Documentation

Recursive, secure, and integrable organizational systems.

The CZOI toolkit is the reference Python implementation of the Constrained Zoned-Object Architecture — a unified formalism for building systems that are simultaneously secure, intelligent, organization-aligned, and integrable.

The 10‑tuple S = (Z, R, U, A, O, N, E, Γ, Φ, Δ)

Recursive zones UniLang constraints Adaptive access Full audit trail

Choose your path

Two documents, one framework

Start with the tutorial if you're new to CZOA. Reach for the user guide when you're building, integrating, or consulting the API.

The CZOA/CZOI Tutorial

Learn by doing

A guided journey from the three fragmentations to unified intelligence — and from unified intelligence to integrated organizations. Runnable code in every chapter.

Six parts · eighteen chapters
Every example is executable
Exercises with worked answers
~24 hours end to end

Start learning

czoi-tutorial.html v1.1

The CZOA/CZOI User Guide

Consult while you build

The complete reference for every module, class, and method — organised by task, with examples you can adapt directly. Includes the integration guide and full API reference.

Twenty sections, task-indexed
Adapter zones & federation builder
Cookbook of common patterns
Full API reference

Open reference

czoi-user-guide.html v1.1

What you'll learn

Every capability in the toolkit is documented with the reasoning behind it.

◆Recursive zones ⟨⟩Role seniority ∴Permission calculus ∀UniLang constraints ↻Daemon monitoring ∿Neural components ≈Semantic embeddings ⇌Adaptive access ⊕Adapter zones ⊞Federation §Audit trail ⊗Category theory

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