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360 Quality & Efficiency
360 Quality & Efficiency
Jan 19, 2024 · Artificial Intelligence

Using Large Language Models to Rapidly Build Simple Frontend and Backend Test Tools

This article explains how to quickly create simple web‑based and backend test tools for internal use by leveraging a large language model to generate annotated HTML, CSS, JavaScript and minimal Flask code, outlining prompt design, tool requirements, and deployment tips to boost testing efficiency.

AI code generationFrontend DevelopmentRapid Prototyping
0 likes · 8 min read
Using Large Language Models to Rapidly Build Simple Frontend and Backend Test Tools
Ctrip Technology
Ctrip Technology
Aug 1, 2018 · Backend Development

Design and Implementation of a Generic Interface Comparison Tool for Complex Message Structures

This article explains the challenges of regression testing for complex API messages in fast‑moving internet projects and introduces a low‑cost, high‑efficiency generic comparison tool that uses business‑logic keys and Agg structures to achieve configurable, reusable, and scalable interface validation.

API testingAgg structureautomation
0 likes · 7 min read
Design and Implementation of a Generic Interface Comparison Tool for Complex Message Structures