AI BriefingSSG.COM news
The latest AI and developer news from SSG.COM, with short summaries.
Visit website →SSG Overcomes Test Automation Limitations with Common Modules and Scenario-Based Structure
Code duplication was reduced through common modularization and DTO integration, while scenario-based validation was implemented.
Case Study: Automating Python Tests with Generative AI to Handle SSG Membership Restructuring
Combining generative AI and Python to automate API testing for SSG membership restructuring, thereby improving operational efficiency.
An Ideal Structure Doesn't Guarantee Fast Performance
SSG.COM discovered a duplicate query issue in its promotional event API and optimized performance through structural improvements.
How SSG.COM Approaches Accessibility
SSG.COM introduces 5 ways it strengthens digital accessibility through various technologies, from frameworks to AI assistants.
The Will to Fight and Win Against Unfamiliar Typos
SSG.COM introduced a deep learning translation model to address the low coverage of its existing log-based typo correction.
How to trace exposure issues in one go
This is the story of building **YoungWonHee**, an internal debugging tool that ties scattered logs together into a single request flow to quickly find the root cause of exposure issues.
Transformer for Tabular Data? Not a Transforming Robot
TabPFN is a pretrained Transformer that produces fast baselines on small tabular data.
2 PM Deployment, 3 PM Launch, and an Outage
A structure that relied on FlashAttribute stored in the session caused random failures across multiple WAS instances.
Why are event/promotional products always synced late?
SSG.COM used SoAP to change the order of affiliate product syncing, reducing delays for key products.
Module Units: The Smallest Functional Blocks Composing a Page
A module unit is the common minimum unit that makes up a page, making maintenance and planning collaboration easier.
What Used to Happen Has Disappeared
SSG.COM improved both automatic ordering quality and stockout rates together using TFT and Quantile Forecasting.
How Baroquick E-mart Launched Quick Commerce Delivering Fast to Your Doorstep
**Baroquick E-mart** launched quick commerce as an official brand store within 5 months.
SSG.COM's Internal Agent Development Story
They implemented an in-house Agent that finds Confluence documents via natural language, using workflows and CQL.
2025 Misikgwan Renewal Opening
To boost new user acquisition and trendy product appeal, Misikgwan was restructured around toggle navigation, personalization, and community.
Building an Asynchronous Partnership Integration System with Kotlin Coroutines
By replacing Spring Batch synchronous calls with coroutine-based asynchrony, the bottleneck from 15 APIs was reduced.