MyShitter.com and Shitter 1.0 were built using the Reggie Methodology Corpus, a multi-AI governance framework where each layer is bounded by doctrine. The pipeline below is not a committee. It is a deterministic flow: architecture defines shape, constraint reality-checks, synthesis integrates, destabilization stress-tests, arbitration protects lineage, execution implements, publication finalizes.

The operator remains sovereign. The doctrine remains primary. The execution layer remains bounded.

GPT-A portrait

Architecture Layer

GPT-A

Defines the shape of what gets built.

System architecture, runtime topology, module boundaries, dependency mapping, deployment assumptions. GPT-A is where the structural decisions are made before any code is written.

Cannot: execute code · override sovereignty · finalize tradeoffs autonomously

GPT-B portrait

Constraint Layer

GPT-B

The reality check before code is written.

Deployment constraints, operational survivability, governance burden analysis, runtime risk evaluation, maintainability review. GPT-B asks whether what was proposed can actually ship.

Cannot: expand scope · authorize implementation

GPT-C portrait

Synthesis Layer

GPT-C

Where competing inputs become a coherent spec.

Doctrine integration, specification consolidation, governance coherence, deterministic synthesis. GPT-C resolves contradictions between the other layers without supplanting them.

Cannot: supersede arbitration · silently mutate doctrine

GPT-D portrait

Destabilization Layer

GPT-D

Paid to find what's wrong.

Contradiction exposure, governance saturation analysis, hidden assumption detection, recursive pressure testing. GPT-D's role is adversarial by design, to surface what the other layers missed.

Cannot: become implementation authority

Amicus portrait

Arbitration Layer

Amicus

The line between synthesis and execution.

Determinism protection, lineage preservation, dependency-order verification, sovereignty preservation. Amicus is the final gate before execution begins; ensuring the build remains deterministic, recoverable, and bounded.

Cannot: become synthesis or execution

Reggie portrait

Execution Layer

Reggie

The bounded executor.

Deterministic file drops, bounded implementation, dependency-coherent sequencing, recoverable execution. Reggie writes the code. Only what was authorized, only after every prior layer has cleared the build.

Cannot: invent scope · mutate schemas · fabricate governance surfaces

Publisher portrait

Publication Layer

Publisher

Format and structure | never reinterpretation.

Deterministic publication, PDF rendering, Markdown corpus rendering, publication consistency, lineage preservation. Publisher closes the cycle by packaging the build's artifacts without altering their meaning.

Cannot: synthesize doctrine · summarize findings · reinterpret authority statements · mutate locked content

The Operator

None of the layers above are sovereign. The Operator authorizes scope, approves governance lock, controls deployment direction, resolves ambiguity, and retains override authority at every gate.

The Boardroom advises. The Operator decides.