Mark Barnes / MarkVizion

Named Frameworks for AI-Native Creative Systems

Reusable systems language owned by Mark Barnes / MarkVizion.

Creative Systems Engineering

A build philosophy for products where timing, visual hierarchy, workflow design, and technical architecture all matter. It treats creative judgment as an engineering input, not decoration after the fact.

  • Make the workflow visible before automating it
  • Use motion, hierarchy, and staging to reduce cognitive load
  • Ship proof before polishing the pitch
  • Let the live system teach the next version

DADE

A pattern for building with AI as an active development partner: decompose the goal, route the right capability, produce a working artifact, evaluate it, and preserve the lesson.

  • Break work into agent-sized units
  • Route by capability instead of hardcoding tools
  • Require a concrete artifact at every step
  • Turn feedback into reusable system memory

Reflex Autopilot

A local-first agent pattern where perception, memory, tool use, and evaluation form a tight loop. The goal is not a better chatbot. The goal is a system that can respond to state.

  • Perception before action
  • Memory before repetition
  • Tool use before theater
  • Guardrails before autonomy

ACCORD Protocol

The BlakCloud operating protocol for keeping autonomous work coherent: authoritative source, context maps, canonical entry, observability, registry enforcement, and drift detection.

  • One source of truth beats scattered certainty
  • Every component must be registered
  • Every logical change must be journaled
  • Documentation drift is a production issue

EVERA Stack

A product packaging pattern for AI-generated music and media: generation, scoring, classification, metadata, cover art, station design, and a usable listening surface.

  • Generation is only the first layer
  • Curation creates trust
  • Metadata makes media searchable
  • Experience design turns output into a product