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Huolala Tech
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Huolala Tech

Technology reshapes logistics

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Recent Articles

Latest from Huolala Tech

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Huolala Tech
Huolala Tech
Nov 8, 2024 · Backend Development

How Huolala Built a Scalable Real‑Time Reconciliation Platform for Millions of Daily Transactions

Huolala’s real‑time reconciliation platform tackles massive daily transaction volumes by addressing distributed system consistency, high‑throughput data ingestion, dynamic cluster scaling, and security safeguards, enabling sub‑second settlement verification across hundreds of services.

Dynamic ScalingSystem Securitybackend architecture
0 likes · 10 min read
How Huolala Built a Scalable Real‑Time Reconciliation Platform for Millions of Daily Transactions
Huolala Tech
Huolala Tech
Nov 7, 2024 · Big Data

How HuoLaLa Scaled Real‑Time Data Capture with Flink CDC: Architecture, Challenges, and Results

This article details HuoLaLa's logistics platform challenges with petabyte‑scale data, the selection of Apache Flink CDC for stable, compatible, and low‑latency data ingestion, the construction of a multi‑layer CDC capability, migration strategies, measurable performance gains, and future open‑source contributions.

Apache FlinkData IngestionFlink CDC
0 likes · 15 min read
How HuoLaLa Scaled Real‑Time Data Capture with Flink CDC: Architecture, Challenges, and Results
Huolala Tech
Huolala Tech
Nov 6, 2024 · Frontend Development

How We Cut WeChat Mini‑Program Startup Time by 45% with Smart Async Splitting

This article details how the Huolala team tackled growing performance problems in their WeChat mini‑program—such as long startup, page‑switch lag, and increasing bundle size—by measuring key metrics, setting aggressive targets, and applying a series of optimizations including performance data reporting, code‑splitting, async component loading, and skeleton screens, ultimately achieving significant reductions in launch and transition times while keeping the main bundle size under control.

Async SplittingCode SplittingWeChat Mini Program
0 likes · 24 min read
How We Cut WeChat Mini‑Program Startup Time by 45% with Smart Async Splitting
Huolala Tech
Huolala Tech
Oct 29, 2024 · Mobile Development

Boost Mobile App Testing Efficiency with Parallel Multi‑Device Synchronization

This article explores how Hu Jia‑chun and the Huolala testing team tackled the exploding complexity of mobile app testing across Android, iOS, and HarmonyOS by applying task decomposition, parallel execution, cloud‑based device farms, OCR‑driven precise control, and custom multi‑device synchronization tools to dramatically improve coverage and speed.

Mobile TestingOCR automationParallel Execution
0 likes · 22 min read
Boost Mobile App Testing Efficiency with Parallel Multi‑Device Synchronization
Huolala Tech
Huolala Tech
Oct 24, 2024 · Artificial Intelligence

How Huolala’s Dolphin Platform Accelerates AI Model Delivery with Cloud‑Native Automation

This article describes how Huolala built a cloud‑native AI development platform called Dolphin to overcome low model delivery efficiency and poor compute‑resource utilization, detailing its architecture, one‑stop workflow, resource‑pooling, observability, and future roadmap for scaling AI across the company.

Cloud NativeKubernetesResource Management
0 likes · 10 min read
How Huolala’s Dolphin Platform Accelerates AI Model Delivery with Cloud‑Native Automation
Huolala Tech
Huolala Tech
Oct 11, 2024 · Backend Development

How the New Starhan System Revolutionizes Customer Service Workflow and Boosts Efficiency

This article details the design, implementation, and performance improvements of the Starhan customer‑service platform, explaining how a graph‑based workflow engine, dynamic process management, and extensive automation reduce costs, shorten release cycles, and enhance user satisfaction across multiple business lines.

Automationcustomer serviceworkflow orchestration
0 likes · 21 min read
How the New Starhan System Revolutionizes Customer Service Workflow and Boosts Efficiency
Huolala Tech
Huolala Tech
Oct 8, 2024 · Mobile Development

iOS 17 Text‑to‑Speech Crash: Root Cause and Effective Fixes

This article investigates a recurring text‑to‑speech crash on iOS 17 devices, detailing the EXC_BAD_ACCESS error, analyzing stack traces, exploring internal AVAudioEngine and AUAudioUnit_XPC structures, and presenting two remediation strategies—including a hook‑based approach that safely bypasses problematic dealloc and stop calls.

AVAudioEngineCrashObjective‑C
0 likes · 16 min read
iOS 17 Text‑to‑Speech Crash: Root Cause and Effective Fixes
Huolala Tech
Huolala Tech
Sep 26, 2024 · Artificial Intelligence

How LLM-Powered AI Assistants Transform Logistics Operations

This article details Huolala's exploration of large‑language‑model (LLM) based AI assistants across multiple business scenarios, describing their architecture, implementation challenges, prompt engineering techniques, and the progressive stages from professional assistants to multi‑agent systems that drive efficiency and innovation in logistics.

LLMai-assistantlogistics AI
0 likes · 12 min read
How LLM-Powered AI Assistants Transform Logistics Operations
Huolala Tech
Huolala Tech
Sep 24, 2024 · Cloud Native

How We Revamped a Large‑Scale API Automation Platform with Kubernetes and Tekton

This article details the evolution of a high‑traffic API automation testing platform, covering challenges such as multi‑environment isolation, execution speed, quality assessment, and stability, and explains how the team leveraged Kubernetes, Rancher, Tekton, precise testing, and modern reporting to dramatically improve efficiency and reliability.

CI/CDKubernetesTekton
0 likes · 32 min read
How We Revamped a Large‑Scale API Automation Platform with Kubernetes and Tekton