Showing category results for CSE

Jul 18, 2025
Post likes count1

AI Model Promotion with dstoolkit-mlops-v2

Malcolm Miller Daniel Ferguson
Malcolm,
Daniel

Evaluates various repository structures and designs for maximizing the efficiency of Data Scientists and Software Engineers developing, promoting and deploying AI models on the same project.

CSEISE
Jun 26, 2025
Post likes count3

Fleet Configuration Management

Cameron Taylor
Cameron Taylor

This post explains the challenge of fleet configuration management, the role of an automated fleet configuration management system, and describes key considerations for building such a system.

CSEContainers
Jun 12, 2025
Post likes count6

Dockerizing UV

Jimmy Kurian
Jimmy Kurian

How to Dockerize Python Package Management Tool UV

CSE
May 30, 2025
Post likes count3

Efficient Ground Truth Generation for Search Evaluation

Geisa Faustino Phong Cao
Geisa,
Phong

This article discusses the challenges and methodologies for creating a reliable groundtruth dataset for search evaluation. It highlights the use of TREC Pooling and GPT-4o assisted ranking to overcome the labor-intensive process of manual labeling, ensuring high-quality search evaluations even with limited data.

CSEISE
May 15, 2025
Post likes count1

Cloud infrastructure provisioning: best practices for IaC

Hannes Nel Brent Samodien
Hannes,
Brent

Infrastructure-as-Code (IaC) is a common DevOps practice that enterprises use to provision and deploy IT infrastructure. Enterprises applying IaC and continuous integration/continuous delivery (CI/CD) pipelines can maintain high availability and manage risk for their cloud environments at scale. However, multi-environment challenges, manual process...

CSEISE