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AoAD2 Practice: Evolutionary System Architecture

James Shore

Visit the Second Edition home page for information about the open development process, additional excerpts, and more. To share your thoughts, join the AoAD2 open review mailing list. Evolutionary System Architecture. What about your system architecture? When you do, you get evolutionary system architecture.

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Foundation Model for Personalized Recommendation

Netflix Tech

By Ko-Jen Hsiao , Yesu Feng and Sudarshan Lamkhede Motivation Netflixs personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including Continue Watching and Todays Top Picks for You. Refer to our recent overview for more details).

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AI agents loom large as organizations pursue generative AI value

CIO

Yet as organizations figure out how generative AI fits into their plans, IT leaders would do well to pay close attention to one emerging category: multiagent systems. All aboard the multiagent train It might help to think of multiagent systems as conductors operating a train. Such systems are already highly automated.

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Bliki: ConwaysLaw

Martin Fowler

Important enough to affect every system I've come across, and powerful enough that you're doomed to defeat if you try to fight it. Any organization that designs a system (defined broadly) will produce a design whose structure is a copy of the organization's communication structure. -- Melvin Conway.

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Diagramming System Architecture in 5 Simple Steps

Tandem

As part of our final project handoff to Tandem clients, we provide a diagram of the product’s architecture — a visual depiction of the various systems, platforms, and tools that work together to support a software product. Here’s how we create system architecture diagrams. Software products are often complex.

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Mastering sustainability challenges in the water domain with smart meter synergy

CIO

This story is about three water utilities that worked together, like the fictional Fremen of the desert-planet Arakkis, to build a synergistic system to manage water usage across their entire water sector sustainably and much more efficiently. It is also meter-independent and supports integration with external systems and data providers.

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A major tech tune-up at Camping World gives customers a smooth ride

CIO

Patnaik inherited a strong business model, dedicated team, and faithful customers, but due to a history of acquisitions, the systems architecture needed an overhaul. So she and her team developed a novel systems integration approach to improve near-term employee and customer experiences while building their future architecture.