‑aware task scheduling and minimal‑set launchers to dynamic‑library lazy loading, compile‑time I/O elimination, static‑initializer handling, dead‑code removal, and monitoring standards.

FrameworkPerformance optimizationbenchmark
0 likes · 22 min read
Beike iOS Cold‑Start Optimization Practices and Framework
Beike Product & Technology
Beike Product & Technology
Jul 20, 2021 · Information Security

Building an Enterprise Information Security Management System: Challenges, Role, and Implementation Strategies

This article shares practical experiences from building a zero‑to‑one information security management system for enterprises, outlining common security challenges, the role of such systems in risk governance, and detailed implementation approaches including security policies, penalty mechanisms, and management operations to achieve closed‑loop risk mitigation.

Information Securityenterprise securitymanagement system
0 likes · 10 min read
Building an Enterprise Information Security Management System: Challenges, Role, and Implementation Strategies
Beike Product & Technology
Beike Product & Technology
Jul 8, 2021 · Fundamentals

Understanding HyperLogLog: Algorithm Principles, Redis Implementation, and Experimental Analysis

This article explores the HyperLogLog algorithm for cardinality estimation, tracing its development from Linear and LogLog counting, detailing its Redis implementation with sparse and dense encodings and command workflows, and presenting experiments that demonstrate its memory efficiency and analyze observed error rates versus the theoretical 0.81% standard deviation.

HyperLogLogRedisalgorithm
0 likes · 13 min read
Understanding HyperLogLog: Algorithm Principles, Redis Implementation, and Experimental Analysis
Beike Product & Technology
Beike Product & Technology
Jul 8, 2021 · Artificial Intelligence

Applying End-to-End Deep Learning Models for Real Estate Agent Churn Prediction

This article reviews the evolution of end-to-end deep learning models, describes how they were adapted and optimized for a real‑estate broker churn‑warning scenario, and presents experimental results showing significant improvements in AUC, KS and lift over traditional classifiers.

Recommendation Systemschurn predictionend-to-end models
0 likes · 17 min read
Applying End-to-End Deep Learning Models for Real Estate Agent Churn Prediction