Rannie Ollit einnar82

AI Project Document Generator & Parser - Architecture Discussion

Date: November 6, 2025
Role: Head of Engineering
Context: RAG, MCP, and LLM expertise

Project Overview

Complete System Architecture

graph TB
    subgraph DEV_VM["Development VM"]
        D_MySQL[(MySQL DB<br/>EXISTING)]
        D_Maxwell[Maxwell CDC<br/>EXISTING]
        D_CDCPub[CDC Publisher<br/>NEW<br/>Port: 3001]
        
        D_MySQL -->|binlog stream| D_Maxwell


	using System.Data.SqlClient;
	using System.Drawing;

	// ...

	SqlConnection connection = new SqlConnection("your_connection_string");
	SqlCommand command = new SqlCommand("SELECT TOP 1 MunMap FROM tblmunicipality", connection);

	try

	using System;
	using System.Drawing;
	using System.IO;
	using System.Windows.Forms;
	using MySql.Data.MySqlClient; // Ensure you have the MySQL Connector for .NET

	public class MainForm : Form
	{
	private PictureBox pictureBox;

	<?php

	namespace App\Filters\Search;

	use Closure;
	use Illuminate\Support\Arr;
	use Laravel\Scout\Builder;

	class QueryParameterSearchFilter
	{

	<?php

	$name = 'rannie';

	print $name;

	function greetPerson($person)
	{
	// return '<br />hi '.$person;
	return "<br />hi $person";

	<?php

	namespace App\Repositories;

	use Illuminate\Database\Eloquent\Model;
	use Illuminate\Pagination\Paginator;

	abstract class BaseRepository
	{
	protected Model $model;

	Just change the nameserver lines in /etc/resolv.conf to:

	nameserver 8.8.8.8
	nameserver 8.8.4.4

	var data = "do shash'owania";
	var crypto = require('crypto');
	crypto.createHash('md5').update(data).digest("hex");

	<?php
	//answer for https://www.testdome.com/questions/php/file-owners/11840?visibility=17&skillId=5
	class FileOwners
	{
	public static function groupByOwners($files)
	{
	$result=array();
	foreach($files as $key=>$value)
	{
	$result[$value][]=$key;