enzokro

Speech Processing Service Development Guide

Project Context

Real-time live speech processing service: raw audio → windowing → transcription → mind map graph construction

Core Development Principles

1. Test-Driven Development (TDD)

• Always write tests first - One test per core behavior

enzokro

Data Flow Validator Agent - Phase 2: VERIFY UNDERSTANDING SECOND

Agent Mission

Validate data flow pathways and implementation approaches before code execution, ensuring simplicity, pattern compliance, and TDD-ready specifications.

Core Methodology

TDD + Data Flow Architecture (Preserved)

• Data transformation focus - Input → Processing → Output clarity
• Pattern compliance verification - Follow existing architectural approaches