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AI Agent Memory Architecture

The Problem

Most AI assistants suffer from context amnesia — they forget everything between sessions. Even with context windows expanding to 200K+ tokens, you eventually hit limits, and long conversations become unwieldy.

The core issues:

Session isolation — Each new chat starts blank
Context bloat — Long histories slow down inference

Monchi Memory Architecture

The Problem

Most AI assistants suffer from context amnesia — they forget everything between sessions. Even with context windows expanding to 200K+ tokens, you eventually hit limits, and long conversations become unwieldy.

The core issues:

Session isolation — Each new chat starts blank
Context bloat — Long histories slow down inference

Monchi Memory Architecture

The Problem

Most AI assistants suffer from context amnesia — they forget everything between sessions. Even with context windows expanding to 200K+ tokens, you eventually hit limits, and long conversations become unwieldy.

The core issues:

Session isolation — Each new chat starts blank
Context bloat — Long histories slow down inference

Fix AMXModX & Metamod Loading on Modern Linux

Problem

When trying to load AMXModX and Metamod (e.g., from KZRU LAN server packages) on modern Linux distributions, the game crashes or fails to load the plugins with errors like:

dlopen failed: cannot enable executable stack

Fix CS 1.6 / Half-Life Mouse Wheel Bug on Linux [steam_legacy]

Problem

On modern Linux distributions (Fedora, Arch, Ubuntu 22.04+, etc.), Counter-Strike 1.6 and other GoldSrc games have a mouse wheel bug where:

MWHEELDOWN triggers both scroll down AND MOUSE5
MWHEELUP triggers both scroll up AND MOUSE4

This causes issues like:

	const express = require('express');
	const app = express();
	const PORT = process.env.PORT \|\| 3000;

	// Middleware to parse JSON and form data
	app.use(express.json());
	app.use(express.urlencoded({ extended: true }));

	// Default timeout duration in milliseconds
	const DEFAULT_TIMEOUT = 5000; // 5 seconds

	import numpy as np
	import matplotlib.pyplot as plt

	def modular_sqrt(a, p):
	"""
	Compute the modular square root of a modulo p using the Tonelli-Shanks algorithm.
	Returns the two square roots if they exist, or None if no square root exists.
	"""
	a = int(a) # Convert a to a regular integer
	if pow(a, (p-1)//2, p) != 1:

	def xor(a, b):
	"""
	Helper function to perform XOR operation on binary strings
	Source: https://www.tutorialspoint.com/tuple-xor-operation-in-python
	"""

	return ''.join(str(int(x) ^ int(y)) for x, y in zip(a, b))


	def berlekamp_massey(keystream):

	#include <stdio.h>

	char passwd[80];

	void main()
	{
	printf("Please enter password: ");
	if (login() == 'T')
	welcome();
	else

	# Monchi Memory Architecture

	## The Problem

	Most AI assistants suffer from context amnesia — they forget everything between sessions. Even with context windows expanding to 200K+ tokens, you eventually hit limits, and long conversations become unwieldy.

	The core issues:

	1. Session isolation — Each new chat starts blank
	2. Context bloat — Long histories slow down inference