The Role of Data Pipelines in AI Production Systems

How to Design Reliable Data Pipelines

Why Data Quality Determines AI Application Success Across Different Problem Domains

The article argues that while AI technology has advanced significantly, the development of effective AI agents remains uneven across differe

Why Most Enterprise AI Projects Never Get Past the Pilot Stage

What AI Readiness Means and Why APIs Are Essential for AI Implementation

The article explains what AI readiness truly means for organizations, debunking the myth that AI software works out-of-the-box. It emphasize

Reflections on AI's Role in Software Engineering and the Race for AGI

The author reflects on their 1.5-year journey of learning and working with AI, emphasizing its growing role in software engineering. They di

Bringing MLflow and Data Pipelines Closer Together