Articles Using Gamma Distribution to Improve Long-Tail Event Predictions Using weights obtained from gamma distribution to better model long-tail data First, we find the best-fit gamma distribution for the delivery duration data. In our case, we found α=4 and β =1 to have the best fit. Next, we set the weight…

Articles Stabilize, Modularize, Modernize: Scaling Slack’s Mobile Codebases Modularization: breaking apart our app target into smaller components to reduce interdependencies, decrease build times, and allow independent development Improve build times Allowing developers to build and test their code on smaller targets Improving the overall structure of our codebase through clearer separation…

Articles Learning By Lurking Learn hidden details of projects by lurking, join channels or mailing lists liberally, and improve documentation. How to run a Digital Platform at Scale for a platform to be able to be manageable at scale, it needs to be opinionated Reduce boilerplate (not every service should be…

Articles Eye tracking reveals where people look during Zoom, Webex participants spent one-third of the time looking at something other than the computer screen Uber’s Emergency Button and The Technologies Behind It

Articles The Semiconductor Ecosystem — Explained

Articles Ship to Production, Darkly: Moving Fast, Staying Safe with ML Deployments ML Change management (dark rollout) Step 0: Pre-production iteration Step 1: Production: Shadow traffic, 1% volume Step 2: Production: Shadow traffic, 100% volume Step 3: Experiment: Incumbent model vs. new model This sums down to: preproduction shadow on live…

Articles The Top 3 Challenges of Remote Work and How to Overcome Them Writing as your main source of communication Make it friendly Be comfortable disagreeing Say it anyway Dealing with social isolation/Maintaining a social life Set up a regular time to meet your coworkers Prioritize your relationships outside of work …

Articles Building a Marketing Engineering Platform using Next.js, Cloudflare, and Contentful

Articles Extracting Value from Business Architecture and IT Architecture