MACE Pre-Vibe Coding Framework (part of MACE Full Framework)

Stop your vibe coding tool from building bad code. The MACE Pre-Vibe Coding Framework turns your raw idea into a bulletproof, "vibe-coding ready" blueprint.

This guide gives you the exact prompts, validation steps, and handoff protocol to get your app built right and fast.

This document covers the complete pre-vibe coding workflow of MACE - transforming your idea into a validated, architecturally sound blueprint ready for vibe coding implementation. [10 Pages]

Transform your vague ideas into vibe-coding ready blueprints with the MACE Pre-Coding Framework. This system helps you validate your technical approach before writing any code, saving you from costly mistakes and endless revisions.

The Problem:
Most founders jump straight into vibe coding without proper validation. They use vibe coding tools to build demos quickly, but then face architecture chaos when tools misunderstand their vision. Hidden costs explode when projects scale, and technical debt turns promising prototypes into unmaintainable messes. The cycle continues: build, realize mistakes, rebuild, wasting precious time and resources.

The Solution:
The MACE Pre-Coding Framework provides the missing validation layer between idea and implementation. This systematic approach ensures you build the right foundation before your AI Toll starts writing your first line of code. Through structured conversations with AI agents, you design cost-optimized architectures, validate technical feasibility, and create clear blueprints that vibe-coding tools can execute perfectly.

How It Works:
The framework guides you through three focused phases. First, you conduct AI architecture sessions where specialized agents help design your technical approach through natural conversation. Next, you transform these discussions into a comprehensive Technical Project Brief that clearly communicates your vision to coding tools. Finally, you use a validated handoff protocol that ensures vibe-coding tools understand exactly what to build, eliminating misunderstandings and wasted iterations.

What You Get:

• Your purchase includes the complete Software Architect Agent System with specialized prompts for technical blueprinting.
• You receive the Technical Tutor Validation system for feasibility reviews and cost optimization.
• The Premium Quality Assurance component shows you how to use Hybrid AI systems for flawless architecture.
• You get the ready-to-use Technical Project Brief Template, the proven Vibe Coding Handoff Protocol for perfect execution, and the Manual RAG Context System to maintain continuity across all your sessions.

Who It's For:
This framework is perfect for vibe coders who want to ship production-ready applications, non-technical founders who need technical clarity, indie hackers tired of building the wrong features, and SaaS builders seeking cost-optimized architecture. It's not designed for those who enjoy building endless demos without shipping, people seeking get-rich-quick schemes, or founders who prefer building without validation.

Investment:
Get immediate access to the complete MACE Pre-Coding Framework for just 11.99Ε This one-time payment includes lifetime updates and all components needed to transform your idea-to-execution process.

Get Here the Full Framework -> https://stefgillos.gumroad.com/l/macesystem