product development

DataFunSummit

May 9, 2025 · Artificial Intelligence

Practical Experience Building Zhihu Direct Answer: An AI‑Powered Search Product

This article presents a comprehensive overview of Zhihu Direct Answer, describing its AI‑driven search architecture, RAG framework, query understanding, retrieval, chunking, reranking, generation, evaluation mechanisms, engineering optimizations, and the professional edition, while sharing concrete performance‑boosting practices and future development plans.

AIGenerationRAG

0 likes · 14 min read

Practical Experience Building Zhihu Direct Answer: An AI‑Powered Search Product

Tencent Technical Engineering

Apr 9, 2025 · Artificial Intelligence

Discussion on Model Context Protocol (MCP) and Its Potential Applications

The discussion introduces the Model Context Protocol (MCP) as an open‑source framework that repositions AI from a peripheral add‑on to the central “brain” of software, allowing AI‑first integration with business APIs, reducing rewrites, unifying user interfaces, and promising a rapid open‑source surge that could reshape development, production, and decentralized ecosystems.

AI integrationMCPModel Context Protocol

0 likes · 7 min read

Discussion on Model Context Protocol (MCP) and Its Potential Applications

DevOps

Nov 10, 2024 · Product Management

Product Operations vs. Product Management: Differences, Roles, and Collaboration

This article explains the distinct responsibilities and mindsets of product operations and product management, outlines their daily tasks, career paths, workflow differences, and how the two functions can cooperate to maximize product value and business outcomes.

Career Pathoperationsproduct development

0 likes · 17 min read

Product Operations vs. Product Management: Differences, Roles, and Collaboration

IT Services Circle

Sep 26, 2024 · Product Management

From Simple Tech to Multi‑Million Dollar Projects: The Pieter Levels Entrepreneurial Journey

The article chronicles how Pieter Levels, a digital‑nomad programmer, built a series of high‑earning online services using minimal, decades‑old technologies, illustrating the power of solving real problems, keeping implementations simple, and aggressively promoting products to achieve sustainable entrepreneurial success.

AI Servicesdigital nomadentrepreneurship

0 likes · 7 min read

From Simple Tech to Multi‑Million Dollar Projects: The Pieter Levels Entrepreneurial Journey

Architect

Jul 13, 2024 · Artificial Intelligence

Practical Guide to Building LLM Products: Prompt Engineering, RAG, Evaluation, and Operations

This article provides a comprehensive, step‑by‑step guide for developing large‑language‑model (LLM) applications, covering prompt design techniques, n‑shot and chain‑of‑thought strategies, retrieval‑augmented generation, structured I/O, workflow optimization, evaluation pipelines, operational best practices, and team organization to create reliable, scalable AI products.

AI operationsLLMRAG

0 likes · 54 min read

Practical Guide to Building LLM Products: Prompt Engineering, RAG, Evaluation, and Operations

DevOps

Jul 8, 2024 · R&D Management

Product Power Transformation in the Automotive Industry: Trends, Challenges, and Strategies

The 2024 automotive market, driven by an explosion of models and price competition, forces manufacturers to adopt Integrated Product Development (IPD) and product‑power transformation to enhance user experience, leverage new technologies, cut costs, and evolve business models, as illustrated by case studies from Li Auto, Xiaomi, and Geely.

AutomotiveDigital TransformationIPD

0 likes · 21 min read

Product Power Transformation in the Automotive Industry: Trends, Challenges, and Strategies

DataFunSummit

Jun 11, 2024 · Artificial Intelligence

AI Technology Evolution, Commercial Drivers, and Practical Applications in Iron Spectrum Image Recognition, Smart Clause Libraries, and Fire Detection

This article examines the commercial forces behind AI technology evolution, explores academic research on iron‑spectrum image recognition, and details product‑level deployments such as smart clause libraries and fire‑detection systems, while highlighting challenges, strategic approaches, and future outlooks for AI adoption.

AIComputer VisionResearch

0 likes · 21 min read

AI Technology Evolution, Commercial Drivers, and Practical Applications in Iron Spectrum Image Recognition, Smart Clause Libraries, and Fire Detection

ByteDance Data Platform

May 15, 2024 · R&D Management

How ByteDance Embeds A/B Testing into Every Stage of Product Development

This article explains how ByteDance integrates data‑driven A/B testing throughout its R&D workflow—from feature design and large‑scale refactoring to bug fixes, release safety, SQL optimization, and cultural adoption—demonstrating the ROI and sustainable practices of a data‑centric development culture.

AB testingR&D managementdata-driven

0 likes · 18 min read

How ByteDance Embeds A/B Testing into Every Stage of Product Development

JD Tech

Apr 9, 2024 · Backend Development

Reflections on a Year of Growth, Technology, and Communication at JD Jinli Platform

This article shares a developer's year‑long journey at JD Jinli, covering personal growth, technical innovations such as points‑asset protection, risk mitigation, traffic governance, and communication best practices, while emphasizing how disciplined engineering and collaborative mindset drive business value.

backendproduct developmentrisk management

0 likes · 25 min read

Reflections on a Year of Growth, Technology, and Communication at JD Jinli Platform

Xiaohongshu Tech REDtech

Dec 8, 2023 · Artificial Intelligence

Top 100 Global Software Case Study Summit: AGI Era Innovations

The Top 100 Global Software Case Study Summit in Beijing showcased 100 cutting‑edge case studies on technical, product, and organizational innovation, highlighting AGI‑era breakthroughs such as multimodal AI and AIGC, with insights from leaders like Xiaohongshu’s CTO Feng Di, Tong Dejia, and Xu Xiangkai, and offered free tickets through Small Red Book to help enterprises navigate AI‑driven transformation.

AGIAIConference

0 likes · 6 min read

Top 100 Global Software Case Study Summit: AGI Era Innovations

Architects Research Society

Jul 30, 2023 · Product Management

The Importance of Customer Value Chains in Product Development Strategy

This article explains how visualizing the customer value chain and conducting regular customer interviews can help product teams identify gaps, prioritize feedback, avoid analysis paralysis, and build flexible, data‑driven product development strategies that stay aligned with real user needs.

beta testingcustomer interviewscustomer value chain

0 likes · 10 min read

The Importance of Customer Value Chains in Product Development Strategy

DevOps

May 6, 2023 · R&D Management

When Should a Team Stop Using Scrum?

The article examines the circumstances under which a Scrum team might outgrow the framework, discussing the Stacey matrix, evolution of team maturity, key indicators of diminishing Scrum value, and concluding that teams should abandon Scrum when it no longer serves its risk‑reduction and product‑discovery purpose.

R&D managementScrumagile

0 likes · 6 min read

DevOps

Apr 26, 2023 · R&D Management

Understanding True Innovation: From Misconceptions to User‑Value‑Driven Product Development in the Automotive Industry

The article explains how automotive companies can move beyond superficial hype and pseudo‑innovation by identifying real value contradictions, applying creative problem‑solving, deeply researching user needs, and aligning organization‑wide consensus to deliver products that genuinely satisfy customers.

AutomotiveInnovationR&D management

0 likes · 19 min read

Understanding True Innovation: From Misconceptions to User‑Value‑Driven Product Development in the Automotive Industry

DevOps

Feb 14, 2023 · R&D Management

Why Coaching Only at the Team Level Is Not Enough: Overcoming Managerial Barriers to Scrum Success

The article explains how managerial interference and misguided expectations hinder Scrum teams, outlines common harmful practices such as dictating tasks, enforcing rigid plans, rewarding unsustainable pace, and ignoring organizational obstacles, and offers concrete guidance for leaders to support true Scrum adoption and sustainable team performance.

ScrumTeam Coachingagile

0 likes · 9 min read

Why Coaching Only at the Team Level Is Not Enough: Overcoming Managerial Barriers to Scrum Success

Architecture Digest

Nov 3, 2022 · R&D Management

How OKR Transformed Vivo Internet Platform Product R&D Team: A Case Study

This article details how the Vivo Internet Platform product R&D team introduced the Objectives and Key Results (OKR) framework, the challenges they faced before its adoption, and the six major improvements—including clearer goals, value‑focused challenges, enhanced collaboration, a stronger learning culture, continuous innovation, and higher employee productivity—that resulted from the OKR implementation.

InnovationOKRR&D

0 likes · 20 min read

How OKR Transformed Vivo Internet Platform Product R&D Team: A Case Study

vivo Internet Technology

Nov 2, 2022 · R&D Management

OKR Implementation and Its Impact on Vivo Internet Platform R&D Team

By adopting OKR, Vivo’s Internet Platform R&D team aligned strategic goals, prioritized high‑value initiatives, streamlined collaboration through the HuoLi platform, fostered a robust learning culture, spurred internal innovation, and boosted productivity, creating a virtuous flywheel that positions the team as a self‑organizing, high‑performance benchmark.

OKRR&Dorganizational culture

0 likes · 21 min read

OKR Implementation and Its Impact on Vivo Internet Platform R&D Team

Architects Research Society

Oct 19, 2022 · Product Management

The Classic Engineering Blunder: Ignoring Customer Experience

The article warns software engineers and founders about the common mistake of building technology without first understanding customer needs, illustrating the lesson with Steve Jobs' remarks, the Bridge on the River Kwai analogy, and advice to adopt a customer‑centric, prototype‑driven development mindset.

Lean StartupPrototypecustomer experience

0 likes · 11 min read

The Classic Engineering Blunder: Ignoring Customer Experience

JD Retail Technology

Sep 29, 2022 · Frontend Development

Design Draft Auto‑Recognition and Floor Generation in the Tongtian Tower Platform

This article describes how the Tongtian Tower team built an end‑to‑end design‑draft auto‑recognition system that parses Sketch JSON, converts it into a floor‑building DSL, and enables designers and operators to generate and fine‑tune floor layouts with up to 40% higher efficiency.

JSON parsingUI generationdesign automation

0 likes · 9 min read

Design Draft Auto‑Recognition and Floor Generation in the Tongtian Tower Platform

政采云技术

Sep 15, 2022 · Fundamentals

Guidelines for Chinese Text Layout and Punctuation in Product Development

This article provides practical guidelines for Chinese text layout and punctuation in product development, recommending spacing adjustments, punctuation substitutions, and typographic practices to balance professionalism and visual appeal while addressing cost and time constraints.

Chinese typographyUI Designlayout guidelines

0 likes · 5 min read

Guidelines for Chinese Text Layout and Punctuation in Product Development

Architects Research Society

Jun 21, 2022 · Product Management

Using Customer Value Chains to Inform Product Development Strategy

The article explains how visualizing and analyzing the customer value chain helps product teams build user‑centric solutions, conduct effective customer interviews, integrate feedback through tools like Productboard, run beta tests, synthesize insights on a one‑page document, and maintain flexibility in their development process.

beta testingcustomer interviewscustomer value chain

0 likes · 10 min read

Using Customer Value Chains to Inform Product Development Strategy