How Data Engineering Can Actually Bring Your Cloud Bill Under Control

April 30, 2026 1

Cloud platforms have made it easier than ever for organizations to scale data processing, analytics, and AI initiatives. But with that flexibility comes a challenge: costs can quickly spiral out of control. Many companies find themselves paying for unused resources, inefficient pipelines, and poorly optimized workloads.

Spike Testing vs Performance and Load Testing

April 22, 2026 0

If you ask two software testers, you will get three different definitions for each software testing term. This article discusses the spike testing activity and how this type of testing relates to and differs from performance and load testing.

Manual Testing as the Human-in-the-Loop Control Layer for AI

April 16, 2026 3

Some engineering work is easy to describe precisely: Write a PDF parser or implement IMAP correctly. Write a compiler against a defined language spec. The work may still be hard, but the target is clear enough that a machine can keep trying, checking, and improving.

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