Development Exercise Software Architecture Software Engineering 
The Netflix TechBlog
DECEMBER 3, 2019
mainly because of mundane reasons related to software engineering. The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. Metaflow removes this cognitive overhead.
O'Reilly
OCTOBER 19, 2021
As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. In effect, the engineer designs and builds the world wherein the software operates. This approach is not novel.
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The Netflix TechBlog
DECEMBER 3, 2019
mainly because of mundane reasons related to software engineering. The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. Metaflow removes this cognitive overhead.
Strategic Tech
FEBRUARY 16, 2022
Sometimes, this can be achieved with relatively minimal disruption, like when the products are highly distinct and can be developed fully in-parallel. Since then, Google Maps has become the foundation for many other innovations after being opened up to developers via APIs. This is often not the case, however.
Strategic Tech
DECEMBER 12, 2019
Defining Aggregate Boundaries Deciding that specific business operations should succeed or fail together sounds like a simple requirements gathering exercise. In the software system, we need to decide the business transaction boundaries aka DDD Aggregates. The developers decide that a single 10 minute Slot is their Aggregate boundary.
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