Automation Platform

Airbnb Technology Team

Dec 12, 2024 · Artificial Intelligence

Airbnb Automation Platform v2: Enabling LLM‑Driven Conversational AI

Airbnb’s Automation Platform v2 replaces the rigid, workflow‑driven architecture of v1 with an LLM‑centric design that orchestrates context gathering, chain‑of‑thought reasoning, tool execution, and guardrails, enabling more natural, scalable, and safe conversational AI while preserving the reliability of traditional workflows.

AI architectureAirbnbAutomation Platform

0 likes · 11 min read

Airbnb Automation Platform v2: Enabling LLM‑Driven Conversational AI

Qunar Tech Salon

Sep 7, 2022 · Frontend Development

TARS UI Automation System: Metrics, Challenges, and Automated Case Recording Solutions

The article presents the TARS UI automation platform, analyzes its core performance indicators and the problems uncovered, and details a comprehensive redesign that introduces automatic case recording, tag generation, data mocking, smart assertions, and an upgraded cloud‑based testing infrastructure to improve coverage, accuracy, and efficiency for mobile app releases.

Automation PlatformCase RecordingTARS

0 likes · 18 min read

TARS UI Automation System: Metrics, Challenges, and Automated Case Recording Solutions

Airbnb Technology Team

Feb 15, 2022 · Artificial Intelligence

Airbnb Automation Platform: Architecture and Modules for Conversational AI

Airbnb’s enterprise‑grade Automation Platform unifies conversational‑AI products through a Markov Decision Process‑based workflow system, featuring an Event Orchestrator, Workflow Engine, Action Store, and drag‑and‑drop Flow Builder, enabling rapid, scalable development of chatbots and assistants without deep engineering.

AI integrationAirbnbAutomation Platform

0 likes · 12 min read

Airbnb Automation Platform: Architecture and Modules for Conversational AI

Xianyu Technology

Apr 2, 2021 · Mobile Development

Xianyu Mobile Performance Testing Automation Platform Solution

Xianyu built an automated mobile performance testing platform that standardizes and integrates testing into the release pipeline, replacing manual steps with three‑stage automated tasks, adding data collection, retry verification, and reporting, cutting manpower from a day to under an hour while boosting data accuracy and stability, with plans to further embed testing into CI.

Automation PlatformContinuous IntegrationTesting Automation

0 likes · 8 min read

Xianyu Mobile Performance Testing Automation Platform Solution

Ctrip Technology

May 21, 2020 · Operations

Ctrip's Platform-Based API Automated Testing Solution

The article presents Ctrip's platform-driven API automated testing solution, detailing the challenges of traditional script-based testing, the proposed lightweight online test authoring and execution system, its key implementation features, technical architecture using Vue, Java, and MongoDB, and the resulting efficiency gains for development teams.

API testingAutomation PlatformCI/CD

0 likes · 9 min read

Ctrip's Platform-Based API Automated Testing Solution