Shift-Up: A Framework for Software Engineering Guardrails in AI-native Software Development -- Initial Findings
Generative AI (GenAI) is reshaping software engineering by shifting development from manual coding toward agent-driven implementation. While vibe coding promises rapid prototyping, it often suffers from architectural drift, limited traceability, and reduced maintainability. Applying the design science research (DSR) methodology, this paper proposes Shift-Up, a framework that reinterprets established software engineering practices, like executable requirements (BDD), architectural modeling (C4), and architecture decision records (ADRs), as structural guardrails for GenAI-native development. Preliminary findings from our exploratory evaluation compare unstructured vibe coding, structured pr...
| Authors | Petrus Lipsanen, Liisa Rannikko, François Christophe et al. |
|---|---|
| Primary category | cs.SE |
| Published | 22 April 2026 |
| Last updated at source | 22 April 2026 |
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