chore: consolidate Syslog Solution code into unified repository structure

- Moved scattered scripts, templates, and documentation into organized directories (applications/, scripts/, assets/).
- Updated .gitignore to strictly exclude secrets, state files, and IDE configs.
- Added comprehensive README.md outlining repository structure and best practices.
- Preserved all existing documentation and technical architecture files.
- Prepared infrastructure/ for AWS Org and Proxmox Terraform management.

applications/aws-cloud-infrastructure.md

@@ -0,0 +1,43 @@
+# 05 - AWS Cloud Infrastructure — Home
+**Purpose:** AWS architecture, networking, and cost optimization for AI workloads.
+
+## Overview
+
+This section covers our AWS cloud infrastructure setup for scalable AI services, including:
+- VPC networking architecture
+- EC2 instance optimization for GPU workloads
+- S3 data pipeline automation
+- Cost optimization strategies
+
+## Infrastructure Components
+
+### **AWS Architecture**
+- **US-East-1 (N. Virginia):** Primary production environment
+- **Multi-AZ deployment:** High availability for critical services
+- **VPC networking:** Isolated subnets for compute, storage, and monitoring
+
+### **Compute Resources**
+- **p4d.24xlarge:** A100-based instances for training
+- **g5.xlarge:** A10 instances for inference
+- **m5.large:** CPU-based instances for web services
+- **Spot instances:** Cost savings for non-critical workloads
+
+### **Storage**
+- **S3 buckets:** Model weights, datasets, backup archives
+- **EBS volumes:** High-performance storage for active VMs
+- **Glacier:** Cold storage for historical data
+
+## Cost Optimization
+
+- **Reserved Instances:** 1-3 year commitments for baseline workloads
+- **Spot Instances:** 70% savings for fault-tolerant tasks
+- **S3 Lifecycle Policies:** Automatic tiering to Glacier
+- **CloudWatch Alarms:** Budget alerts and anomaly detection
+
+## Related Documents
+
+- **[Qwen3.5-MoE Setup](../02\ -\ TECHNICAL\ INFRASTRUCTURE/04\ -\ Qwen3.5\ Model\ Setup/)** — Model deployment strategies
+
+---
+
+*Our AWS infrastructure supports our SMB AI services and agent deployments with maximum efficiency.*