Data engineering in 10 years and The 7 habits of data effective companies. Listen to what Lars Albertsson is on Masto & Bluesky 🇺🇦🇸🇪🌻 has to say about this! 👍 oredev.org/line-up/lars-a…

I remember when I was enthusiastic about giving companies additional data about my preferences, since I expected them to use it to serve my interests. Nowadays I regularly open links in incognito windows.

Lars Albertsson is on Masto & Bluesky 🇺🇦🇸🇪🌻 Your automated tests are your contract.

Bobbothy Tabbot Speed is what matters on the bottom line. Communication is a means to speed, not a goal. Teams can and should move at a pace where the meaning of a single field is an implementation detail that they can rush past without fear.

Bobbothy Tabbot I don't believe methods that ask teams to do extra things and/or slow down will be long-term successful. RUP is one example. Agile, Lean, XP, DevOps, DataOps, trunk-based are all philosophies focused on cutting away unnecessary waste to make teams move faster. They will prevail.

Is there an AWS IAM structure best practice? How to organise users/groups/roles/policies to scale beyond a few teams? AFAIK, every tactic leads to the great wall of static limits. Is there anyone out there with better IAM fu?

Simple method for evaluating a method: The method prescribes .. doing more things. - Unlikely to improve your work. doing things in another order. - Might improve your work. doing less things. - Will probably improve your work.

I am not a fan of any MLops workflow tooling (Kubeflow, MLflow, etc) and I don't think I ever will be. I think you will be way happier if you just treat your productionized data sciencey code mostly like a normal software service and learn good general purpose tooling.

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Jag vill läsa uppföljaren till Ta fast Fabian, om Kungskobran Konrad som tar sig ända hem till Borneo.

Halloween costume day at school. Teenager borrows white shirt and tie. Very handsome. - I'm dressed up as a stressed out office worker.

We are visualising high-dimensional data for a client. I'm pleased how easy it is to build complex plots and data applications with Bokeh Visualization Library and Streamlit in combination. We have been through a number of other alternatives, and this clearly works better than the others we tried.

So it happened. It also seems that the mastodon instance I was hanging on is shutting down. Recommendations for another instance, anyone? I'd ideally like one with a code of conduct, targeting Scandinavians, and focused on tech, environment, or fighting fascism.

So, Adam Kawa, I happened to bump into Timbuktu this morning. I had to ask whether you had been able to cash in your bet with Martin Lorentzon: slideshare.net/Hadoop_Summit/… Not yet, I learnt. But he said that he would be happy to have fika with Poland's #1 fan when you are in town!