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Building High-Quality Software

DZone

nn> MonitoringnnWe (humans) are terrible at imagining all possible permutations of the system with billions and billions of possible states. You may think that you know how the system works. You may think that you know how the system works. In the best case, you know only how the system was designed to work.

Software 245
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MLOps and DevOps: Why Data Makes It Different

O'Reilly

The applications must be integrated to the surrounding business systems so ideas can be tested and validated in the real world in a controlled manner. but to reference concrete tooling used today in order to ground what could otherwise be a somewhat abstract exercise. Software Development Layers. Software Architecture.

DevOps 140
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A Clash of Mindsets: When New Products Depend on Existing Products

Strategic Tech

The system needs to be highly reliable because even just a little downtime can alienate loyal customers. Google Maps started life in 2005 as a desktop application for getting from point A to point B. Since then, Google Maps has become the foundation for many other innovations after being opened up to developers via APIs.