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Latest Engineering Articles

Explore real-world engineering experiences from top tech companies.

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Airbnb logoAirbnb
51 min read
DevOps•2025-10-09

From Static Rate Limiting to Adaptive Traffic Management in Airbnb’s Key-Value Store

Airbnb evolved Mussel, its multi-tenant key-value store, from simple QPS rate limiting to an adaptive traffic management system to maximize goodput during traffic spikes.

engineering
cloud-storage
key-value-store
cloud-services
infrastructure
Slack logoSlack
11 min read
DevOps•2025-10-07

Deploy Safety: Reducing customer impact from change

Slack's Deploy Safety Program reduced customer impact hours by 90% over 18 months by overhauling deployment practices and safety culture.

Uncategorized
automation
ci-cd
deployment
engineering
incident-response
infrastructure
observability
Lyft logoLyft
01 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
21 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
012 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
51 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
31 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
71 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
22 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
14 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
01 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
61 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