TECHNICAL MANUAL

AI ROASTER · Production & Intent-Fidelity Platform

A presentation-ready reference covering the platform architecture, the Declare → Analyze → Act pipeline, the spectral and phonetics engines, the AGTL learning system, and all backend functions.

▸ What it is

AI ROASTER is a production-grade critique and intent-fidelity platform for AI-generated music (Suno / Udio). It scores a rendered track against a user-declared intent, surfaces engineering flaws, generates surgical remix prompts, and learns from every scan via a self-amending protocol engine (AGTL).

▸ Core thesis

Every track is measured against what the producer INTENDED, not a generic genre baseline. Deviation is classified as intentional or unintentional, and the system only flags gaps that violate the declared intent.

▸ Tech stack

React + Vite + Tailwind frontend. Base44 BaaS backend (auth, entities, serverless Deno functions, LLM integrations). Realtime entity subscriptions. Cross-device draft persistence via the database.

AI ROASTER · Growth pAInz Standard · R'kZ Protocol · 2026