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Swan Home Tech Team
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Swan Home Tech Team

Official account of Swan Home's Technology Center, covering FE, Native, Java, QA, BI, Ops and more. We regularly share technical articles, events, and updates. Swan Home centers on home scenarios, using doorstep services as a gateway, and leverages an innovative “Internet + life services” model to deliver one‑stop, standardized, professional home services.

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Recent Articles

Latest from Swan Home Tech Team

11 recent articles
Swan Home Tech Team
Swan Home Tech Team
Aug 27, 2025 · Artificial Intelligence

Why AutoGluon’s Smart Model Team Beats Traditional Tuning in Real-World AI

This guide explains how AutoGluon leverages bagging, cross‑validation, and stacked ensembling to automatically train and combine dozens of models, provides step‑by‑step installation and usage instructions for tabular, time‑series, and multimodal tasks, and shows practical deployment examples for industry scenarios.

AutoGluonAutoMLModelEnsembling
0 likes · 21 min read
Why AutoGluon’s Smart Model Team Beats Traditional Tuning in Real-World AI
Swan Home Tech Team
Swan Home Tech Team
Jul 21, 2025 · Information Security

Phishing & Ransomware Defense: Tactics, Tools, and Systemic Strategies

This article dissects modern phishing and ransomware threats, detailing preparation, bait construction, email header spoofing, and open‑source tools like Gophish, then outlines comprehensive defensive measures—from endpoint security and threat intelligence to risk‑based response economics—offering a systematic, technology‑to‑tactics‑to‑strategy framework for information security teams.

GophishInformation SecurityPhishing
0 likes · 15 min read
Phishing & Ransomware Defense: Tactics, Tools, and Systemic Strategies
Swan Home Tech Team
Swan Home Tech Team
Dec 22, 2020 · Mobile Development

Daojia App General Development Framework: Architecture, Componentization, and Project Practice

This article introduces the Daojia App general development framework, detailing its evolution, componentization challenges and solutions, layered architecture, cross‑platform strategy with Flutter, and its practical application in the Jiazheng Cloud project to improve development efficiency and maintainability.

AndroidCross-PlatformFlutter
0 likes · 13 min read
Daojia App General Development Framework: Architecture, Componentization, and Project Practice
Swan Home Tech Team
Swan Home Tech Team
Sep 16, 2020 · Information Security

Understanding Account System Capabilities, Authentication, and Security

This article provides a comprehensive overview of the PASSPORT account system, detailing its registration process, login mechanisms, authentication methods, security challenges, system evolution, and stability considerations to guide developers in building robust and secure user identity services.

AuthenticationAuthorizationPassport
0 likes · 8 min read
Understanding Account System Capabilities, Authentication, and Security
Swan Home Tech Team
Swan Home Tech Team
Aug 20, 2020 · Product Management

Referral Business and Architecture in the Home Services Industry

This article explains the concept of referral (or distribution) business, compares e‑commerce and home‑service referral models, and details the design of a flexible, node‑based commission architecture—including rule configuration, strategy‑pattern implementation, and workflow automation—to support multi‑stage payouts in service‑oriented platforms.

Product Managementarchitecturecommission
0 likes · 12 min read
Referral Business and Architecture in the Home Services Industry
Swan Home Tech Team
Swan Home Tech Team
Jul 20, 2020 · Backend Development

Design and Evolution of a Reconciliation Center: From Version 1.0 to 3.0

This article introduces the concept, core capabilities, and architectural evolution of a reconciliation center—from its initial 1.0 design through 2.0 and 3.0 upgrades—highlighting problem statements, solution approaches, and the applicable scenarios that make it essential for large‑scale data consistency in modern micro‑service systems.

Reconciliationarchitecturebackend
0 likes · 14 min read
Design and Evolution of a Reconciliation Center: From Version 1.0 to 3.0