SpecOps is a methodology for using AI to modernize legacy government systems by focusing on knowledge preservation and verified specifications rather than direct code translation.
Key Principle: The specification is more valuable than the code. It captures institutional knowledge, enables domain expert verification, and outlasts any particular technical implementation.
- AI analyzes legacy systems and generates specifications in plain language
- Domain experts verify these specifications before any modern code is written
- The specification becomes the source of truth that guides implementation
- All future changes flow through the specification first
Result: Preserved institutional knowledge, reduced risk, and a sustainable foundation for modernization.
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