#cobol Development Tutorials & Tips | Roast Dev

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Predicting Legacy Failures: Training and Hosting ML Models in SageMaker

Introduction Legacy systems are infamous for failing silently—or catastrophically—with no early warning signs. In our eks_cobol pipeline, COBOL batch jobs handle sensitive data transforma...

07.04.2025 0 Read More

Building a Smart Feedback Loop: Real-Time Inference on COBOL Logs

Introduction Modern data pipelines don't stop at processing—they evolve. With our eks_cobol system running legacy COBOL code on Kubernetes and logging structured outputs, we’ve laid the f...

08.04.2025 0 Read More

Legacy, Meet Cloud Native: Lessons from Blending COBOL, K8s, and ML

Introduction When people talk about modernization, they often picture “lift and shift,” total rewrites, or big-bang digital transformation. But reality is messier. In most enterprises, le...

09.04.2025 0 Read More

Predicting Legacy Failures: Training and Hosting ML Models in SageMaker

Building a Smart Feedback Loop: Real-Time Inference on COBOL Logs

Legacy, Meet Cloud Native: Lessons from Blending COBOL, K8s, and ML

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