Articles Blueprints for recommender system architectures: 10th anniversary edition

Articles Meetings for an effective eng organization. distribute context down the reporting hierarchy communicating culture surfacing concerns Automatic retraining for machine learning models: tips and lessons learned Learning To Rank Diversely During ranking, we start by filling the top-most result with the listing that has the highest booking probability. For subsequent…

Articles Logging practices I follow Is this log really needed? does it rely important information I couldn’t get from the other logs in the same flow? Am I going to log an object that can be huge on production? If so, can I just log a few metrics of that objects…

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Articles Planning in Bets: Risk Mitigation at Scale What are the risks (visibility) What is worth mitigating (optimizing how we spend our time) Who makes what decisions (aligning incentives and accountability) How do you communicate (alignment and awareness) Why Feelings of Guilt May Signal Leadership Potential A person who’s ashamed tends…

Articles What I’ve Learned in 45 Years in the Software Industry Beware of the Curse of Knowledge, When you know something it is almost impossible to imagine what it is like not to know that thing. …

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Articles Windows Subsystem for Linux Cygwin — a POSIX-compatibility layer shipped as a DLL and an API compatibility layer. Applications like curl would get ported to Cygwin, but the initial setup would make it appear as if you opened a bash session with all of your favorite UNIX tools. …

Articles Learn From Google’s Data Engineers: Don’t Optimize Your SQL Firstly, use databases with the best query optimization. Secondly, prioritize spend on brilliant engineers, over savings on cloud compute. Thirdly, understand that the cost of storage is nearly free, and getting even less expensive every day. Work hard / work smart. …