MultiDump – Bypassing Windows Defender to Dump and Extract LSASS Memory

MultiDump is a post-exploitation tool written in C that allows for the secret dumping and extraction of LSASS memory without triggering Defender alerts, utilizing a handler written in Python. MultiDump supports LSASS dumping through ProcDump.exe or comsvc.dll, providing two modes: local mode (which encrypts and stores the dump file locally) and remote mode (which sends … Read more

Case Study of AI Large Models in Testing: A New Paradigm of UI Automation Testing Driven by Multi-Agent Collaboration (Meituan)

Follow us to stay updatedIntroduction:This intelligent scenario focuses on UI automation testing, with a case study from Meituan, highlighting the exploration of multi-agent collaboration.The complete materials can be obtained at the end of this article.The pain points of testing will not be elaborated here; let’s get straight to the point.Three modes of human-machine collaboration are … Read more

The First Multi-Character Digital Human Open Source Project MultiTalk: Supporting Karaoke, Realistic Cartoons, and Animal Generalization with Low-Cost Solutions

The First Multi-Character Digital Human Open Source Project MultiTalk: Supporting Karaoke, Realistic Cartoons, and Animal Generalization with Low-Cost Solutions The recently open-sourced multi-party dialogue audio-driven digital human project<span>MultiTalk</span> has gained significant attention in the digital human community, natively supporting<span>single</span>,<span>multi-party dialogue</span>, capable of driving<span>realistic</span>,<span>cartoon</span> tasks, and can perform<span>karaoke</span>, with impressive<span>animal</span> generalization capabilities. My test results show … Read more

Understanding Multi-Agent Systems

Multi-agent systems represent one of the most powerful capabilities in modern artificial intelligence architectures. Unlike relying on a single agent to handle complex tasks, you can create specialized agents that work together, each contributing unique expertise to solve complex problems. Strands Agents support various multi-agent modes, each with different advantages and applicable scenarios: 1. Tool … Read more

MultiTalk: A Quick Look at Realistic Multi-Person Dialogue and Singing with Cartoon and Animal Digital Avatars

❝ 🌹Hello everyone! Welcome to PoLang‘s homepage. Thank you for your support and encouragement. On the road of AIGC exploration, I will be with you all the way. If you like it, please star and follow PoLang or scan the code at the end of the article to join the discussion group! 1: Introduction to … Read more

Building Multi-Agent Systems with LangGraph

Introduction to LangGraph In the previous article, we explored the concept of multi-agent systems and how Clearwater Analytics pioneered this approach through CWIC Flow. We also demonstrated how to build a simple multi-agent system without using a specialized framework. Now, let’s explore LangGraph, a powerful library that provides a structured workflow for building complex multi-agent … Read more

MultiTalk: KJ Achieves Over 6x Acceleration with Ultra-Realistic Digital Singing Avatars! Supports Realistic Cartoon and Animal Generalization for 15-Second Long Videos

❝ 🌹Hello everyone! Welcome to PoLang‘s homepage. Thank you for your support and encouragement. On the road of AIGC exploration, I will be with you all the way. If you like it, please star and follow PoLang or scan the code at the end of the article to join the discussion group! 1: Introduction to … Read more

Do We Need Multi-Agents?

This article compares and analyzes the viewpoints and methods of “Don’t Build Multi-Agents” and “How We Built Our Multi-Agent Research System.” Both articles express their opinions and arguments on the question of whether to create Multi-Agents. 1. Main Points and Arguments of “Don’t Build Multi-Agents” Main Argument: Walden Yan argues in “Don’t Build Multi-Agents” that … Read more