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Huolala Tech

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Latest from Huolala Tech

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Huolala Tech

May 8, 2025 · Operations

Building a Scalable Evaluation Platform for Loading/Unloading Point Recommendations

This article describes how Huolala created a data‑driven, automated testing platform to evaluate and improve loading and unloading recommendation points, covering background challenges, a multi‑layer evaluation framework, offline and online testing methods, metric design, result analysis, smart alerting, and future CI/CD integration.

Recommendation Systemevaluation platformquality assurance

0 likes · 17 min read

Building a Scalable Evaluation Platform for Loading/Unloading Point Recommendations

Huolala Tech

Apr 15, 2025 · Information Security

How a Key Management Gateway Secures Third‑Party API Integrations

This article examines the security challenges of integrating third‑party services via OpenAPI, analyzes code and personnel risks of key exposure, and presents a key‑gateway solution that uses KMS, multi‑tenant architecture, customizable signing modules, and robust exception handling to protect sensitive credentials.

API SecurityKMSKey management

0 likes · 15 min read

How a Key Management Gateway Secures Third‑Party API Integrations

Huolala Tech

Apr 11, 2025 · Operations

How Huolala’s Process Canvas Powers Scalable Marketing Automation

The article details Huolala’s Process Canvas, a data‑driven, end‑to‑end marketing automation platform that unifies user‑driver lifecycle management, multi‑channel reward distribution, and flexible strategy composition, describing its architecture, core trigger‑condition‑action model, challenges faced, and solutions implemented to ensure scalable, reliable operations.

Strategy Engineevent-drivenmarketing automation

0 likes · 11 min read

How Huolala’s Process Canvas Powers Scalable Marketing Automation

Huolala Tech

Apr 1, 2025 · Frontend Development

How Frontend Teams Can Leverage LLMs for Real‑Time Compliance Checks

This article explains how frontend developers can use large language models to detect and prevent marketing content violations in WeChat mini‑programs, covering pain‑point discovery, LLM‑driven compliance architecture, prompt optimization, model selection, testing methods, and seamless frontend integration with Feishu notifications.

AIIntegrationLLM

0 likes · 10 min read

How Frontend Teams Can Leverage LLMs for Real‑Time Compliance Checks

Huolala Tech

Mar 27, 2025 · Artificial Intelligence

How Large Language Models Boost Huolala’s Customer Service Efficiency

This article explains how Huolala leverages large‑model AI to overcome high‑volume, complex logistics customer inquiries, detailing specific applications such as intent summarization, emotional support, and vehicle recommendation, and showing measurable improvements in coverage, speed, accuracy, and cost.

AI chatbotCustomer service AIlogistics automation

0 likes · 8 min read

How Large Language Models Boost Huolala’s Customer Service Efficiency

Huolala Tech

Mar 25, 2025 · Backend Development

How Huolala Built a Scalable Distributed Load‑Testing Platform with JMeter

This article details Huolala's performance testing platform architecture, covering background challenges, a JMeter‑based solution, distributed agent design, unified logging, plugin management, data collection via Kafka, and future enhancements such as AI integration and improved file distribution, illustrating a comprehensive backend development effort.

Cloud NativeJMeterdistributed load testing

0 likes · 25 min read

How Huolala Built a Scalable Distributed Load‑Testing Platform with JMeter

Huolala Tech

Mar 21, 2025 · Backend Development

How View‑Driven APIs Transform Order Detail Pages and Boost Development Efficiency

This article explains how view‑driven (or BFF) API design replaces bulky data‑centric interfaces with UI‑aligned response models, reducing data redundancy, eliminating logic leakage, and streamlining front‑back collaboration for faster, more reliable product delivery.

API designBFFbackend

0 likes · 25 min read

How View‑Driven APIs Transform Order Detail Pages and Boost Development Efficiency

Huolala Tech

Mar 18, 2025 · Information Security

Mastering MSSQL Attack Chains: Exploit Techniques and Defense Strategies

This article provides a comprehensive analysis of MSSQL attack vectors—including stored procedures, COM components, CLR, sandbox bypass, triggers, proxy jobs, Kerberoasting, and linked servers—detailing prerequisites, exploitation steps with code examples, and practical mitigation recommendations to harden database security.

CLRCOMKerberos

0 likes · 21 min read

Mastering MSSQL Attack Chains: Exploit Techniques and Defense Strategies

Huolala Tech

Mar 4, 2025 · Backend Development

Debugging Rust Memory Leaks in Frontend Services: Tools, Techniques, and Real-World Fixes

This article walks through a real-world investigation of memory leaks in a Rust-based frontend service, detailing common leak scenarios, profiling tools like tokio-console and jemalloc, load testing with k6, and the step-by-step analysis that uncovered regex misuse and cache bugs, ultimately stabilizing memory usage.

K6Regexjemalloc

0 likes · 12 min read

Debugging Rust Memory Leaks in Frontend Services: Tools, Techniques, and Real-World Fixes

Huolala Tech

Feb 27, 2025 · Artificial Intelligence

How Huolala’s Wukong Platform Solves Large‑Model Deployment Challenges

Huolala’s Wukong platform tackles the common “technology hype, implementation difficulty” dilemma of generative AI by unifying multimodal enterprise knowledge, enabling dynamic multi‑agent workflows, and providing low‑code tools, observability, and stable deployment across dozens of business scenarios.

AI WorkflowKnowledge Engineenterprise AI

0 likes · 11 min read

How Huolala’s Wukong Platform Solves Large‑Model Deployment Challenges