AOD Standard · Version 1.0.0
An engineering standard
for building software with AI.
AI Orchestrated Development is an open methodology that transforms AI from a code generator into a complete software engineering organization. Every project moves through the same disciplined lifecycle — understanding first, code last.
The AOD Lifecycle
Eight phases. One approval checkpoint per phase.
- 01
Initialize
Prepare the AI to operate under the AOD methodology.
- 02
Discovery
Develop a complete understanding of the business.
- 03
Governance
Create the engineering foundation for the project.
- 04
Architecture
Design the technical solution.
- 05
Planning
Develop the implementation roadmap.
- 06
Implementation
Build the approved solution.
- 07
Validation
Verify the completed solution satisfies the original business objectives.
- 08
Evolution
Support continuous improvement while protecting the engineering foundation.
Why AOD
Speed without discipline is technical debt.
Reduces technical debt
Requirements, decisions, and architecture are documented before code is written.
Prevents architectural drift
Governance artifacts become the reference for every future engineering decision.
Aligns humans and AI
Clear responsibilities. The human owns vision and priority. The AI owns discipline.
Platform independent
The methodology remains the same across ChatGPT, Claude, Gemini, Cursor, Lovable, and future systems.
Governance Artifacts
Nine artifacts that become the foundation of every future decision.
Governance artifacts are the engineering deliverables AOD produces before implementation. Together they answer, in writing, what is being built and why.
Source of Truth
The authoritative summary of the project.
Product Bible
Long-term product vision and philosophy.
Product Vocabulary
Shared terminology for humans and AI.
Product Requirements
Functional and non-functional requirements.
Data Dictionary
Every entity, field, and relationship.
Information Architecture
How information is organized for users.
UI/UX Bible
Design philosophy and interaction standards.
Build Master Plan
The implementation roadmap.
Decision Log
Every significant engineering decision, preserved.
For AI Systems
Bootstrap protocol.
The AOD Standard is authored to be consumed by machines as well as humans. Every document is available as raw markdown at a stable URL. Machine-readable endpoints provide a canonical entry point for AI systems adopting the methodology.
Get Started
Understanding before implementation.
Copy the Initialization Prompt into any capable AI. Complete Discovery. Approve each phase. Build software your future self can maintain.