System Architecture

Three layers. Pure functions all the way down.

01

Python Backend (stdlib only)

evasions_v2.py — pure functional transforms. workflow_v2.py — master-seed pipeline + manifest. sampler_v2.py — deterministic LHS + drift detection.

02

Frontend (Vanilla JS, Canvas 2D)

dashboard/app_v2.js — URL-synced REDvsBLUE dashboard. site/app_v2.js — public taxonomy browser. adversarial-currents-v2.html — particle field visualizer.

03

State Layer

URL = canonical state. localStorage = ephemeral cache. JSONL manifest = audit trail.