Welcome to

GVOTS

Generative Voice & Text Studio

DETERMINISTIC MULTI-STAGE ENGINEERING ORCHESTRATION & AST VERIFICATION

Deterministic engineering studio for software architects and backend teams: convert spoken WebM Opus voice notes and technical context into RFC specifications, database topologies, and AST-verified production code.

SYSTEM ARCHITECTURE PIPELINE

4-Stage Deterministic Synthesis & Verification Pipeline

STAGE 01→

1. Acoustic & Prompt Ingestion (WebM Opus)

Streams 48kHz WebM Opus voice memos & technical context into normalized engineering frames.

STAGE 02→

2. Domain Guardrail & Context Graph

Pre-flight classifier strictly enforces software engineering, RFC, database, and architecture scope.

STAGE 03→

3. Multi-Agent RFC/Schema Synthesis

Executes Fast Synthesis Pipeline v1 or Deep Verification Pipeline v2 with multi-region failover.

STAGE 04

4. Server-Side AST & Syntax Verification

Runs TypeScript AST parsing (ts.createSourceFile) & structural syntax verification, symbol extraction, route/table counting & secret scanning.

STAGE 1 & 3

Voice-to-Spec RFC Synthesis

Ingest WebM Opus spoken architecture notes and compile structured RFC specifications, endpoint contracts, and acceptance tables.

MULTI-STAGE

Multi-Agent Schema & Code Studio

Deterministic orchestration across Voice-to-Spec, Doc Synthesizer, Code Architect, and Bug & Refactor agents with regional failover.

AST VERIFIED

Server-Side AST & Bundle Export

Runs TypeScript AST parsing (ts.createSourceFile) & structural syntax verification before packaging via Export .ZIP (gvots-artifact-bundle.zip).