knowledge management

DataFunSummit

Jun 2, 2025 · Artificial Intelligence

Enterprise Knowledge Brain Powered by Large Models and Knowledge Graphs

This article explains how the rapid development of large language models and knowledge graph technologies creates new opportunities for enterprise knowledge management, outlines the challenges of massive unstructured data, describes the architecture and core data flow of a corporate knowledge brain, and showcases key technologies and real‑world applications.

AI architectureLarge Modelsdata integration

0 likes · 13 min read

Enterprise Knowledge Brain Powered by Large Models and Knowledge Graphs

DevOps Engineer

May 19, 2025 · R&D Management

The Pitfalls of Unmanaged Wiki Documentation in Enterprises and Lessons from Open Source

The article examines how unrestricted wiki editing in companies leads to duplicated, outdated, and low‑quality documentation, contrasts this with the disciplined PR‑based workflow of open‑source projects like Python, and argues that effective documentation governance depends on clear processes and cultural support rather than just tools.

Processdocumentationknowledge management

0 likes · 5 min read

The Pitfalls of Unmanaged Wiki Documentation in Enterprises and Lessons from Open Source

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

Efficient Ops

Apr 22, 2025 · Operations

How AI Agents Are Transforming IT Operations and Fault Management

This article explores how AI agents powered by large models can predict failures, perform root‑cause analysis, enhance knowledge‑based Q&A, automate change releases, and enable intelligent decision‑making, dramatically improving efficiency and reliability in modern IT operations.

AI OpsAutomationFault Prediction

0 likes · 7 min read

How AI Agents Are Transforming IT Operations and Fault Management

DataFunSummit

Apr 19, 2025 · Artificial Intelligence

Enterprise Knowledge Management and Knowledge Platform Development in the Age of Large AI Models

This article summarizes a recent sharing session led by Wang Chaolun of the China Academy of Information and Communications Technology, covering the department overview, enterprise knowledge management challenges, knowledge platform trends, standardization efforts, and the impact of large AI models on knowledge services.

AILarge ModelsStandards

0 likes · 15 min read

Enterprise Knowledge Management and Knowledge Platform Development in the Age of Large AI Models

Java Captain

Apr 18, 2025 · Backend Development

Career Development and Knowledge Building for Java Backend Engineers

The article shares a Java backend developer’s personal reflections on work methods, building a systematic knowledge base, and early career planning, offering practical advice on attitude, growth mindset, balancing work and life, and navigating the evolving IT industry.

JavaWork Practicesbackend

0 likes · 13 min read

Career Development and Knowledge Building for Java Backend Engineers

Tencent Cloud Developer

Feb 3, 2025 · Artificial Intelligence

DeepSeek's Emergence: Implications for AI, Enterprise Digital Transformation, and Future Software Development

DeepSeek’s debut marks a watershed for China’s AI, offering low‑cost, Chinese‑native reasoning that outperforms foreign models and prompting enterprises to restructure development around demand‑engineering, AI‑assisted low‑code, intelligent data stores, and a shift from “how to code” to “why to code” across a three‑phase transformation roadmap.

AI StrategyDeepSeekDigital Transformation

0 likes · 15 min read

DeepSeek's Emergence: Implications for AI, Enterprise Digital Transformation, and Future Software Development

Model Perspective

Jan 17, 2025 · Fundamentals

Why Proven Models Fail: Mastering Matching Mechanisms and Case‑Based Thinking

This article explores why many learned models and techniques often fall short in real‑world problem solving, emphasizing the importance of precise matching, deep case analysis, avoiding over‑analogy, and continuously updating our mental models.

case-based learningcritical thinkingknowledge management

0 likes · 10 min read

Why Proven Models Fail: Mastering Matching Mechanisms and Case‑Based Thinking

DataFunTalk

Jan 6, 2025 · Artificial Intelligence

Building and Applying NIO's Enterprise Knowledge Platform: Architecture, Challenges, and Future Directions

This article presents a comprehensive overview of NIO's company‑wide knowledge platform, detailing its background, layered architecture, retrieval‑augmented generation workflow, challenges such as accuracy, permission control and high concurrency, and future plans for AI‑assisted understanding, creation, multimodal capabilities, and expanded knowledge types.

AIRAGRetrieval-Augmented Generation

0 likes · 18 min read

Building and Applying NIO's Enterprise Knowledge Platform: Architecture, Challenges, and Future Directions

Tencent Tech

Dec 11, 2024 · Artificial Intelligence

Inside Tencent LeYong AI: Solving Enterprise RAG with Knowledge, Engineering & Algorithms

This article explores how Tencent's LeYong AI assistant leverages Retrieval‑Augmented Generation to empower enterprise knowledge retrieval, detailing three capability dimensions—knowledge management, engineering, and algorithmic—along with eight sub‑areas such as knowledge boundaries, quality, permissions, multimodal handling, long‑context span, and complex reasoning.

AI assistantsRAGenterprise AI

0 likes · 18 min read

Inside Tencent LeYong AI: Solving Enterprise RAG with Knowledge, Engineering & Algorithms

Architect's Guide

Nov 1, 2024 · R&D Management

The Importance of Documentation: Building a Documentation‑First Culture in Startups

This article argues that systematic documentation is a vital productivity booster for startups, explaining why written knowledge should precede meetings, how a documentation‑first culture reduces waste, improves onboarding, and fosters sustainable growth despite its limitations.

Asynchronous CommunicationR&D managementdocumentation

0 likes · 15 min read

The Importance of Documentation: Building a Documentation‑First Culture in Startups

JD Tech Talk

Aug 5, 2024 · Artificial Intelligence

An Introduction to STORM: An LLM‑Powered Knowledge Management System for Automated Research and Writing

This article introduces STORM, a Stanford‑developed large‑language‑model‑based knowledge‑management platform that automates topic research, outline generation, citation‑rich article writing, and iterative refinement through perspective‑guided questioning and simulated conversations, dramatically improving technical investigation efficiency.

AI toolsLLMarticle generation

0 likes · 7 min read

An Introduction to STORM: An LLM‑Powered Knowledge Management System for Automated Research and Writing

macrozheng

Jul 29, 2024 · Fundamentals

Mastering Obsidian: Why This Markdown‑Based Note‑Taking Tool Beats the Rest

This guide explains how programmers can use Obsidian—a powerful, Markdown‑driven knowledge‑base app—to capture, organize, and sync notes locally, customize its appearance, and extend functionality with essential plugins such as Git backup, image auto‑upload, Excalidraw, and mind‑map tools.

MarkdownObsidianknowledge management

0 likes · 10 min read

Mastering Obsidian: Why This Markdown‑Based Note‑Taking Tool Beats the Rest

DevOps

Jul 11, 2024 · R&D Management

How to Write Effective Technical Documentation: Guidelines, Templates, and Maintenance

This article provides a comprehensive guide for developers on why documentation matters, what types of technical documents to create, practical templates and formatting rules, and how to maintain and update documentation over time to ensure lasting value.

R&D processdocumentation templatesknowledge management

0 likes · 9 min read

How to Write Effective Technical Documentation: Guidelines, Templates, and Maintenance

Tencent Cloud Developer

Jul 11, 2024 · Fundamentals

How to Write Effective Technical Documentation: Carriers, Required Docs, Best Practices, Maintenance, and Recommended Reading

Effective technical documentation requires choosing a searchable knowledge‑base for long‑term storage, writing only value‑adding docs such as architecture designs, feature guides, and onboarding material, following standardized templates and clear formatting rules, assigning owners for regular maintenance, and applying best‑practice principles like accuracy, completeness, and the pyramid structure.

developer guidedocumentation best practicesknowledge management

0 likes · 9 min read

How to Write Effective Technical Documentation: Carriers, Required Docs, Best Practices, Maintenance, and Recommended Reading

Model Perspective

Jun 12, 2024 · Fundamentals

Unlocking the DEED Framework: How Mathematical Modeling Shapes Problem Solving

This reflective piece explores the DEED problem‑type framework from the book “Model, the Mathematics of Thinking,” illustrating how classifying problems and applying mathematical thinking can streamline analysis, enhance decision‑making, and reveal the underlying principles of historic strategies.

DEED frameworkknowledge managementmathematical modeling

0 likes · 9 min read

Unlocking the DEED Framework: How Mathematical Modeling Shapes Problem Solving

IT Services Circle

Apr 6, 2024 · R&D Management

The Tale of Zhang Dapeng’s Tech Sharing Initiative and Its Lessons

This narrative recounts how Zhang Dapeng, after self‑studying Docker and Kubernetes, launched a series of technical sharing sessions that initially failed, prompting his manager to impose a strict review process that ultimately led to superficial compliance, a managerial award, and a reflection on three attitudes toward learning.

R&D managementemployee motivationknowledge management

0 likes · 4 min read

The Tale of Zhang Dapeng’s Tech Sharing Initiative and Its Lessons

360 Tech Engineering

Mar 28, 2024 · Artificial Intelligence

Interview with Yin Yuhui on 360 Intelligent Document Cloud: AI‑Driven Knowledge Management and Security

In this interview, 360 Group’s Vice President of Technology Yin Yuhui discusses how the company’s Intelligent Document Cloud leverages large‑model AI to transform enterprise knowledge management, enhance data security, and deliver innovative SaaS and private‑cloud solutions for businesses of all sizes.

AIDocument Clouddata security

0 likes · 15 min read

Interview with Yin Yuhui on 360 Intelligent Document Cloud: AI‑Driven Knowledge Management and Security

Java Captain

Feb 26, 2024 · Blockchain

Distributed Knowledge Organization: Concepts, Advantages, Cases, and Future Outlook

Distributed knowledge organization, a novel knowledge management approach that stores information across multiple independent nodes, offers decentralization, efficient sharing, personalized learning, and continuous updates, with blockchain exemplifying its practice, while also facing challenges such as quality assurance, intellectual property protection, and integration.

Information Systemsblockchaindecentralization

0 likes · 5 min read

Distributed Knowledge Organization: Concepts, Advantages, Cases, and Future Outlook

Java Captain

Jan 31, 2024 · Fundamentals

Career Development and Knowledge Building for Software Engineers

This article shares practical insights on work habits, personal growth, knowledge‑system construction, and early career planning for software developers, emphasizing solid fundamentals, balanced work‑life practices, and the importance of soft skills in a saturated tech market.

Career AdviceSoftware Developmentbackend fundamentals

0 likes · 14 min read

Career Development and Knowledge Building for Software Engineers