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Latest Engineering Articles

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Lyft logoLyft
71 min read
Machine Learning•2025-10-07

My Starter Project on the Lyft Rider Data Science Team

This post describes a Lyft data scientist's starter project using the Rider Experience Score (RES) tool to estimate long-term causal effects of rider experiences on retention without relying on A/B tests.

causal-inference
data-science
rideshare
machine-learning
artifical-intellegence
Dropbox logoDropbox
51 min read
Machine Learning•2025-10-02

A practical blueprint for evaluating conversational AI at scale

This post outlines Dropbox's systematic evaluation framework for conversational AI, developed while building Dropbox Dash.

models
AI
Machine Learning
Dash
Testing
Go logoGo
112 min read
Backend•2025-09-26

Flight Recorder in Go 1.25

Go 1.25 introduces flight recording, a diagnostic tool that captures execution traces of the moments leading up to a detected problem in long-running services.

Airbnb logoAirbnb
81 min read
Architecture•2025-09-24

Building a Next-Generation Key-Value Store at Airbnb

Airbnb shares how they completely rearchitected Mussel, their internal key-value store for derived data, migrating from v1 to a NewSQL-based v2 running in production for over a year.

engineering
migration
infrastructure
storage
sql
Airbnb logoAirbnb
81 min read
Architecture•2025-09-17

Viaduct, Five Years On: Modernizing the Data-Oriented Service Mesh

Airbnb's Viaduct data-oriented service mesh celebrates five years with an open-source release and a major architectural overhaul called "Viaduct Modern".

data
graphql
engineering
open-source
api
Airbnb logoAirbnb
131 min read
Architecture•2025-09-16

Taming Service-Oriented Architecture Using A Data-Oriented Service Mesh

Airbnb introduces Viaduct, a data-oriented service mesh built on GraphQL that addresses the complexity of large-scale microservices dependency graphs.

java
microservices
infrastructure
graphql
Go logoGo
92 min read
Culture•2025-09-16

It's survey time! How has Go has been working out for you?

The Go Team announces the 2025 Go Developer Survey, open through September 30th.

GitHub logoGitHub
54 min read
Security•2025-09-15

Post-quantum security for SSH access on GitHub

GitHub is adding a post-quantum secure SSH key exchange algorithm to protect Git data access against future quantum computing threats.

Lyft logoLyft
21 min read
Mobile•2025-09-09

Migrating Lyft’s Android Codebase to Kotlin

Lyft completed a 7-year migration of its Android codebase from Java to Kotlin across Rider, Driver, and Urban Solutions apps.

android
kotlin
programming
lyft
Slack logoSlack
81 min read
Security•2025-09-04

Building Slack’s Anomaly Event Response

This post introduces Slack's Anomaly Event Response (AER), a proactive security system that automatically terminates user sessions upon detecting suspicious behavior.

Uncategorized
incident-response
security
Dropbox logoDropbox
41 min read
DevOps•2025-08-27

Hack Week 2025: How these engineers liquid-cooled a GPU server

Dropbox engineers built a custom liquid cooling system for GPU servers during Hack Week 2025, winning the Learn Fast award for accelerating innovation in infrastructure.

Culture
AI
Developers
Infrastructure
Lyft logoLyft
101 min read
Culture•2025-08-14

Intern Experience at Lyft

Two Lyft Data Scientists share their intern-to-full-time journeys, highlighting impactful data science projects in EV adoption and driver loyalty.

lyft
machine-learning
internships
causal-inference