MAY 3, 2026
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Airbnb Engineering Blog

17 articles on EngBrief

Airbnb Engineering shares how the team builds and scales the world's largest hospitality marketplace. Articles cover frontend architecture, design systems, data science and experimentation, search ranking, machine learning for pricing and recommendations, and the platform infrastructure serving millions of hosts and guests.

FrontendDesign SystemsData ScienceSearch & Ranking
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Latest Articles

Airbnb4d ago

Skipper: Building Airbnb’s embedded workflow engine

Airbnb engineers built Skipper, a lightweight, embedded workflow engine to solve durable execution. It allows teams to write business logic without infrastructure concerns, resulting in a durable, multi-step process expressed as a single workflow class with side effects isolated behind actions. This design enables developers to write readable, maintainable code while promoting the reuse of domain logic, reducing the cost of solving durable execution across the organization.

FrontendData Science
14 min
Airbnb11d ago

Building a fault-tolerant metrics storage system at Airbnb

How we built a storage system that ingests 50 million samples per second and stores 2.5 petabytes of logical time series data.By: Rishabh KumarModern...

FrontendData Science
10 min
Airbnb18d ago

Privacy-first connections: Empowering social experiences at Airbnb

Discover how Airbnb prioritizes user privacy while building a more connected community, empowering guests to engage socially, connect confidently, and maintain...

FrontendData Science
8 min
Airbnb25d ago

Building a high-volume metrics pipeline with OpenTelemetry and vmagent

A production-tested approach for moving a large-scale metrics pipeline from StatsD to OpenTelemetry and Prometheus.By: Eugene Ma, Natasha AleksandrovaWhen...

FrontendData Science
10 min
AirbnbApr 2, 2026

My Journey to Airbnb — Jonathan Woodard

Jonathan Woodard knows defense. After playing professional football as a defensive end for six years, Jonathan knew he wanted a career where he could always...

FrontendData Science
8 min
AirbnbMar 24, 2026

What COVID did to our forecasting models (and what we built to handle the next shock)

How Airbnb built forecasting models resilient enough to survive a global pandemic and whatever shock comes next.By: Harrison KatzThe week everything brokeIn...

FrontendData Science
14 min
AirbnbMar 17, 2026

From vendors to vanguard: Airbnb’s hard-won lessons in observability ownership

How a complex, large-scale migration to an in-house observability platform led to superior tooling, consistent data, and a fundamental reset of the developer...

FrontendData Science
12 min
AirbnbMar 12, 2026

Recommending Travel Destinations to Help Users Explore

How we built a destination recommendation model that helps users spark inspiration and narrow down choices to make journeys smoother.By: Weiwei Guo, Bin Xu,...

FrontendData Science
6 min
AirbnbMar 4, 2026

It Wasn’t a Culture Problem: Upleveling Alert Development at Airbnb

How we changed our Observability as Code alert review process and cut development cycles from weeks to minutes.Observability as Code (OaC) — defining alerts,...

FrontendData Science
9 min
AirbnbFeb 24, 2026

Academic Publications & Airbnb Tech: 2025 Year in Review

2025 was a big year for research at Airbnb, as we made significant progress toward our mission to use AI, data science, and machine learning to become the best...

FrontendData Science
12 min
AirbnbFeb 18, 2026

Safeguarding Dynamic Configuration Changes at Scale

How Airbnb ships dynamic config changes safely and reliablyBy Cosmo Qiu, Bo Teng, Siyuan Zhou, Ankur Soni, Willis HarveyDynamic configuration is a core...

FrontendData Science
9 min
AirbnbFeb 11, 2026

My Journey to Airbnb — Anna Sulkina

Anna Sulkina has always been a traveler, and we’re lucky her travels have brought her to Airbnb. Anna is a Senior Director of Engineering, and she’s...

FrontendData Science
9 min
AirbnbJan 28, 2026

My Journey to Airbnb: Peter Coles

Public school to PhDThe story of Airbnb’s Head Economist for Policy and Director of Data Science involves geology, co-teaching with a Nobel Prize winner, and...

FrontendData Science
9 min
AirbnbJan 12, 2026

Pay As a Local

How Airbnb rolled out 20+ locally relevant payment methods worldwide in just 14 monthsBy: Gerum Haile, Bo Shi, Yujia Liu, Yanwei Bai, Bo Yuan, Rory MacQueen,...

FrontendData Science
13 min
AirbnbOct 30, 2025

GraphQL Data Mocking at Scale with LLMs and @generateMock

How Airbnb combines GraphQL infra, product context, and LLMs to generate and maintain convincing, type-safe mock data using a new...

FrontendData Science
13 min
AirbnbOct 9, 2025

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

How Airbnb hardened Mussel, our key-value store, with smarter traffic controls to stay fast and reliable during traffic spikes.By Shravan Gaonkar, Casey Getz,...

FrontendData Science
11 min
AirbnbSep 24, 2025

Building a Next-Generation Key-Value Store at Airbnb

How we completely rearchitected Mussel, our storage engine for derived data, and lessons learned from the migration from Mussel V1 to V2.By Shravan Gaonkar,...

FrontendData Science
10 min