Amid an AI boom and developing research, machine learning (ML) models such as OpenAI’s ChatGPT and Midjourney’s generative text-to-image model have radically shifted the natural language processing (NLP) and image processing landscape. Due to this new and powerful technology, developing and deploying ML models has quickly become the new frontier for software development.

Building full-stack applications can be challenging, especially when developing the backend and frontend at the same time. In this scenario, frontend teams may have to wait for the backend team to finish building an API before they implement. This is where Mirage.js comes in. In this tutorial, you will explore how to use Mirage.js in frontend applications and mock backend requests for services that have not yet been developed.

A pull request (PR) is (quite literally) a request to pull a change into a project’s code or documentation. It is a popular change management process supported by many VCS providers including GitHub, GitLab, Bitbucket, Codeberg, and others. Typically these come with features to track open pull requests, tools to assist in reviewing the changes, the ability to approve—or reject—PRs, and finally to merge approved PRs.

Dynamic application security testing (DAST) is a critical security measure for modern software delivery pipelines. It involves evaluating the security of web applications by actively testing them in real-time, simulating real-world attacks to identify vulnerabilities. As the cybersecurity threat landscape has evolved, DAST has emerged as a key tool for enforcing application security in continuous integration and continuous delivery (CI/CD) pipelines.

The zero trust security model is an approach to network security that enforces strict access controls and authentication at every stage of the software development lifecycle. It treats every user, device, and transaction as a security risk and uses the principle of least privilege to restrict access to sensitive resources and minimize the potential attack surface.