Home
CategoriesResearch Agents
Category

Research Agents

Deep research, literature review, and data synthesis agents

AI Practical Weekly Report Skill

Li WeiJun 5

AI Automation Survey

Li WeiJun 4

Browser Agents Explained: How Replit Agent Drives a Web Browser Autonomously

# Browser Agents Explained: How Replit Agent Drives a Web Browser Autonomously Replit Agent is the first publicly available LLM‑powered autonomous browser agent that ships with a full‑stack developme...

Alex ChenMay 29

Cody for Portfolio Management: AI-Driven Investing Deep Dive

# Cody for Portfolio Management: AI-Driven Investing Deep Dive ## Overview of Cody Cody is presented as an AI agent designed to assist with portfolio management tasks. Despite the marketing language...

James ThorntonMay 27

How RunbookHermes Uses Sentiment Analysis to Predict Market Moves

# How RunbookHermes Uses Sentiment Analysis to Predict Market Moves ## What It Does and Who It’s For RunbookHermes is described as an AI agent that applies sentiment analysis to textual data in order...

Alex ChenMay 26

The Complete Guide to Building AI Agents with LlamaIndex

# The Complete Guide to Building AI Agents with LlamaIndex ## 1. What LlamaIndex Agents Are and Who Should Use Them LlamaIndex is a data‑framework that connects large language models (LLMs) to exter...

National Security ArchiveMay 24

How to Build Your First AI Agent with Semantic Kernel in 18 Minutes

# How to Build Your First AI Agent with Semantic Kernel in 18 Minutes ## What Semantic Kernel Is and Who Should Use It Semantic Kernel (SK) is an open‑source SDK that lets developers orchestrate larg...

Mei-Lin ZhangMay 23

Machine Learning Prelude – Fundamental Mathematics

Li WeiMay 18

Tool Use Mastery: How Codeium Leverages 13 APIs Seamlessly

# Tool Use Mastery: How Codeium Leverages 13 APIs Seamlessly ## Overview Codeium is an AI-powered coding assistant that provides code completions, chat-based assistance, and agent‑style tool use acro...

Mei-Lin ZhangMay 18

Grok: The Open-Source Agent That Rivals Commercial Tools

# Grok: The Open-Source Agent That Rivals Commercial Tools ## Introduction Artificial intelligence agents have moved beyond simple chatbots. Modern agents combine large language models (LLMs) with t...

Mei-Lin ZhangMay 15

Tool Use Mastery: How Midjourney Leverages 25 APIs Seamlessly

# Tool Use Mastery: How Midjourney Leverages 25 APIs Seamlessly In the fast‑evolving landscape of generative AI, the ability to **orchestrate multiple tools**—APIs, models, and services—has become th...

Diego HerreraMay 15

GitHub Copilot vs Human Traders: Who Wins in Volatile Markets?

# GitHub Copilot vs Human Traders: Who Wins in Volatile Markets? > **The rise of AI-assisted development tools has blurred the line between human intuition and machine-generated code — nowhere more s...

James ThorntonMay 14

Multi-Agent Systems: How 15 Agents Collaborate on Complex Tasks

# Multi-Agent Systems: How 15 Agents Collaborate on Complex Tasks > **The era of single-agent AI is giving way to orchestrated teams of autonomous agents.** When you scale from one AI agent to fiftee...

Sarah KimMay 12

How RunbookHermes Autonomously Debugs Complex Production Issues

# How RunbookHermes Autonomously Debugs Complex Production Issues **The modern production environment is a labyrinth of microservices, distributed systems, and cascading failures.** When something br...

Mei-Lin ZhangMay 12

Inspiration Bot Phase 1

Li WeiMay 10

How Cursor Turns Market Data into Trading Signals in Real Time

# How Cursor Turns Market Data into Trading Signals in Real Time In the fast-paced world of financial markets, the ability to convert raw data into actionable trading signals in real time can mean th...

Priya PatelMay 9

The Complete Guide to Building AI Agents with CrewAI

# The Complete Guide to Building AI Agents with LangGraph In the ever-evolving landscape of technology, few things capture the imagination like interactive, autonomous systems. Recently, the resurgen...

Alex ChenMay 9

MybatisPlus

Li WeiApr 26

SpringBoot

Li WeiApr 26

Mybatis

Li WeiApr 26

SpringMVC

Li WeiApr 26

Spring

Li WeiApr 26

Multi-Agent Systems Explained: How Teams of AI Agents Collaborate

The single-agent paradigm is hitting a ceiling. When you ask one LLM to plan, research, write, review, and debug simultaneously, you're fighting against context window limits, role confusion, and the ...

Mei-Lin ZhangApr 21

How AI Agents Are Accelerating Scientific Discovery

Something fundamental shifted in 2023. AI systems stopped being passive tools that researchers queried and started becoming autonomous agents that propose experiments, interpret results, and iterate o...

Alex ChenApr 6

Deep Research with Claude: How to Use AI for Comprehensive Market Analysis

Most articles about AI and market research promise you'll "revolutionize" your workflow overnight. That's not what this is. After spending eighteen months building research pipelines with Claude, GPT-...

Sarah KimApr 5

Building a Research Agent with LangGraph: From Question to Report

A research agent that takes a natural language question, decomposes it into sub-queries, searches the web and academic databases in parallel, synthesizes findings, and produces a structured report wit...

Emma LiuApr 1

8. Deep Learning

Li WeiMar 22

The State of AI Agents in 2026: A Comprehensive Industry Report

**By DriftSeas | Industry Report**...

Alex ChenMar 21

AI Agent Memory Systems: How Agents Remember, Learn, and Improve

# Agent Memory Systems: A Technical Deep Dive Beyond the Context Window The context window is not memory. It's a whiteboard that gets erased every conversation. Yet most agent frameworks treat it as...

Oliver SchmidtMar 18

RAG Agents for Knowledge Workers: Building Your Second Brain with AI

Retrieval-Augmented Generation (RAG) has emerged as the dominant pattern for building AI agents that can reason over private or domain-specific knowledge. While the concept seems straightforward—retri...

Marcus RiveraMar 17

Interview Experience Compilation Skill

Li WeiMar 14

7. Machine Learning

Li WeiMar 12

4. Function Calling & MCP

Li WeiFeb 22

The Best AI Research Agents for Academic Literature Review in 2026

The promise of AI-assisted literature review sounds straightforward: point an agent at a research question, get back a synthesized, citation-backed answer. The reality is considerably messier. After s...

Diego HerreraFeb 19

Common Symbol Table

Li WeiFeb 7

【SOP】 R&D Process

Li WeiFeb 3

Live Broadcast Duration Statistics Design Plan

Li WeiJan 25

Computer Networks

Li WeiJan 24

3. Retrieval-Augmented Generation RAG

Li WeiJan 17

【SOP】Meeting Minutes

Li WeiJan 16

MySQL

Li WeiJan 16

JDBC

Li WeiJan 16

JavaSE

Li WeiJan 10

Service Protection

Li WeiDec 27

Service Gateway

Li WeiDec 27

Service Invocation

Li WeiDec 27

Service Splitting

Li WeiDec 27

High-Concurrency Ranking System Design and Implementation

Li WeiDec 26

AI Large Model Introduction

Li WeiDec 24

Redis

Li WeiDec 2

Guava RateLimiter Warm-up Mode Principle Analysis

Li WeiDec 2

IDEA Quick Start

Li WeiDec 1

Aviator Quick Overview

Li WeiDec 1

Diagnosing frequent FullGC caused by AviatorEvaluator class loading leak

Li WeiOct 23

MQ Pitfall Avoidance Guide

Li WeiSep 11

If-else Optimization: Dynamic Bean Loading

Li WeiSep 9

BufferTrigger Simple Introduction

Li WeiSep 5

【SOP】Checklist

Li WeiAug 25

The Execution Process of an RPC Call

Li WeiAug 22

【SOP】 Technical Solution

Li WeiAug 22

@Builder and Constructor Cause Jackson Deserialization Failure

Li WeiAug 22

If-else Optimization of Bean Autowiring

Li WeiAug 17

System Monitoring Indicator Observation Standards

Li WeiAug 10

Detailed Explanation of the PostConstruct Annotation

Li WeiAug 5

Token Bucket Implementation in Guava

Li WeiAug 5

Thread Pool Configuration Best Practices

Li WeiAug 3

Design and Implementation of Secure and Elegant RPC Calls

Li WeiJul 18

ThreadLocal 与 InheritableThreadLocal 技术详解

Li WeiJul 18

TransmittableThreadLocal (TTL) 深度解析

Li WeiJul 18

Development Guidelines

Li WeiApr 25
Steer Clear of “The Power of Insensitivity”

Steer Clear of “The Power of Insensitivity”

I consider myself a fairly tolerant reader, but there are very few books that leave me utterly speechless—so much so that I almost laugh out loud. Junichi Watanabe’s The Power of I...

Estela YoungFeb 24

Netty

Li WeiDec 22

Rule Engine Drools

Li WeiDec 11

Distributed Transaction

Li WeiDec 4

Design Patterns

Li WeiNov 3
Thats How Business Works

Thats How Business Works

About the Book and the Author Douban rating 6.8 I have no idea why the rating is so low on Douban; it just doesn’t make sense to me. Author Bio First Financial magazine This book c...

Estela YoungOct 29

MongoDB

Li WeiOct 17

How to Read a Book

This method is not suitable for novels; it is intended for nonfiction books. 1 Start with the author Who wrote this book? Before you dive in, take a look at the author’s biography....

Estela YoungAug 4
Chizuko Ueno’s Candid Talk: Solving Problems the Feminist Way

Chizuko Ueno’s Candid Talk: Solving Problems the Feminist Way

About the Book and the Author Author Bio Chizuko Ueno, sociologist and Professor Emeritus at the University of Tokyo. Chairperson of the Japanese nonprofit Women’s Action Network (...

Estela YoungJul 28
Criminal Defense Private Academy

Criminal Defense Private Academy

About This Book and Its Author About the Author Zhu Mingyong, Director of Beijing Jingmen Law Firm. He currently serves as Co‑Director of the Criminal Defense Research Center at Ch...

Estela YoungApr 28
Kindle Beginner’s Guide

Kindle Beginner’s Guide

Since many books aren’t available on WeChat Reading, I decided to use a Kindle + e‑books to solve the problem myself. I’ve enabled “instant noodles cover” (泡面盖) and am studying it ...

Estela YoungFeb 11
Old Stories from the South of the City

Old Stories from the South of the City

1 本书与作者 The film adaptation of the novel, which gave us the famous meme “You’re here to take a dump, right?” originates from this movie, and the novel contains the same scene. 作者介绍...

Estela YoungOct 7
The Silent Worker

The Silent Worker

1 本书与作者 豆瓣评分8.0 作者介绍 Wei Ming‑yi, a psychological counselor with over ten years of experience, participated in the post‑earthquake psychological reconstruction after Taiwan’s 9.21 ...

Estela YoungAug 24
The Product Philosophy Behind WeChat

The Product Philosophy Behind WeChat

1 This Book and Its Author Zhang Xiaolong Graduated in 1994 from the Department of Telecommunications, Huazhong University of Science and Technology, with a master’s degree. In 199...

Estela YoungJul 24
Take One Step Forward

Take One Step Forward

1 本书与作者 Director of the Office of the Treasury Secretary, Clinton Administration Vice President of Global Online Sales and Operations, Google 2008‑2022 Chief Operating Officer of M...

Estela YoungJun 12
Top Book Picks of 2022

Top Book Picks of 2022

My reflections on 2022: reading brings joy and fulfillment. So at the end of March 2023 I finally cleared my schedule to整理 (organize) the books I read in 2022 and share my personal...

Estela YoungMar 28
Are There Too Many Chinese?

Are There Too Many Chinese?

1 This Book and Its Authors Author Biographies Liang Jianzhang , Chairman of Ctrip (now Trip.com Group). Graduated from the inaugural class of Fudan University’s “Youth Class” (und...

Estela YoungMar 2
Six Classic Experiments in Social Psychology

Six Classic Experiments in Social Psychology

0 What Social Psychology Studies Social psychology is the scientific study of the forces of the situations around us, especially focusing on how we perceive others and how we influ...

Estela YoungJan 13
Criminal Law Lecture Notes

Criminal Law Lecture Notes

If You Want to Get Rich Overnight… Every modern worker harbors a “get rich quick” dream Someone says The method for getting rich overnight is already written in the criminal code S...

Estela YoungDec 4
Hard Road Ahead: Five Pivotal Choices in China’s Socialist Path

Hard Road Ahead: Five Pivotal Choices in China’s Socialist Path

1 This Book and Its Author Douban rating 9.5​ Author introduction (excerpt from the flyleaf) Xiao Donglian, born in October 1950 in Hunan, is a scholar of modern Chinese history. F...

Estela YoungDec 4
Supreme Court Justice Ginsburg & Notorious RBG

Supreme Court Justice Ginsburg & Notorious RBG

Introduction After watching the documentary The Justice Ginsburg (Douban rating 9.4) and reading the book Notorious RBG: The Life and Times of Ruth Bader Ginsburg (Douban rating 8....

Estela YoungOct 3
Delivering the Message to Garcia

Delivering the Message to Garcia

Because of the article “From ‘A Message to Garcia’ to Where the ‘Ideal Employee’ Comes From,” I was tempted to pick up this book. The actual reading experience, however, was rather...

Estela YoungOct 3
Nintendos Experience Design

Nintendos Experience Design

Douban link ​ 1 Author Biography (excerpted from the book) Yushun Shinichiro, Representative of Rikai Affairs Office Born in 1977. Graduated from Tokyo Institute of Technology and ...

Estela YoungOct 3
The Overachievers in My Friend Circle

The Overachievers in My Friend Circle

Douban link "The Top Students of the Friend Circle" (《朋友圈的尖子生》) is a book that Xiao Ma Song (小马宋) wrote over two months. It leans heavily toward essayistic prose and is extremely c...

Estela YoungOct 3
The Anxious One

The Anxious One

Douban link The Anxious Person is one of the two books I discovered on the Xu Manman Psychology Talk WeChat public account. Both books are written by Swedish author Fredrik Backman...

Estela YoungOct 3
A Man Called Ove Decides to Die

A Man Called Ove Decides to Die

A Man Called Ove Draws Me In No more preamble—watch the trailer of the eponymous film first, preferably with sound (the score is wonderful). The full movie is available on Youku. T...

Estela YoungOct 3
Bucket List: A Palliative Care Worker’s Memoir

Bucket List: A Palliative Care Worker’s Memoir

Death Is Not Far From Us Douban “The Bucket List” (《遗愿清单》) After finishing Yang Jiang’s We Three (《我们仨》), WeChat Reading recommended The Bucket List: A Palliative Care Worker’s Jou...

Estela YoungOct 3
We Three: Through Life’s Storms, Family Is What Holds Us Together

We Three: Through Life’s Storms, Family Is What Holds Us Together

Full text: 1,004 characters, about 5 minutes read Douban “We Three” (《我们仨》) In November I binge‑watched the novel Fortress Besieged (《围城》) and the TV drama starring Chen Daoming. A...

Estela YoungOct 3
Welcome to the Netherlands

Welcome to the Netherlands

“Welcome to the Netherlands” is an essay by Emily Pearl Kingsley, a mother of a child with Down syndrome. The piece describes what it feels like when life’s expectations are upende...

Estela YoungOct 3
The Competition Still Goes On, Anyway

The Competition Still Goes On, Anyway

This Is a Leisure Book In August, I eagerly answered the call from the earlier “Goldman Sachs 101 Lessons” to “Read at least one book per month that has nothing to do with what you...

Estela YoungOct 3
The Five Biggest Barriers to Team Collaboration

The Five Biggest Barriers to Team Collaboration

Preface Being at my factory, the thing that gives me the biggest headache and challenge is team collaboration. I stumbled upon this book on WeChat Reading, spent a weekend binge‑re...

Estela YoungOct 3
Happiness Beyond Perfection

Happiness Beyond Perfection

Douban link (new edition, no rating) Douban link (old edition, rating 8.7) 1. Author Biography Tal Ben‑Shahar, Ph.D., holds dual bachelor’s degrees in psychology and philosophy fro...

Estela YoungOct 3
Mr. Toad Goes to See a Psychologist

Mr. Toad Goes to See a Psychologist

Introduction This book, written by veteran British psychotherapist Robert Deed, has been a national bestseller in the UK for over 20 years as an introductory text to psychological ...

Estela YoungOct 3
Some Light‑hearted Psychology Reads

Some Light‑hearted Psychology Reads

Preface Lately, I’ve been reading various psychology‑related books on the subway during my commute—some of them not even strictly scientific psychology. They’re all fascinating rea...

Estela YoungAug 23
Motivation Psychology: The Joyful Principle for Overcoming Addiction, Procrastination, and Laziness

Motivation Psychology: The Joyful Principle for Overcoming Addiction, Procrastination, and Laziness

1 Author and Content of the Book Douban link Author: Roman Gerpelen, an American psychologist The title Motivation Psychology is a bit misleading. The actual content corresponds to...

Estela YoungJul 26