Lyft Engineering
Lyft's engineering blog, strongest on ride sharing marketplace problems: travel time estimation, pickups, experimentation beyond simple A/B tests, metric governance and streaming data with Apache Flink. The data science posts are unusually rigorous about causal inference in two sided markets. Lyft also created and open sourced the Envoy proxy.
Guide
System Design
Lyft
Ongoing
Advanced
Free
Lyft's engineering blog, strongest on ride sharing marketplace problems: travel time estimation, pickups, experimentation beyond simple A/B tests, metric governance and streaming data with Apache Flink. The data science posts are unusually rigorous about causal inference in two sided markets. Lyft also created and open sourced the Envoy proxy.
Ready to start?
Opens on Lyft in a new tab.
Stuck on something specific?
Writing only gets you so far. If you want an answer to your situation rather than the general case, book a session and we will work through it together. Sessions are free for approved Sefism members, and a few slots open each week.
Follow along
New writing, resources and project ideas land here first.