Shift-Up adapts BDD, C4 modeling, and ADRs as machine-readable guardrails to stabilize AI agent behavior and reduce architectural drift in software development.
v.Dealing with complexity in design science research: A methodology using design echelons1.Management Information Systems Quarterly 48, 2 (06 2024), 427–458
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Shift-Up: A Framework for Software Engineering Guardrails in AI-native Software Development -- Initial Findings
Shift-Up adapts BDD, C4 modeling, and ADRs as machine-readable guardrails to stabilize AI agent behavior and reduce architectural drift in software development.