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Opinionated DevOps platforms give AI coding assistants the consistent conventions and structure they need to generate trustworthy, reliable output. Pairing AI-assisted engineering accelerates scaffolding, lowers cognitive load, and strengthens guardrails against AI-introduced drift across the DevOps lifecycle.

The University of St. Thomas ITS Cloud Team promotes AI-Assisted Engineering using well-established practices such as planning, requirements gathering, implementation, documentation, testing, and deployment (DevOps) over "vibe-coding" for official university projects.

Spec-driven development (writing formal requirements, design documents, and tasks before code) gives AI coding tools like Kiro a clear, unambiguous target instead of a vague prompt, reducing hallucinated logic and costly rework. Before starting a spec-driven workflow, we recommended a Learn, Iterate, Plan workflow for getting the most out of Kiro's requirements, design, and tasks phases.

An opinionated Internal Developer Platform like Atlantis makes deliberate choices about tooling and workflow so teams spend less time on infrastructure decisions and more on business logic. Key benefits: faster time to value, built-in best practices, and team consistency.

Information about DEVEX Developer experience at University of St. Thomas.

Front end development at St. Thomas involves working across several frameworks and vendor platforms. When starting new projects, developers should choose the framework that best meets the long-term needs of maintainability, accessibility, security, and sustainability. By using modern build tools, maintaining version control, keeping packages up to date, and following standardized practices, developers create

Information about DEVEX Developer and Cloud Tools at University of St. Thomas.

Starting a new front-end development project, or even being tasked with improving an older one, can be daunting. This checklist will help you improve your starting point and advance projects through an iterative improvement process. Not everything will be perfect, but you can always leave it in better shape than you found it.

Starting a new back-end development project, or even being tasked with improving an older one, can be daunting. This checklist will help you improve your starting point and advance projects through an iterative improvement process. Not everything will be perfect, but you can always leave it in better shape than you found it.

Information and instructions for students, faculty, and staff who want to use the University of St. Thomas GitHub to save and share code.