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Software engineering is moving up a level of abstraction.

Software development is shifting from code-first programming toward specification-driven engineering. As AI increasingly handles implementation, human expertise moves toward defining intent, specifying behaviour and constraints, anticipating failure, and verifying the result.

DefineSpecifyAnticipateVerify
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Career Tracks

Professional pathways built around specification-driven engineering.

Specification ArchitectDefine the project and system as a whole.
Specification EngineerDefine features and changes within an existing system.
Specification TesterChallenge expected behaviour across user and business flows.
Specification DevOps EngineerDefine delivery standards, gates and release evidence.