Big Tech Digest #3
2023-06-29: Building Real-time Machine Learning Foundations at Lyft, Intro To JavaScript Service Workers, Writing an Istio WASM Plugin in Go and more!
Hi there 👋! Thanks for reading Big Tech Digest. I encourage you to subscribe, if you haven’t already, to receive new issues directly to your inbox every two weeks.
// 📫 Engineering blogs digest
Recent, selectively picked blog posts from tech companies’ engineering blogs.
[Lyft] Building Real-time Machine Learning Foundations at Lyft describes Lyft’s road to real-time Machine Learning with Streaming by Konstantin Gizdarski
[Paypal] Intro To JavaScript Service Workers by Patricio Vargas
[Spotify] Analyzing Volatile Memory on a Google Kubernetes Engine Node explains in detail how memory analysis works and how a new analysis method can be used on any GKE node in production today by Marcus Hallberg
[Meta] Meta developer tools: Working at scale goes through tools that help developers at every stage of the workflow while working at extreme scale at Meta by Neil Mitchell
[Zendesk] Writing an Istio WASM Plugin in Go for migrating 100s of services to new auth strategy by Shane Hender
[Doordash] How DoorDash Built an Ensemble Learning Model for Time Series Forecasting by Qiyun Pan and Hanyu Yang
[BlaBlaCar] How we used machine learning to fight fraud at BlaBlaCar tells a fascinating story how Machine Learning combats different types of Fraud at BlaBlaCar by Thomas Pocreau
[Linkedin] New Approaches For Detecting AI-Generated Profile Photos by James Verbus
[Etsy] The Problem with Timeseries Data in Machine Learning Feature Systems by Kyle Gallatin and Mackenzie Starr
[Github] How to use GitHub Copilot: Prompts, tips, and use cases is a great tutorial on how to use GitHub Copilot productively by Rizel Scarlett and Michelle Mannering
// ⭐️ Misc
a.k.a. the nerd section 🧑💻!
Concurrency, Bugs and Databases discusses a few real-world scenarios where concurrency causes bugs and their possible solutions by Mohak Puri
PostgreSQL reconsiders its process-based model Postgres is well-known for its process-based architecture, where a new OS process is spun for each connected client. Is it time for a change? by Jonathan Corbet
try lets you run a command and inspect its effects before modifying your live system.
DeepLearning.AI and AWS are jointly launching a new hands-on course Generative AI with large language models on Coursera.
Go 1.21 Release Candidate is there!
Thanks for reading Big Tech Digest!
P.S. Please don’t forget to spread the word if you found this digest interesting!
Delivered bi-weekly to your inbox, this manually-curated newsletter brings you a collection of links to the latest engineering blog posts from Big Tech companies and startups. Aimed at all Software Engineers (backend, frontend, data, DevOps, mobile) and AI/ML folks at any level, Big Tech Digest is focused on engineering problems and their proposed solutions at tech companies that I find particularly interesting. No marketing or non-tech stuff. Subscribe now to join our community and keep learning!