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Huolala Tech

Technology reshapes logistics

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Latest from Huolala Tech

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Huolala Tech

Jun 3, 2026 · Artificial Intelligence

Three Breakthroughs Driving the Rapid Rise of Computer Vision

The article reviews three major recent breakthroughs in computer vision—self‑supervised visual foundation models, feed‑forward 3D reconstruction, and unified multimodal models—detailing their underlying methods, key papers, performance characteristics, and practical implications for real‑world AI applications.

3D reconstructionVision-Language Modelscomputer vision

0 likes · 22 min read

Three Breakthroughs Driving the Rapid Rise of Computer Vision

Huolala Tech

May 20, 2026 · Artificial Intelligence

How Multimodal Agents Double Private‑Domain Conversion Rates

The article details how a three‑layer multimodal AI agent framework—covering AI quality inspection, multimodal content generation, and QA interaction—transforms private‑domain marketing by automating content creation, boosting conversion efficiency, and achieving measurable cost and performance gains.

AI agentsAutomationCase Study

0 likes · 17 min read

How Multimodal Agents Double Private‑Domain Conversion Rates

Huolala Tech

Apr 29, 2026 · Artificial Intelligence

From MVP to 1.0: A Practical Roadmap for AI‑Powered Test Case Generation

The article analyses the structural bottlenecks of manual test case creation, validates an MVP that keeps human testing logic while automating repetitive steps, identifies three core limitations of the MVP, and then details a 1.0 upgrade that adds multimodal input parsing, prompt engineering, knowledge‑graph RAG and retrieval loops, culminating in measurable productivity gains and a reusable framework for AI‑driven testing.

AI testingKnowledge GraphMVP

0 likes · 17 min read

From MVP to 1.0: A Practical Roadmap for AI‑Powered Test Case Generation

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.

Scalable SystemsState Machinelogistics 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 decisionBinlogalert 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.

BackendJavacode cleanup

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 UtilizationModel QuantizationPerformance Evaluation

0 likes · 18 min read

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