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Beijing SF i-TECH City Technology Team
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Beijing SF i-TECH City Technology Team

Official tech channel of Beijing SF i-TECH City. A publishing platform for technology innovation, practical implementation, and frontier tech exploration.

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Recent Articles

Latest from Beijing SF i-TECH City Technology Team

26 recent articles
Beijing SF i-TECH City Technology Team
Beijing SF i-TECH City Technology Team
Apr 8, 2025 · Artificial Intelligence

Automatic Algorithm Design for Operations Optimization Using Large Language Models and Evolutionary Techniques

This document outlines how large language models can be combined with evolutionary algorithms such as genetic algorithms to automatically generate, evaluate, and iteratively improve operations‑optimization code for logistics, resource allocation, and staffing scenarios, reducing development cycles, enhancing adaptability, and achieving higher solution quality.

AI Optimizationautomated-code-generationgenetic algorithm
0 likes · 21 min read
Automatic Algorithm Design for Operations Optimization Using Large Language Models and Evolutionary Techniques
Beijing SF i-TECH City Technology Team
Beijing SF i-TECH City Technology Team
Apr 7, 2025 · Artificial Intelligence

LLM Application in Text Information Detection and Extraction: A Case Study of Blue-Collar Recruitment Data Processing

This article explores the application of Large Language Models (LLM) in text information detection and extraction, focusing on blue-collar recruitment data processing. It details the implementation of LLM through prompt engineering, RAG enhancement, and model fine-tuning to improve data cleaning efficiency and accuracy.

AI applicationsLLMPrompt engineering
0 likes · 31 min read
LLM Application in Text Information Detection and Extraction: A Case Study of Blue-Collar Recruitment Data Processing
Beijing SF i-TECH City Technology Team
Beijing SF i-TECH City Technology Team
Apr 7, 2025 · Artificial Intelligence

Common Applications, Tools, and Practical Scenarios of AIGC in Design and Business

This article outlines the rapid growth of AIGC technologies, describes key image‑generation and language models, demonstrates step‑by‑step design workflows, explores user‑experience research enhancements, and envisions future business uses while offering practical tips for mastering AI‑generated content.

AIGCDesignUser experience
0 likes · 8 min read
Common Applications, Tools, and Practical Scenarios of AIGC in Design and Business
Beijing SF i-TECH City Technology Team
Beijing SF i-TECH City Technology Team
Feb 7, 2025 · Backend Development

Applying Netflix Conductor for Scalable Workflow Orchestration in a Logistics System

This article details how a logistics company's platform adopted Netflix Conductor to unify and scale algorithmic task scheduling, addressing challenges such as fragmented workflows, resource imbalance, and long-running jobs by implementing dynamic DAGs, fork‑join patterns, and robust retry mechanisms, resulting in significant performance gains.

Backend DevelopmentConductorLogistics
0 likes · 21 min read
Applying Netflix Conductor for Scalable Workflow Orchestration in a Logistics System
Beijing SF i-TECH City Technology Team
Beijing SF i-TECH City Technology Team
Nov 29, 2024 · Mobile Development

SF Design Mobile: Design System, Token Integration, and Component Library Overview

The article outlines the background, goals, construction process, and comprehensive showcase of SF Design Mobile, a cross‑platform component library built by SF Technology, emphasizing design principles, the integration of Design Tokens, component categories, public platform, application examples, current usage, feedback, and future plans.

Component LibraryMobile UIdesign system
0 likes · 8 min read
SF Design Mobile: Design System, Token Integration, and Component Library Overview
Beijing SF i-TECH City Technology Team
Beijing SF i-TECH City Technology Team
Jun 18, 2024 · Backend Development

Understanding API Gateways: Kong Overview, Comparison, Features, Performance, and Deployment

This article explains the concept of API gateways, compares popular solutions such as Kong, Zuul, Spring Cloud Gateway and Tyk, details Kong's architecture, features, performance benchmarks, deployment scenarios, monitoring setup, and the practical problems encountered with their resolutions.

Kongapi-gatewayperformance
0 likes · 17 min read
Understanding API Gateways: Kong Overview, Comparison, Features, Performance, and Deployment
Beijing SF i-TECH City Technology Team
Beijing SF i-TECH City Technology Team
Jun 18, 2024 · Databases

TiDB Operational Practices and Performance Benchmarking at Beijing Shunfeng Tongcheng Technology

This article presents a comprehensive case study of TiDB deployment at Beijing Shunfeng Tongcheng Technology, covering application scenarios, TiDB features, detailed performance benchmarks, operational challenges, optimization techniques, ecosystem tools, and best‑practice recommendations for large‑scale distributed database management.

ScalabilityTiDBdistributed database
0 likes · 19 min read
TiDB Operational Practices and Performance Benchmarking at Beijing Shunfeng Tongcheng Technology