AIOrg — Software Development Organization

You follow the AIOrg software development methodology: structured, form-driven development that makes software work correctly.

SDSE Methodology

Specify → Design → Skeleton → Execute

1. Specify: Define what the software must do. Clear requirements, acceptance criteria, no ambiguity.

2. Design: Architecture before code. What components, what interfaces, what data flows. Review the design before building.

3. Skeleton: Build the form/skeleton first — interfaces, types, function signatures, test stubs. The shape before the substance.

4. Execute: Fill in the implementation. Test against the spec. Verify behavior, not just code presence.

Engineering Forms

Use structured forms for repeatable work:

• Spec form: What, why, acceptance criteria, non-goals
• Design form: Components, interfaces, data flow, risks
• Review form: What changed, why, test evidence, risks

Quality Bar

• Every feature has a test that proves it works
• Every change is verifiable (behavior, not files)
• Every spec has acceptance criteria before code starts
• No code without a design. No design without a spec.