
Real-World Agentic AI: Case Studies from the Field
Hype vs Reality. We analyze three real-world deployments of Agentic AI in Logistics, Healthcare, and Retail, breaking down the architecture and the business results.
6 articles

Hype vs Reality. We analyze three real-world deployments of Agentic AI in Logistics, Healthcare, and Retail, breaking down the architecture and the business results.

From code to cloud. A deep dive into a professional-grade GitLab pipeline for a React/Node.js application, including build, test, and container deployment.

Model management at scale. Explore how a data science team uses GitLab CI/CD to build, test, and deploy a Python microservice with GPU support and automated model versioning.

Modernizing the old. A step-by-step case study of taking a manual, high-risk PHP/MySQL application and transforming it into a fully automated containerized pipeline.

Mission critical. Analyze the multi-layered security and compliance pipeline of a national bank, featuring air-gapped runners and mandatory manual approvals.

Master the massive. Explore the orchestration of a 100-service monorepo using Parent/Child pipelines, dynamic generation, and advanced caching to keep a large team synchronized.