Tagged articles

Data development

10 articles · Page 1 of 1

Sep 23, 2026 · Big Data

From Vibe Coding to Controlled Delivery: Dataphin's Plan Mode for AI-Assisted Data Development

This article explores how Dataphin applies Spec-Driven Development (SDD) through a Plan mode to address the unreliability of vibe coding in production data development, detailing SDD principles, industry tool comparisons, and a structured workflow for requirement understanding, intent clarification, solution planning, task decomposition, and verified execution.

AI-assisted developmentData developmentDataphin

0 likes · 23 min read

From Vibe Coding to Controlled Delivery: Dataphin's Plan Mode for AI-Assisted Data Development

dbaplus Community

Jun 23, 2026 · Big Data

How AI‑Powered Skills Cut 70% of Repetitive Data Development Work

A real‑world incident where an ADS table stopped updating triggered a three‑second root‑cause discovery and a three‑hour data‑warehouse rebuild using a Claude‑based Skill that eliminated about 70% of the manual, repetitive steps traditionally required in data development, testing, deployment, and operations.

AI automationClaudeData Quality

0 likes · 12 min read

How AI‑Powered Skills Cut 70% of Repetitive Data Development Work

Big Data Technology & Architecture

Jun 10, 2026 · Industry Insights

AI and Data Trends in Early 2026: Key Insights and Interview Takeaways

The article analyzes how AI coding has moved from assistance to partial automation, outlines production‑ready AI capabilities for data development, discusses rapidly advancing areas like cross‑table understanding and agent auto‑debugging, and examines the resulting blurring of job roles and the heightened importance of AI skills in interviews.

AI TrendsAI codingAgent auto‑debugging

0 likes · 7 min read

AI and Data Trends in Early 2026: Key Insights and Interview Takeaways

DataFunTalk

Apr 21, 2026 · Industry Insights

How a Chinese Bank Used AI Large Models to Revolutionize Data Development

Facing siloed, tool‑fragmented, and low‑quality data pipelines, China Everbright Bank built an AI‑driven, end‑to‑end data integration platform that unifies heterogeneous databases, automates workflow checkpoints, and adds intelligent code quality checks, delivering faster, higher‑quality data services for the financial sector.

AIData IntegrationData development

0 likes · 8 min read

How a Chinese Bank Used AI Large Models to Revolutionize Data Development

Alibaba Cloud Developer

Sep 29, 2025 · Artificial Intelligence

How AI‑Powered Agents Can Supercharge Data Development Productivity

This article describes how a data‑engineering team built a suite of AI agents to automate requirement assessment, model review, code review, style enforcement, and problem diagnosis, turning tedious, error‑prone manual processes into fast, reliable, and scalable workflows that boost overall development efficiency.

AIAgentData development

0 likes · 25 min read

How AI‑Powered Agents Can Supercharge Data Development Productivity

Big Data Technology & Architecture

Feb 4, 2025 · Artificial Intelligence

How Large Language Models Are Transforming Data Development and Developer Roles

The article discusses how large language model tools such as Cursor, DeepSeek, and Doubao are increasingly assisting code writing, SQL translation, job‑failure analysis, and documentation in data‑development workflows, while also reshaping job requirements and creating new opportunities for skilled developers.

AIData developmentSQL automation

0 likes · 5 min read

How Large Language Models Are Transforming Data Development and Developer Roles

Baidu Geek Talk

Sep 9, 2024 · Big Data

TDS Platform Overview: Architecture, Modules, and Features of Baidu MEG's Turing 3.0 Data Ecosystem

The TDS platform, central to Baidu MEG’s Turing 3.0 ecosystem, unifies data development, warehouse management, monitoring, and resource control through Spark‑based TDE, a visual studio, and AI‑enhanced tools like Smart Diagnosis and Text2SQL, enabling standardized workflows, scalable scheduling, and handling over 30 k daily tasks.

AIData developmentSQL

0 likes · 21 min read

TDS Platform Overview: Architecture, Modules, and Features of Baidu MEG's Turing 3.0 Data Ecosystem

政采云技术

Jan 24, 2024 · Big Data

A Business Analyst’s End‑to‑End Journey Using a Data Middle Platform: From Issue Identification to Data‑Driven Solutions

The article walks through a detailed, real‑world scenario where a business analyst leverages a data middle platform—covering metric analysis, exploratory queries, data development, visualization, and productization—to diagnose a 30% sales decline and implement data‑driven remediation, illustrating core concepts such as OneData and OneService.

AnalyticsData developmentdata governance

0 likes · 12 min read

A Business Analyst’s End‑to‑End Journey Using a Data Middle Platform: From Issue Identification to Data‑Driven Solutions

Meituan Technology Team

Dec 29, 2022 · Frontend Development

Meituan Technical Salon 2022: Overview of Six Online Sessions

The 2022 Meituan Technical Salon recap details six online sessions—testing, algorithm strategies, data development, foundational technology, system development, and frontend development—listing each talk’s title, speaker, date, and offering video and PPT links, serving as a comprehensive learning resource on Meituan’s engineering practices.

AlgorithmsData developmentMeituan

0 likes · 4 min read

Meituan Technical Salon 2022: Overview of Six Online Sessions

DataFunTalk

Mar 3, 2022 · Big Data

Youzan Data Platform and DP Data Development Platform: Architecture, Core Modules, and Scheduling System Upgrade

This article presents an in‑depth overview of Youzan's data platform, introduces the DP data development platform with its key features and workflow, details the core module architecture—including service, scheduling, and component layers—and explains the migration from Airflow to DolphinScheduler to improve performance, stability, and scalability.

Data developmentDolphinSchedulerbig data

0 likes · 14 min read

Youzan Data Platform and DP Data Development Platform: Architecture, Core Modules, and Scheduling System Upgrade