The MACE Framework

MACE: From Idea to Vibe-Coding Ready in 4 Hours
Stop Building Demos, Start Building Assets
🚫 The Problem Every Founder Faces
"I built another AI demo that went nowhere"
You've mastered vibe coding. You can turn ideas into working prototypes in hours. But then comes the hard truth:❌ Months wasted on products nobody wants❌ Hidden costs that explode at scale❌ Technical debt from unvalidated architecture❌ The cycle continues: build → realize mistakes → rebuildWhat if you could validate your architecture BEFORE writing code?✅ The MACE Pre-Coding Solution
"Your Vibe Coding Skills + Our Pre-Coding Framework = Profitable SaaS"
MACE gives you the exact system to transform vague ideas into vibe-coding ready blueprints in 4 hours flat.The 3-Step Pre-Coding Framework
1. AI Architecture Sessions
Speak with specialized AI agents to architect your blueprint using natural conversation. No technical expertise required.
2. Technical Project Brief Creation
Transform conversations into a crystal-clear Technical Project Brief that vibe-coding tools understand perfectly.
3. Validated Handoff Protocol
Use our proven handoff system to ensure vibe-coding tools build exactly what you need, without wasted iterations.
🛠️ What You'll Build With MACE
Your Technical Project Brief Includes:
✅ App Architecture: Clean, cost-optimized structure✅ Tech Stack Selection: Python-first, under $50/month✅ Feature Specifications: MVP scope that actually works✅ Implementation Steps: Phase-by-phase build plan✅ Success Criteria: Clear tests and validation metricsNo more:Guessing about technical feasibilityHidden costs surfacing mid-buildVibe coding tools misunderstanding your visionBuilding features nobody wants⚡ How MACE Works
Phase 1: AI Architecture Sessions
Instead of guessing, you converse with specialized AI agents who help you architect the perfect solution.
You Get:Technical feasibility assessmentCost-optimized architecture decisionsClear feature prioritizationRisk identification and mitigationPhase 2: Technical Project Brief
Transform conversations into a vibe-coding ready blueprint.
Your Brief Includes:Exact tech stack specificationsDatabase architectureAPI design (if needed)Deployment strategyCost breakdownsPhase 3: Vibe Coding Handoff
The secret to perfect execution every time.
Our Protocol Ensures:Vibe coding tools understand your architectureNo more "broken spaghetti code"Phase-by-phase implementationZero wasted API calls or iterations📦 What You Get
The Complete MACE Pre-Coding Framework:
🏗️ Software Architect Agent System
Specialized AI prompts for technical blueprinting
📚 Technical Tutor Validation
Feasibility review and cost optimization
🔍 Premium Quality Assurance
Hybrid AI system for flawless architecture
📋 Technical Project Brief Template
Ready-to-use blueprint structure
🚀 Vibe Coding Handoff Protocol
The exact system for perfect execution
💾 Manual RAG System
Never lose context or start over
Plus These Bonuses:Quick Start Guide (5-minute setup)Qiche Case Study (real-world example)4-Agent Prompt Pack (copy-paste ready)