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<V>vibery

How It Works

From idea to ship-ready
in 7 steps.

Every Pack follows the same structured pipeline. No improvisation. No guessing. Just step-by-step execution.

1

Idea Input

Describe your product in plain text. A URL to clone, a description of what you want, or just a vibe. The system accepts any format and extracts structured intent.

Text, URL, or vibe — all valid inputs.

2

Pattern Matching

AI analyzes your input and matches it to known app types — SaaS, marketplace, dashboard, social platform, booking system, and more. This determines the base architecture for your project.

Known patterns. Not guessing.

3

Feature Setup

All feature dependencies are resolved automatically. Enabling auth triggers middleware generation. Enabling payments triggers webhook handlers. No manual wiring needed.

Dependencies handled. Not manual.

4

Data Modeling

Your database tables are validated and cleaned up. Field types enforced. Relationships between tables resolved. Duplicate entries removed. Indexes added for performance.

Clean data model. Not messy schemas.

5

Agent Orchestration

7 lead AI agents coordinate 29+ specialized agents across 9 build blocks. Foundation, Data, API, UX, Security, QA, and Final Review — each owns a section, each runs with full context.

29+ agents. Not one prompt.

6

Quality Checks

20 automated checks verify every output. TypeScript strict mode, ESLint, Next.js build, placeholder scan, route integrity, smoke tests — plus a self-healing repair loop that runs up to 4 cycles.

20 checks. Not vibes.

7

Final Review

Final Go/No-Go verdict. All quality signals are aggregated, a final security scan runs, every required file is verified, and a human-readable proof report is generated. Nothing ships without passing.

Ship or block. No in-between.

SHIP-READY

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