Weekend Reading #42

Weekend Reading: A weekly roundup of interesting Software Architecture and Programming articles from tech companies. Find fresh ideas and insights every weekend.

Real-Time Spatial Temporal Forecasting

How Lyft uses real-time “spatial-temporal forecasting” to predict the supply and demand for rides at given time intervals

From Manual Fixes to Automatic Upgrades - Building the Codemod Platform at Lyft

Lyft has developed the Codemod platform to automate code base upgrades across all services.

Introducing AutoPatchBench: A Benchmark for AI-Powered Security Fixes

Meta introduced AutoPatchBench, a benchmark for evaluating artificial intelligence systems that automatically fix vulnerabilities

Behind the Scenes: Building a Robust Ads Event Processing Pipeline

Netflix's Scalable ad event processing pipeline for real-time ad serving data, providing accurate tracking and optimization.