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The latest News and Information on Continuous Integration and Development, and related technologies.

Get to Know JFrog ML

AI/ML development is getting a lot of attention as organizations rush to bring AI services into their business applications. While emerging MLOps practices are designed to make developing AI applications easier, the complexity and fragmentation of available MLOps tools often complicates the work of Data Scientists and ML Engineers, and lessens trust in what’s being delivered.

Building a customer churn detection system with Hugging Face and CircleCI

Losing a customer to a competitor can be costly; customer retention is vital for business success and growth. Businesses must anticipate when and why a customer might leave, so they can implement measures to retain them. One solution might be to build a system that predicts churn. But can it be done? Using machine learning (ML) techniques to analyze customer service interactions can provide valuable insight into customer sentiment.

Automating API security tests in CI/CD for Java applications

API security testing is software testing performed on APIs. It is meant to identify vulnerabilities in API endpoint communication and access. In modern software development, API security is a crucial aspect that cannot be ignored. API security testing can now be automated in CI/CD, enabling early detection of vulnerabilities, maintaining security standards without slowing down development, and reducing human errors.

Putting Your Data to Work to Protect Your Software Supply Chain Final

In today’s complex software ecosystem, ensuring security and reliability is more challenging than ever. Dependency trees are growing deeper, third-party contributions are increasing, and the risks - from vulnerabilities and misconfigurations to malicious attacks - are at an all-time high. Organizations must find ways to secure their software supply chains without compromising agility.

Building a chatbot with Dialogflow and CircleCI

Chatbots are becoming essential to software applications, enhancing user engagement through automated conversations. Deploying a chatbot to a cloud platform requires integrating multiple technologies, ensuring smooth communication between services, and automating updates efficiently. In this tutorial, you will learn how to deploy a Python-based conversational chatbot to an Azure Functions app.

What is Test-Driven Development?

Test-Driven Development (TDD) is a software development methodology that helps engineers write reliable, maintainable code by starting with tests before writing implementation. In this video, we break down the core principles of TDD, how it improves software quality, and why it’s a game-changer for developers. If you’re looking to level up your development process and write better code with fewer bugs, this video is for you!