automation | BestHub

iQIYI Technical Product Team

Mar 13, 2025 · Operations

Automated Load Testing and Circuit Breaker Process for System Stability

To prevent performance degradation as systems scale, the team implemented an automated load‑testing and circuit‑breaker workflow that runs in the release pipeline, compares real‑time metrics against a baseline of CPU, QPS, memory and latency, blocks releases exceeding a 10 % drop, and logs issues, resulting in thousands of tests, dozens of bugs fixed, and up to 90 % faster wordlist creation.

automationcircuit breakerdevops

0 likes · 6 min read

Automated Load Testing and Circuit Breaker Process for System Stability

DaTaobao Tech

Dec 4, 2024 · Artificial Intelligence

LLM‑Powered Live Stream Analysis and Automation for E‑commerce

Taobao’s self‑operated live‑stream team built an end‑to‑end pipeline that downloads benchmark videos, transcribes audio, and uses GPT‑4o prompts to automatically summarize sales highlights, visual cues, and comments, delivering actionable insights that match manual notes, free operators for core tasks, and enable features like coupon pushes and intelligent product recommendations.

LLMPrompt Engineeringautomation

0 likes · 15 min read

LLM‑Powered Live Stream Analysis and Automation for E‑commerce

DeWu Technology

Sep 18, 2024 · Operations

Automated Resource Balancing Scheduling in Redis Management Platform

Gotu’s Redis management platform now runs an unattended 5 AM scheduler that automatically selects and migrates nodes based on priority rules, verifies master‑slave synchronization, and rebalances host memory to stay below safe thresholds, improving utilization, reducing DBA effort, and supporting future auto‑deployment and recovery.

MigrationRedisResource Balancing

0 likes · 12 min read

Automated Resource Balancing Scheduling in Redis Management Platform

Bilibili Tech

Aug 16, 2024 · Operations

Design and Implementation of Bilibili's Emergency Response Center for Incident Management

Bilibili’s Emergency Response Center (ERC) unifies incident detection, rapid response, precise scoping, and coordinated recovery through multi‑dimensional alerts, automated collaboration, standardized updates, and post‑mortem analysis, targeting 1‑minute detection, 3‑minute response, 5‑minute scoping, and 10‑minute recovery, which has cut MTTR, achieved over 80% automatic recall accuracy, and met more than 60% of its 1‑3‑5‑10 performance goals.

MTTRSREautomation

0 likes · 22 min read

Design and Implementation of Bilibili's Emergency Response Center for Incident Management

Bilibili Tech

Dec 5, 2023 · Frontend Development

Jinkela Pipeline: A Front‑End DevOps Glue Tool for Simplifying Release Processes

Jinkela Pipeline is an experimental front‑end DevOps glue tool integrated into the Dejavu platform that unifies and automates release workflows—handling environment variables, mono‑repo structures, parallel GitLab jobs, and plugin extensions—to reduce manual steps, inconsistencies, and anxiety for developers while enabling low‑code pipeline composition and future ChatOps integration.

MonorepoPipelineautomation

0 likes · 26 min read

Jinkela Pipeline: A Front‑End DevOps Glue Tool for Simplifying Release Processes

Ant R&D Efficiency

Jun 12, 2023 · Cloud Native

Platform Engineering: Challenges and Best Practices in Large-Scale Implementation

Platform engineering at scale requires unified self‑service abstractions, domain‑specific languages like KCL, divide‑and‑conquer monorepo structures, robust modeling and automation, and a collaborative culture, as demonstrated by Ant Group’s KusionStack implementation that supports thousands of projects with a sub‑one‑to‑nine platform‑to‑developer ratio.

GitOpsKCLKonfig

0 likes · 20 min read

Platform Engineering: Challenges and Best Practices in Large-Scale Implementation

Bilibili Tech

Feb 17, 2023 · Backend Development

Design and Implementation of the Comet Workflow Engine at Bilibili

The article details Bilibili’s Comet workflow engine—a low‑code, plugin‑extensible platform built since 2019 that uses visual DAG templates, graph‑based legality checks, and asynchronous execution to automate diverse business processes such as SRE automation, permission requests, and push‑task approvals, improving operational efficiency across mobile and web services.

DAGGoSRE

0 likes · 18 min read

Design and Implementation of the Comet Workflow Engine at Bilibili

DeWu Technology

Apr 27, 2022 · Mobile Development

Automated Event Tracking Validation Platform with teslaLab for Mobile Apps

The article presents an end‑to‑end automated validation platform—combining teslaLab, Android and iOS SDKs, mock‑recording, scheduling and reporting—to reliably verify e‑commerce mobile app event tracking, address data‑source instability, streamline bug detection, and outline future cloud‑device integration.

SDKautomationcontinuous integration

0 likes · 19 min read

Automated Event Tracking Validation Platform with teslaLab for Mobile Apps

Tencent Cloud Developer

Sep 1, 2020 · Frontend Development

Frontend Performance Analysis with Chrome DevTools: Lighthouse, Performance Panel, and Automation

The article explains how to diagnose and improve frontend performance using Chrome DevTools—particularly Lighthouse for synthetic audits and the Performance panel for runtime profiling—while covering key metrics, automation via the Chrome DevTools Protocol, and the distinction between synthetic monitoring and real‑user monitoring.

Chrome DevToolsautomationfrontend

0 likes · 12 min read

Frontend Performance Analysis with Chrome DevTools: Lighthouse, Performance Panel, and Automation

Xianyu Technology

Jul 20, 2018 · R&D Management

Linking Code Commits with Work Items Using Git Hooks and CLI Tools

The article describes a low‑cost solution that uses Git hooks and a custom CLI tool to automatically embed work‑item IDs from branch names or interactive selection into commit messages, enabling seamless traceability between code commits and requirements or defects and simplifying automated testing and team collaboration.

CLIHooksautomation

0 likes · 13 min read

Linking Code Commits with Work Items Using Git Hooks and CLI Tools