StackForge

"Vibe coding" — asking AI to build apps via text prompts — is fundamentally broken because the AI guesses your architecture and ignores constraints. StackForge fixes this by replacing vague prompts with visual blueprints to improve how software is built. Inspired by MIT Scratch, developers drag-and-drop architectural blocks (Frontend HTML, Backend APIs, Authentication, DevOps) and define strict non-negotiable constraints. Instead of using a generic API, we integrated IBM Bob Shell directly into our Node.js backend. When a user clicks "Generate Live," the app translates the visual block graph into a strict prompt, passes it to IBM Bob, and forces Bob to output raw, repo-ready code. This proves Bob's unique ability to act as a true development partner. Once generated, users instantly view their app via the "Launch App" button, turning idea into impact faster than ever before.