O'Reilly

FEBRUARY 2, 2020

Source code is relatively less important compared to typical applications; the training data is what determines how the model behaves, and the training process is all about tweaking parameters in the application so that it delivers correct results most of the time. Second, the behavior of AI systems changes over time.

Software Architecture 69

Software Architecture Monitoring Software Engineering Code 69

Strategic Tech

FEBRUARY 19, 2020

I’ve been disappointed for a long time with the way in which companies organise software development teams. I remember as a young, naive software developer, I assumed there would be structured processes and patterns similar to those used for designing a software architecture. A clear warning sign.

Architecture 64

Architecture Strategy Design Software Architecture 64

O'Reilly

NOVEMBER 12, 2019

More than a fifth of the respondents work in the software industry—skewing results toward the concerns of software companies, and helping explain the preponderance of those with software engineering roles. As noted earlier, the majority of survey respondents are software engineers. Concluding thoughts.

Serverless 87

Serverless Architecture FinTech Infrastructure 87

The Netflix TechBlog

JULY 12, 2019

By Drew Koszewnik This is the story about how the Content Setup Engineering team used Hollow, a Netflix OSS technology, to re-architect and simplify an essential component in our content pipeline?—?delivering delivering a large amount of business value in the process. Improved debuggability and visibility into liveness processing.

Cache 183

Cache Architecture Latency Engineering 183

Abhishek Tiwari

JULY 20, 2019

Specialisation could be around products, business process, or technologies. One way to create a Spotify model inspired engineering organisation is to organise long-lived squads by retail business process hubs - i.e. specialisation around business process. Let's take an example of retail as a domain of interest.

Engineering 61

Engineering Retail Airlines Healthcare 61

Strategic Tech

JANUARY 22, 2024

To demonstrate this process, we will build a canvas for the following fictitious example (inspired by real examples from our consulting work): A large logistics company wants to expand into new verticals and integrate its offerings into an emerging open marketplace. They need a more loosely coupled architecture and empowered teams.

Architecture 98

Architecture Metrics Logistics Strategy 98

Strategic Tech

AUGUST 26, 2018

It’s the process you use to make the design decisions that matters. These are totally valid choices by the way, if you are working in this domain and you have these contexts, I’m not saying they’re wrong. Please read on for clarification.

Design 40

Design Software Architecture Architecture Software 40

O'Reilly

MAY 19, 2020

. • More than one-third have adopted site reliability engineering (SRE); slightly less have developed production AI services. Software engineers represent the largest cohort, comprising almost 20% of all respondents (see Figure 1 ). For this audience, SRE’s future is brighter than AI’s, however. Respondent Demographics.

Cloud 141

Cloud Serverless AWS DevOps 141

Strategic Tech

DECEMBER 12, 2019

In the real world we can be vague about our business rules and processes. 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. Hope to see you there.

Healthcare 10

Healthcare Software Architecture Database Software 10