External communication platform of the Mafengwo Technology team, regularly sharing articles on advanced tech practices, tech exchange events, and recruitment.
This article explains the motivation behind building ITest, a unified API testing platform, details its architecture, key features such as Swagger import, parameterization, assertions, signing, and CI/CD integration, and summarizes the benefits it brings to development and testing teams.
This article details Mafengwo's practical experience using Kafka within its big‑data platform, covering application scenarios, evolution through version upgrades, resource isolation, security and monitoring enhancements, and future plans for data duplication handling and consumer throttling.
This article details the design and implementation of ADMonitor, a high‑availability, low‑latency advertising monitoring platform built on OpenResty, covering its architecture, data collection, processing, archiving, and performance outcomes.
This article details the step‑by‑step evolution of Mafengwo's Kubernetes network—from early Flannel VXLAN setups, through a VPN‑server bridge for external access, to a MAC‑VLAN CNI solution—highlighting design principles, challenges, and recent optimization plans for large‑scale Java micro‑services.
This article explains how a travel e‑commerce platform rebuilt its instant‑messaging service with Go, separating business logic, introducing a dual‑layer distributed architecture, and optimizing performance and reliability to handle massive concurrent connections and improve overall GMV.
This article explains why the team prefers Apache NiFi over Flink or Storm for data‑flow handling in information‑stream recommendation systems, outlines NiFi’s core components, features, cluster setup, custom processor development, and real‑world use cases such as HDFS, Elasticsearch, and RocketMQ integrations.
The author, a former PHP engineer at Mafengwo, chronicles a two‑day crash‑course in Java and Spring Boot, detailing the adoption of Lombok, Druid, Maven, and various annotations while navigating pitfalls such as bean scopes, database connections, and data format mismatches before successfully launching the new service.
This article details the design and implementation of MaFengWo's marketing platform for the Double‑11 travel promotion, covering its modular architecture, data layer, flexible development model, reliability mechanisms, and future roadmap to support high‑traffic, secure, and maintainable marketing activities.
This article explains how MaFengWo’s recommendation system combines recall, ranking, and rerank stages, details the evolution of its sorting algorithm platform, and shows how data verification and model‑explainability techniques like SHAP and LIME improve online performance and accelerate model iteration.
This article details the design, architecture, and implementation of a mobile instant‑messaging system for a travel platform, covering data channel design, message subscription, UI rendering, deduplication, local push, reconnection strategies, and the planned migration to WebSocket.
