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iQIYI Technical Product Team
iQIYI Technical Product Team
Nov 6, 2025 · Artificial Intelligence

How to Quantify AI Programming Efficiency: A Traceable, Measurable System

This article describes the challenges of AI‑assisted coding, outlines why AI dialogue traceability and contribution quantification are essential, and presents a VSCode‑based plugin plus a cloud service that together record, aggregate, and analyze AI interactions to turn AI programming into a measurable, team‑wide productivity metric.

AI programmingVSCode plugincode metrics
0 likes · 8 min read
How to Quantify AI Programming Efficiency: A Traceable, Measurable System
转转QA
转转QA
Nov 22, 2024 · R&D Management

Design and Evolution of Zhuanzhuan's R&D Measurement Platform

This article details the purpose, technical evolution, data governance, data modeling, warehouse layering, SQL‑based metric definition, and interactive design of Zhuanzhuan's measurement platform, illustrating how systematic data collection and visualization improve R&D efficiency, accuracy, and decision‑making.

BIR&D metricsefficiency measurement
0 likes · 30 min read
Design and Evolution of Zhuanzhuan's R&D Measurement Platform
Efficient Ops
Efficient Ops
Jul 28, 2022 · Operations

How Zhongyuan Bank Achieved Industry-Leading DevOps Efficiency with a Unified Measurement Model

On July 28, 2022, China Academy of Information and Communications Technology announced that Zhongyuan Bank's R&D Efficiency Insight Platform passed the DevOps General Efficiency Measurement Model assessment at the industry promotion level, highlighting the bank's leading DevOps practices, detailed interview insights, and future development plans.

Banking TechnologyCloud NativeDevOps
0 likes · 12 min read
How Zhongyuan Bank Achieved Industry-Leading DevOps Efficiency with a Unified Measurement Model
Efficient Ops
Efficient Ops
Jan 4, 2022 · Operations

How China’s Leading Enterprises Are Shaping the New DevOps Efficiency Measurement Standard

The article explains how a collaborative effort by CAICT and more than 30 leading tech and financial companies created the most comprehensive DevOps efficiency measurement model, detailing its components, evaluation results, and upcoming assessment enrollment for enterprises seeking to boost software development performance.

DevOpsDigital TransformationOperations
0 likes · 6 min read
How China’s Leading Enterprises Are Shaping the New DevOps Efficiency Measurement Standard
Efficient Ops
Efficient Ops
Dec 27, 2021 · Operations

How Ping An Bank’s Starlink Platform Earned Industry‑Leading DevOps Efficiency Rating

Ping An Bank’s Starlink DevOps platform was awarded the "industry promotion level" in the first batch evaluation of the China Academy of Information and Communications’ DevOps General Efficiency Measurement Model, highlighting its leading domestic performance and the bank’s commitment to digital governance and fine‑grained R&D efficiency management.

DevOpsDigital GovernanceOperations
0 likes · 12 min read
How Ping An Bank’s Starlink Platform Earned Industry‑Leading DevOps Efficiency Rating