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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.

Kiro is an AI-powered IDE that enables small teams and individuals to achieve outcomes typically associated with larger organizations while maintaining architectural rigor, test coverage, and long-term maintainability. To be effective, Kiro requires deliberate guidance, thoughtful review, and a shift in mindset from ad-hoc coding to structured, specification-led development.

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 internal developer platform removes the guesswork from building on AWS by giving teams pre-configured golden paths, reusable starter code, and infrastructure templates. An introduction to the Atlantis DevOps platform adopted at St. Thomas, explaining why it was built, what it provides, and how to scaffold and deploy a production-ready serverless project in minutes.

DevOps is a culture and practice that unifies planning, development, testing, and deployment into a continuous, collaborative loop.

When building applications in AWS, it’s important to follow consistent practices that improve security, reliability, and maintainability. These guidelines apply to all developers working with cloud resources in our environment.

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

AWS cloud development at St. Thomas focuses on using shared tools, serverless services, and automated workflows to create secure and maintainable applications. This article introduces the key practices, architectures, and resources that help developers build scalable solutions on a consistent foundation.

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

GitHub repositories can be used for code and script examples, classes, collaboration, and version control of text-based files. Critical infrastructure, enterprise applications, and projects deployed to AWS should use CodeCommit.

Using NVM from the start can prevent headaches and frustration over compatibility issues when managing multiple scripts and projects that utilize various versions of Node.js.

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.