The TL;DR from my session on AI and EngOps at AIDevWorld
Oct 28, 2020 1:51:51 PM
This morning I had the opportunity to chat with software engineers and data scientists at the AI Dev World Conference on a topic I just happen to be v...
This morning I had the opportunity to chat with software engineers and data scientists at the AI Dev World Conference on a topic I just happen to be very passio...
We use data science — machine learning, natural language processing, etc. in Pinpoint to correlate data from all the tools used to build software to unlock acti...
Data science is fundamental to Pinpoint’s application. But, like most startups, we are still in the process of building out our data science architecture; how w...
One of the most gratifying (and often frustrating) features of life in a software startup is the “everyone owns everything” philosophy. Borne of necessity as mu...
For engineering, the ability to accurately estimate how long an issue will take is crucial to properly setting expectations and delivering products on time. The...
At Pinpoint, we offer customers two types of data models for insights across our platform that leverage data science and machine learning. Our team commonly us...
One of our engineering goals this year at Pinpoint is to improve the entire team’s knowledge about the different methodologies and tools available for us to use...
I’m a creative, visually-oriented person, which is why I’m studying statistics with a focus on data visualization. When I saw an opportunity through the Univers...
In software engineering, “risk” can mean a lot of things. When it comes to code risk, we mean the likelihood that any particular commit is going to add to your ...
Software engineering has more data about the way it works than probably any other organization. We’ve spent the last couple of decades automating nearly every p...
We’ve discussed the value of looking at your software development process as a pipeline—doing so allows us to borrow methodology from manufacturing to measure t...
Just a few days ago, we wrote about four reasons to link your code commits to their originating issue. The idea is that remembering to link your code commits—ba...
Data: the stuff that anchors our decision-making in some kind of empirical reality, instead of pure instinct or gut feel.
Technical debt is one of those broad engineering matters that everyone agrees should be addressed, but which contains so many flavors and interpretations that i...
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