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MLOps and DevOps: Why Data Makes It Different

O'Reilly

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. Software Architecture. This approach is not novel.

DevOps 138
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Forming an Architecture Modernization Enabling Team (AMET)

Strategic Tech

This article was co-authored with Eduardo da Silva (also published on his blog ). Architecture modernization initiatives are strategic efforts involving many teams, usually for many months or years. As mentioned in our previous article, we recommend a name that reflects the team’s purpose and area of responsibility.

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From Domains to Value Streams

Strategic Tech

The 2010s were a turning-point in the history of software engineering. or “How do software architecture, domains, Conway’s Law, Team Topologies, and value streams all fit together?”. In this article I’ve been referring to what Emily Peterson refers to as Development Value Streams.

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Organise your engineering teams around the work by reteaming

Abhishek Tiwari

Don't be trapped by dogma A lot has been said and written about why something worked for Spotify may not apply to your organisation, and the purpose of this article is not to go in those discussions but to highlight practical issues with these models. Is it possible to draw inspiration from outside of software engineering?

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The ‘Chocolate Sauce’ Design Heuristic

Strategic Tech

The ‘Chocolate Sauce’ Design Heuristic was originally published in Nick Tune’s Tech Strategy Blog on Medium, where people are continuing the conversation by highlighting and responding to this story.

Design 40
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Uncovering Hidden Business Rules with DDD Aggregates

Strategic Tech

The healthcare example used in this article is based on a discussion I recently had with Kacper Gunia based on the needs of a real client. If you’d like to go through the whole process of modelling domains, shaping the software architecture, and finding aggregates, join my 2 day workshop at DDD EU in February 2020.