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Articles Onboarding peer executives. How to share your mental framework Defining your roles in respect to one another Investing in time working together on an ongoing basis Rewrite, refactor, or reinvent? The conventional wisdom around rewriting software is that you should generally avoid it Once you’ve learned enough that there’s a…

Articles Unlocking Real-time Predictions with Shopify’s Machine Learning Platform Serving Layer Type No Code Uses MLServer’s pre-built inference serving implementations. Only requires configuration changes in MLServer json files. For this serving layer type, you have a model and all you need is to deploy it behind an end point such as…

Articles Reverse Engineering A Mysterious UDP Stream in My Hotel Culture Viruses 1.Lack of accountability Be insistent that people show business value from their work for as long as humanly possible. If it ever becomes totally impractical, keep it as the default expectation and be reasonable in interpreting aberrations. …

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Articles Mind the generation gap: analysis reveals job satisfaction lifecycle Research has uncovered a generational gap in job satisfaction. While Gen Z and millennial workers reported higher job satisfaction, they’re more likely to be looking for a new role. …

Articles The Secret Sauce of Tik-Tok’s Recommendations They crafted a collisionless embedding table while further optimizing it by adding expirable embeddings and frequency filtering to reduce its memory consumption, making it efficient and suitable for deployment to users; They provided a production-ready online training architecture with high fault-tolerance They experimentally proved…

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Articles Blueprints for recommender system architectures: 10th anniversary edition