Development Exercise Software Architecture 
The Netflix TechBlog
DECEMBER 3, 2019
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. From Prototype To Production Out of the box, Metaflow provides a first-class local development experience.
O'Reilly Software
FEBRUARY 27, 2018
Watch highlights covering the latest tools and techniques of software architecture. From the O'Reilly Software Architecture Conference in New York 2018. Experts from across the software architecture world came together in New York for the O'Reilly Software Architecture Conference.
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DZone
NOVEMBER 9, 2021
NIST did classic research to show that catching bugs at the beginning of the development process could be more than ten times cheaper than if a bug reaches production. They are rerun(in the best case) and thus defeating the whole purpose of this exercise while spending tons and tons of time/money/energy on this).nn>
The Netflix TechBlog
DECEMBER 3, 2019
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. From Prototype To Production Out of the box, Metaflow provides a first-class local development experience.
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. To make ML applications production-ready from the beginning, developers must adhere to the same set of standards as all other production-grade software.
All Things Distributed
NOVEMBER 15, 2010
These trade-offs have even impacted the way the lowest level building blocks in our computer architectures have been designed. Modern CPUs strongly favor lower latency of operations with clock cycles in the nanoseconds and we have built general purpose software architectures that can exploit these low latencies very well.Â
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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