BestHub
Sign in
Tagged articles

R&D process

14 articles · Page 1 of 1
Tech Architecture Stories
Tech Architecture Stories
Sep 14, 2026 · R&D Management

Six Pivots to Kill 'AI Taste': Materials, Choices, and Responsibility in Agent-Native Writing

The author details six iterations in building DxC, an agent-native WeChat writing system, revealing that 'AI taste' originates not from surface language patterns but from missing real materials, authorial choices, and accountability; the fix requires material-first drafting, structural editing, independent proofreading, and author confirmation.

AI TasteAI writingAgent-Native
0 likes · 17 min read
Six Pivots to Kill 'AI Taste': Materials, Choices, and Responsibility in Agent-Native Writing
Data Bricklaying Diary
Data Bricklaying Diary
Sep 3, 2026 · R&D Management

AI Coding Accelerates, But R&D Process Emerges as New Bottleneck

As AI speeds up code generation, bottlenecks shift from coding to requirements clarity, design validation, verification evidence, and release accountability; the article argues for an AI-native SDLC built on authoritative artifacts, independent evidence, risk-based responsibility gates, and production feedback loops rather than simply adding agents to each phase.

AI-native SDLCR&D processSpec-Driven Development
0 likes · 12 min read
AI Coding Accelerates, But R&D Process Emerges as New Bottleneck
Lisa Notes
Lisa Notes
Aug 6, 2026 · R&D Management

IPD Learning Notes: Key Elements of Technical Reviews in Product Development

This article outlines the IPD product development framework, its six lifecycle phases, and the detailed technical review (TR) checkpoints—from TR1 to TR6 and LDCP—highlighting departmental responsibilities, evaluation criteria, and practical guidance for each review stage.

Decision GateIPDR&D process
0 likes · 18 min read
IPD Learning Notes: Key Elements of Technical Reviews in Product Development
Lisa Notes
Lisa Notes
Jul 5, 2026 · R&D Management

Understanding the Stage‑Gate Process Through IPD: A Study Note

The article explains the Stage‑Gate System (SGS) and its IPD‑based implementation, detailing its core concepts, the distinction between "doing the right project" and "doing the project right", and the four foundational ideas that make the process flexible, reusable, and structured for effective product development.

Cross-functional TeamsIPDProcess Flexibility
0 likes · 8 min read
Understanding the Stage‑Gate Process Through IPD: A Study Note
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 15, 2026 · Artificial Intelligence

How to Build an End‑to‑End Business‑Requirement Expert Agent

This article presents a detailed, end‑to‑end design for an AI‑driven business‑requirement expert Agent that automates the full lifecycle—from intake, clarification, and planning through implementation, testing, code review, acceptance, deployment, and post‑release feedback—while outlining the four‑layer architecture, tool integration, and remaining challenges.

AI AgentLLMR&D process
0 likes · 23 min read
How to Build an End‑to‑End Business‑Requirement Expert Agent
BanTech Think Tank
BanTech Think Tank
May 8, 2026 · Industry Insights

How Minsheng Bank Applies Spec‑Driven Development with CodeAgent for Private‑Domain R&D

The article details Minsheng Bank's exploration of Spec‑Driven Development (SDD) using the CodeAgent tool within a private‑domain Cloud IDE, outlining the challenges of AI‑assisted coding in banking, the multi‑level specification framework, practical outcomes, limitations, and future enhancements.

AI-assisted codingBanking softwareCodeAgent
0 likes · 16 min read
How Minsheng Bank Applies Spec‑Driven Development with CodeAgent for Private‑Domain R&D
Tech Verticals & Horizontals
Tech Verticals & Horizontals
Apr 10, 2026 · R&D Management

Enterprise AI Team Development Guide: Tiered Process to Balance Speed and Quality

This guide introduces a tiered workflow for AI development teams—layered reading, graded intervention, and six ready‑to‑use AGENTS.md templates—mapping project types and demand sizes to lightweight, standard, or strict processes, enabling fast handling of simple tasks while ensuring stability for complex work.

AI developmentCodexOpenSpec
0 likes · 11 min read
Enterprise AI Team Development Guide: Tiered Process to Balance Speed and Quality
Lisa Notes
Lisa Notes
Mar 20, 2026 · R&D Management

A Project‑Centric Diagram of the IPD Integrated Development Process

The article explains Huawei's IPD (Integrated Product Development) workflow from a project perspective—covering concept, planning, development, and release stages—and provides a detailed glossary of IPD‑related terminology used throughout the product lifecycle.

HuaweiIPDIntegrated Product Development
0 likes · 19 min read
A Project‑Centric Diagram of the IPD Integrated Development Process
DeWu Technology
DeWu Technology
Sep 22, 2022 · R&D Management

How DTDD Transformed API Documentation and Testing at DeWu: A Deep Dive

This article analyzes the challenges of fragmented API documentation workflows at DeWu, introduces the Document‑&‑Test‑Driven Development (DTDD) model, and details the architectural and procedural improvements—including data asset consolidation, multi‑level classification, mock services, and automated testing—that boosted documentation utilization and reduced development friction.

API ManagementMockR&D process
0 likes · 15 min read
How DTDD Transformed API Documentation and Testing at DeWu: A Deep Dive
FunTester
FunTester
Oct 28, 2021 · R&D Management

How to Run Efficient Review Meetings and Eliminate Wasteful Sessions

This guide explains why review meetings are essential for improving product quality, outlines the various types of reviews such as work‑plan, design, code, and management reviews, and provides practical steps and key factors to prepare, conduct, and close review meetings effectively.

R&D processmeeting efficiencyproject management
0 likes · 7 min read
How to Run Efficient Review Meetings and Eliminate Wasteful Sessions
JD Retail Technology
JD Retail Technology
Apr 27, 2020 · R&D Management

How to Build a Sustainable Post‑Mortem Culture for Tech Projects

This guide outlines a complete post‑mortem (retrospective) framework—from defining types and preparing meetings to conducting effective sessions and tracking outcomes—helping teams continuously improve project execution and embed a learning‑focused culture across the organization.

R&D processcontinuous improvementpostmortem
0 likes · 9 min read
How to Build a Sustainable Post‑Mortem Culture for Tech Projects
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Apr 17, 2020 · R&D Management

Key Considerations for Technical Leadership, R&D Process, and Technology Selection in Startups

The article shares practical insights on the role of a technical leader, outlines a streamlined R&D workflow and team responsibilities for fast‑moving startups, and discusses technology selection, architecture components, and management practices to help early‑stage companies build effective engineering teams.

R&D processstartupteam management
0 likes · 6 min read
Key Considerations for Technical Leadership, R&D Process, and Technology Selection in Startups
Taobao Flash Sale Design
Taobao Flash Sale Design
Jul 5, 2019 · R&D Management

How Designers Can Turn Everyday Ideas into Patents: A 4‑Step Guide

The article explains what patents are, outlines the three types in China, describes their value for designers, and provides a practical four‑step workflow—discovering an innovation, evaluating its novelty, drafting the patent application, and filing—to help designers transform routine design problems into protectable inventions.

Intellectual PropertyR&D processdesign innovation
0 likes · 10 min read
How Designers Can Turn Everyday Ideas into Patents: A 4‑Step Guide