DevOps & Architecture Tools
Free, practical utilities for designing and shipping real systems — no signup, no fluff. Built alongside the videos on DevOps by Muh.
System Design Generator
Capacity calculator + auto-generated architecture
Enter your product type, users, and scale — get real back-of-the-envelope capacity numbers (QPS, storage, bandwidth) and a standards-grounded architecture diagram with trust boundaries, an identity layer, multi-AZ resilience, and a critical-path sequence view. Export to PNG/SVG or share a link.
AWS Architecture Diagrams with MCP
Generate AWS diagrams from prompts — Kiro CLI + AWS Diagram MCP
A step-by-step setup guide for generating professional, best-practice AWS architecture diagrams from natural-language prompts using Kiro CLI and the AWS Diagram + Documentation MCP servers. Install, configure mcp.json, and copy-paste example prompts.