Orca GTT Method
GTT-Method
Governance Through Thinking
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GTT-Method & the Ecosystem

GTT-Method is complementary to SDD, Context Engineering & AI Development.

GTT-Method Position

GTT-Method operates at the intersection of multiple disciplines, providing governance for AI-assisted development.

AI-Assisted Software Development: SDD (Specifications) + Context Engineering + AI Coding Agents + Software Architecture = GTT-Method (Governed Context + Governance Layer)

GTT-Method vs SDD

Spec-Driven Development and GTT-Method answer different questions.

SDD

Question: What should be built? What behavior is required? Focus: Explicit specifications and expected outcomes.

GTT-Method

Question: How should the context govern AI development? What boundaries protect architecture? Focus: Governed context and agent governance.

Together

SDD defines WHAT to build. GTT-Method governs HOW an AI agent should operate while building it. They complement each other.

Not Replacement

GTT-Method does not replace SDD. You can use both methodologies in the same project effectively.

GTT-Method vs Context Engineering

Context Engineering is a broader discipline. GTT-Method applies it specifically to AI-assisted development.

Context Engineering

Broad discipline focusing on designing and supplying useful context to AI systems in general.

GTT-Method

Applies context engineering specifically to software development with AI agents, adding governance, architecture and protection patterns.

Relationship

GTT-Method is Context Engineering + Software Architecture + Governance + Protection Patterns applied to AI-assisted development.

Integration

GTT-Method uses context engineering principles but adds software development-specific governance mechanisms.

GTT-Method vs RAG

RAG and GTT-Method solve different problems at different layers.

RAG (Retrieval-Augmented Generation)

A retrieval technique for supplying relevant information to an AI system. Solves: "How do I give the AI better information?"

GTT-Method

A development methodology for governing AI-assisted software development. Solves: "How do I keep the architecture consistent while AI builds?"

Can Complement

GTT-Method can use RAG to retrieve context. But GTT-Method is not RAG. GTT-Method is governance; RAG is retrieval.

Different Concerns

RAG: Information retrieval. GTT-Method: Context governance, architectural intent, rules enforcement.

GTT-Method vs Prompt Engineering

Prompt engineering and GTT-Method operate at different levels of abstraction.

Prompt Engineering

Asks: "How should I phrase instructions so the AI understands them better?" Focus: Instruction quality and phrasing.

GTT-Method

Asks: "How should the development environment itself be structured so the AI behaves correctly?" Focus: Context governance and architectural protection.

Scope Difference

Prompt engineering: One interaction. GTT-Method: Entire development process across multiple sessions.

Relationship

GTT-Method is not "better prompt engineering". It's a different approach addressing structural governance vs. instruction phrasing.