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Data Thinking Notes
Data Thinking Notes
Sep 24, 2024 · Artificial Intelligence

Leveraging Large Models to Transform Data Governance: Quality, Cost, Efficiency

This article explains how large language models enhance data governance by improving data quality, reducing implementation costs, and increasing operational efficiency through knowledge bases and interactive prompt libraries, and it also outlines practical empowerment pathways for organizations seeking to leverage AI-driven analytics.

AICost reductionData Governance
0 likes · 3 min read
Leveraging Large Models to Transform Data Governance: Quality, Cost, Efficiency
HomeTech
HomeTech
Aug 23, 2023 · Mobile Development

Comprehensive Performance Optimization Summary for AutoHome App and H5 Frontend

This article presents a detailed summary of the AutoHome client team's performance optimization efforts for both the native mobile app and the H5 web frontend, covering background, specific tool and platform enhancements, metric‑driven improvements, process standardization, and future quality‑boosting initiatives.

Frontend OptimizationUser experienceapp optimization
0 likes · 17 min read
Comprehensive Performance Optimization Summary for AutoHome App and H5 Frontend
Taobao Frontend Technology
Taobao Frontend Technology
Aug 24, 2021 · Frontend Development

Boosting Frontend Code Review Quality: Lessons from Alibaba’s DEF Platform

This article examines the quality challenges of Alibaba's DEF frontend code review system, identifies issues such as short review times, low comment rates, and oversized changes, and proposes practical solutions including staged reviews, better notifications, comment defect tagging, reviewer recommendation, and static analysis integration.

AutomationCode reviewReview Process
0 likes · 16 min read
Boosting Frontend Code Review Quality: Lessons from Alibaba’s DEF Platform
DevOps
DevOps
Jun 19, 2020 · R&D Management

Applying Spotify’s Organizational Model: Lessons from Agile Scaling and Cultural Transformation

Drawing from a company’s attempt to adopt Spotify’s squad‑tribe structure, this article examines the challenges of high outsourcing ratios, legacy system refactoring, resource contention, and the need for genuine agile foundations, while sharing practical steps taken to improve transparency, DevOps, quality, and cultural innovation.

Agile ScalingDevOpsSpotify Model
0 likes · 10 min read
Applying Spotify’s Organizational Model: Lessons from Agile Scaling and Cultural Transformation