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Huolala Tech

Technology reshapes logistics

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Latest from Huolala Tech

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Huolala Tech

Apr 22, 2026 · Backend Development

How a Platform‑Based Architecture Turns Logistics Fulfillment from Silos to Scalable Services

The article details a step‑by‑step transformation of a logistics fulfillment system from a duplicated, siloed design to a unified, plug‑in‑driven platform, explaining the underlying domain model, split‑and‑route strategies, state orchestration, code contracts, quantitative benefits, and future intelligent extensions.

MicroservicesScalable Systemslogistics fulfillment

0 likes · 15 min read

How a Platform‑Based Architecture Turns Logistics Fulfillment from Silos to Scalable Services

Huolala Tech

Apr 17, 2026 · Artificial Intelligence

How Lalamove Built a Multi‑Agent AI Framework to Cut Translation Costs by 90%

Lalamove tackled the massive multilingual translation workload of its global app and website by designing a three‑layer, multi‑agent AI framework that combines specialized translation, quality scoring, and compliance agents, achieving rapid, native‑like output while slashing costs and turnaround time.

AI translationLLMcost reduction

0 likes · 10 min read

How Lalamove Built a Multi‑Agent AI Framework to Cut Translation Costs by 90%

Huolala Tech

Apr 15, 2026 · Information Security

How We Built a Self‑Learning API Classification System for Security

This article details a real‑world case study of how a large logistics platform created an automated, self‑evolving API asset‑classification pipeline—covering data collection, feature engineering, model training with CatBoost, confidence‑based label feedback, and lessons learned—to improve API security monitoring and reduce manual labeling effort.

API SecurityCatBoostSHAP

0 likes · 13 min read

How We Built a Self‑Learning API Classification System for Security

Huolala Tech

Apr 8, 2026 · Operations

How Real-Time Binlog Monitoring and AI Transform Data Quality Alerting

This article explains the design of a zero‑code, real‑time data quality alert platform that leverages Binlog‑based ingestion, configurable metrics, automated attribution, and LLM‑driven decision making to provide fine‑grained monitoring, rapid response, and measurable operational benefits across marketing workflows.

AI decisionData qualityalert platform

0 likes · 12 min read

How Real-Time Binlog Monitoring and AI Transform Data Quality Alerting

Huolala Tech

Mar 18, 2026 · Artificial Intelligence

Boosting LLM Accuracy: From RAG to GraphRAG for Enterprise Metadata Retrieval

This article explains the fundamentals of Retrieval‑Augmented Generation (RAG), introduces GraphRAG as an advanced architecture using knowledge graphs, details implementation pipelines, evaluates performance improvements, analyzes common pitfalls, and outlines future enhancements for enterprise metadata search.

AIGraphRAGKnowledge Graph

0 likes · 17 min read

Boosting LLM Accuracy: From RAG to GraphRAG for Enterprise Metadata Retrieval

Huolala Tech

Mar 16, 2026 · Backend Development

How Lalamove Cut 30% of Dead Code: A Practical Code‑Slimming Playbook

This article details Lalamove's 2025 "Big Cleanup" initiative that identified and removed over 30% of dead Java code and more than 100 obsolete DB fields, describing the tools, SA plugin, BigClean scanner, MyBatis interceptor, and quality‑assurance strategies used to ensure safe, efficient code slimming.

JavaToolingbackend

0 likes · 13 min read

How Lalamove Cut 30% of Dead Code: A Practical Code‑Slimming Playbook

Huolala Tech

Mar 6, 2026 · Artificial Intelligence

How Huolala’s Dolphin Platform Cuts Large‑Model Inference Costs by Up to 60%

The article details how Huolala’s Dolphin platform engineers large‑model inference for high‑concurrency, long‑context, low‑latency production workloads, achieving 50‑60% GPU cost reduction through systematic resource allocation, model quantization, PD‑separation, speculative sampling, and kernel‑level optimizations while maintaining service stability.

GPU utilizationResource OptimizationSpeculative Sampling

0 likes · 18 min read

How Huolala’s Dolphin Platform Cuts Large‑Model Inference Costs by Up to 60%

Huolala Tech

Mar 4, 2026 · Artificial Intelligence

How Lalamove Built an AI‑Powered Edge‑Cloud Review System for Global Driver Verification

Lalamove tackled the scalability and accuracy challenges of worldwide driver onboarding by designing a layered edge‑cloud AI architecture that combines lightweight mobile models, cloud‑based large‑language and computer‑vision models, OCR, and multimodal LLMs to filter low‑quality inputs, automate identity checks, and reduce manual effort while maintaining data compliance.

AIDriver VerificationOCR

0 likes · 12 min read

How Lalamove Built an AI‑Powered Edge‑Cloud Review System for Global Driver Verification

Huolala Tech

Feb 4, 2026 · Artificial Intelligence

How AI Self‑Healing Transforms Mobile UI Automation Testing

This article examines the challenges of manual mobile UI testing, introduces AI‑driven self‑healing techniques that combine multimodal perception, visual models and semantic analysis, and details the architecture, diagnostic workflow, smart popup handling, change‑aware engines, practical results and future directions.

AISelf-healingUI Automation

0 likes · 15 min read

How AI Self‑Healing Transforms Mobile UI Automation Testing

Huolala Tech

Jan 30, 2026 · Backend Development

How HuoLala Built a Scalable Todo Center to Handle Billions of Requests

To support HuoLala’s massive driver workflow, the team designed a platform‑wide Todo Center that standardizes tasks, optimizes performance, decouples services, and ensures strong and eventual consistency, while employing traffic‑shaping, asynchronous processing, and robust monitoring to sustain billions of daily queries with low latency.

MicroservicesTraffic Controlevent-driven

0 likes · 14 min read

How HuoLala Built a Scalable Todo Center to Handle Billions of Requests