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Artificial Intelligence

5 posts

AI is changing the way we build SaaS

AI is changing the way we build SaaS

And it's here to stay. Let's for a moment go down memory lane. Before "software ate the world", before software platforms took over? How would people access services? Either via word of mouth or a phone book, you would call and get someone to

The rise of nanoservices

The rise of nanoservices

While microservices are motivated by domain driven design, which defines bounded business domains and ultimately manifests itself via loosely coupled services that can be independently updated, nanoservices are a response to the needs of machine learning engineering teams to manage an increasing number of models that act as a single

Unified Architecture Design for AI & ML In Digital Products

As someone that has been working in this field for about 12 years, it's very odd to see how the term machine learning has fallen out of fashion for the flashier AI. Though AI has always been quite popular, I do remember a distinctive period before the emergence

Evaluating engineering productivity in the age of AI

There is so much noise about the emergence of coding leveraging the latest AI advancements. I do think that a lot of it is very reactionary, some are quite sober takes. I've always been skeptical about hype because I'm a firm believer of the precautionary principle

Enterprise Generative AI can't scale without strong semantic layers

Generative AI has taken the world by storm. It's everywhere. I'm currently flat hunting and you can actually search potential ads with natural language. As expected, new and promising technologies get this overinflated attention (though not always unwarranted) which leads to them being applied to anything