Ovalleaf
The Ovalleaf Weekly

Issues tagged infrastructure

3 issues on this topic.

Issue 011

Designing Data Pipelines That Won't Break at 2 AM

Real-time ETL pipelines sound great until you are debugging why 500k records disappeared. We share the principles that make data pipelines reliable, observable, and survivable.

engineeringdatainfrastructure
3 min read
Issue 010

MLOps for the Impatient—Getting Models to Production Without Losing Your Mind

ML workflows are chaos. We share the minimal MLOps stack that actually works—experiment tracking, automated retraining, model versioning, and monitoring in 48 lines of Python.

engineeringmlopsmachine-learning
2 min read
Issue 009

Multi-Cloud Architecture—Patterns, Pitfalls, and When to Go All-In

The multi-cloud dream sounds great until you are debugging a network issue that spans three continents. We share patterns from enterprises running production systems across AWS, Azure, and GCP.

engineeringcloudinfrastructure
5 min read