O'Reilly

FEBRUARY 2, 2020

On one hand, ops groups are in a good position to do this; they’re already heavily invested in testing, monitoring, version control, reproducibility, and automation. First, the behavior of an AI application depends on a model , which is built from source code and training data. This changes what we mean by “monitoring.”

Software Architecture 70

Software Architecture Monitoring Software Engineering Architecture 70

O'Reilly

MAY 19, 2020

Live online training, videos, books, certification prep, and more, from O’Reilly and our partner publishers. More than one-third have adopted site reliability engineering (SRE); slightly less have developed production AI services. For this audience, SRE’s future is brighter than AI’s, however. Respondent Demographics.

Cloud 141

Cloud Serverless AWS Architecture 141

O'Reilly

OCTOBER 19, 2021

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 140

DevOps Software Engineering Infrastructure Open Source 140