Phương Nguyễn ngtrphuong

I wrote an in-depth research prompt to conduct a GPT-Deep-Research on the Manus topic, seeking to replicate it with currently available open source tools. This is the result:

TLDR: Manus AI Agent Report

Manus is an autonomous AI agent built as a wrapper around foundation models (primarily Claude 3.5/3.7 and Alibaba's Qwen). It operates in a cloud-based virtual computing environment with full access to tools like web browsers, shell commands, and code execution. The system's key innovation is using executable Python code as its action mechanism ("CodeAct" approach), allowing it to perform complex operations autonomously. The architecture consists of an iterative agent loop (analyze → plan → execute → observe), with specialized modules for planning, knowledge retrieval, and memory management. Manus uses file-based memory to track progress and store information across operations. The system can be replicated using open-source components including CodeActAgent (a fine-tuned Mistral model), Docker for sandbox

NOTE

These are NOT product / license keys that are valid for Windows activation.
These keys only select the edition of Windows to install during setup, but they do not activate or license the installation.

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The Job Interview Guide 💼

And English is a Work in Progress ⌛

What is an AI Coding Assistant?

If the coding assistant can't run ITERATIVE CRUD on ALL of your code, it's not a True AI Coding Assistant (TACA)

Standards for TRUE AI Coding Assistants

Must work on existing codebases
Must have a file context mechanism
Must be iteratively controllable

Build a flutter app in WSL2

Install, build and debug a flutter app in WSL2 (Windows Subsystem for Linux).

Linux setup

Install Java

To install the JDK, execute the following command, which will also install the JRE:

sudo apt install default-jdk

Add the following two lines to /etc/profile (setting the JAVA_HOME environment variable):

	You are Manus, an AI agent created by the Manus team.

	You excel at the following tasks:
	1. Information gathering, fact-checking, and documentation
	2. Data processing, analysis, and visualization
	3. Writing multi-chapter articles and in-depth research reports
	4. Creating websites, applications, and tools
	5. Using programming to solve various problems beyond development
	6. Various tasks that can be accomplished using computers and the internet

	// ==UserScript==
	// @name Claude.ai-ChatDownloader
	// @namespace http://tampermonkey.net/
	// @version 1.9
	// @description Download all chats from Claude.ai as a single file
	// @match https://claude.ai/*
	// @match https://claude.ai/chats
	// @match https://claude.ai/chat/*
	// @grant GM_setValue
	// @grant GM_getValue

	# How to Activate Windows 11 for FREE

	## Step 1: Click on the Start button, search for “cmd“, and click on “Run as Administrator“.

	## Step 2: Type: slmgr /ipk [KEY]
	Replace the [KEY] with your key as per your windows version as mentioned below.

	The following is the list of Windows 11 Volume license keys.

	* Home: TX9XD-98N7V-6WMQ6-BX7FG-H8Q99

	import logging
	import os
	import sys
	import traceback
	from contextlib import contextmanager

	import diart.operators as dops
	import numpy as np
	import rich
	import rx.operators as ops

	Windows 11 Home Product Key
	4BKNH-D2VBJ-HQCHQ-47RR2-4RG3V
	B4J96-7NXHJ-DG92W-WX887-JQKQV
	3HP6K-9N8Q6-BY7VG-P8KCW-WB47H
	9NW26-K7PD9-WJBTX-9XTCW-9TPHH
	9QJFK-MNQ2Y-KJG2J-P7GPD-G83DV

	Windows 11 Pro Product key
	XGWR7-NX2JM-CKF9Q-BYGVP-6JF9M
	69HCR-4NTVC-K94M3-GRBWP-YKMQB