How Huolala Built an End‑to‑End AI Evaluation Platform for Logistics

This article explains how Huolala designed and implemented a one‑stop AI evaluation platform—Lala Zhiping—to select and assess large language models for logistics scenarios, detailing its business background, architecture, configurable workflow, data isolation, permission system, and future development plans.

AI EvaluationData IsolationSystem Architecture

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How Huolala Built an End‑to‑End AI Evaluation Platform for Logistics

Beijing SF i-TECH City Technology Team

Sep 27, 2023 · Backend Development

Performance Analysis and Optimization Report for a Logistics Platform

This report analyzes performance issues in a logistics platform, identifying backend IC card interface timeouts causing database connection pool exhaustion and frontend problems from excessive DOM elements and network loading, then proposes optimizations including interface migration, CDN, compression, preloading, domain sharding, and virtual scrolling.

Frontend OptimizationIC card interfacebackend optimization

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Performance Analysis and Optimization Report for a Logistics Platform

ITFLY8 Architecture Home

Oct 12, 2018 · Backend Development

From Zero to Scalable Logistics: A Real‑World Backend Architecture Evolution

This article narrates the step‑by‑step evolution of a cross‑border e‑commerce logistics platform, detailing how its backend architecture was repeatedly redesigned—from a simple 1.0 system to a robust, fault‑tolerant 3.0 solution—driven by growing business needs, performance challenges, and reliability lessons.

Backend ArchitectureDistributed SystemsMicroservices

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From Zero to Scalable Logistics: A Real‑World Backend Architecture Evolution