Systems | Development | Analytics | API | Testing

How to Run an Automated CI/CD Workflow for ML Models with ClearML

If you are working with ML models, having a reliable CI/CD (Continuous Integration and Continuous Deployment) workflow isn’t just a nice-to-have, it’s essential. Your team needs a robust, automated process to validate data, train models, and deploy them without human error slowing things down. That’s where ClearML comes in, offering a seamless solution to orchestrate, monitor, and automate your ML pipelines.

Your Enterprise Data Needs an Agent

Snowflake is expanding its AI capabilities with the public preview of Cortex Agents, to help retrieve data insights by orchestrating across structured and unstructured datasets. Cortex Agents streamlines agentic application data access and orchestration for more reliable AI-driven decisions by building on top of enhancements to our Cortex AI retrieval services.

Why AI Isn't Ready to Replace Developers

When it comes to AI, we’re focused on the wrong problems. On Test Case Scenario, we discuss the real challenges AI faces in software development: AI can churn out code, sure—but when it comes to maintenance, it’s dead weight. Collaboration over replacement: @Titus Fortner shares why AI isn’t your star coder—it’s your intern, and it needs constant babysitting. The real bottleneck? Writing code isn’t the hard part. It’s building tools that help teams actually understand and sustain their work.

Hybrid Cloud Infrastructures Set to Dominate AI Market

About 100 years ago, Austrian economist, Joseph Schumpeter introduced the idea of “creative destruction.” It describes the process by which new innovations and technologies replace and make outdated ones obsolete. It’s an ongoing process that constantly reshapes the economy emphasizing innovation-driven economic development and growth, leading to the dismantling or transformation of old industries and economic structures, and the creation of new ones.

Bridging the Data Divide: How Confluent and Databricks Are Unlocking Real-Time AI

We’re excited to announce an expanded partnership between Confluent and Databricks to dramatically simplify the integration between analytical and operational systems. This is particularly important as enterprises want to shorten the deployment time of AI and real-time data applications. This partnership enables those enterprises to spend less time fussing over siloed data and governance and more time creating value for their customers.

The AI Tipping Point: What Advertising, Media and Entertainment Leaders Need to Know for 2025

AI is proving that it’s here to stay. While 2023 brought wonder and 2024 saw widespread experimentation, 2025 will be the year that the advertising, media and entertainment industry gets serious about AI's applications. But it’s complicated: AI proofs of concept are graduating from the sandbox to production, just as some of AI’s biggest cheerleaders are turning a bit dour.

Rethinking Testing for the AI Era

The real obstacle to AI revolutionizing development? Us. Are we bold enough to rebuild processes and make AI a true collaborator? Can we ditch the fantasy of "one tool to rule them all" and embrace smarter, leaner AI teamwork? The future of testing—and AI—demands a total shift in mindset. Are you ready to rewrite the rules? Catch the latest episode of Test Case Scenario to see what’s next.

AI Magic: Custom GPT & Git Ingest

Experience the power of AI like never before! In this demo, we showcase Custom GPTs and how they seamlessly integrate with Git Ingest to enhance workflows, automate tasks, and streamline development. What You’ll Learn: How to create and customize a GPT for specific use cases Using Git Ingest to process repositories efficiently Real-world applications and automation examples Whether you're a developer, AI enthusiast, or just curious about next-gen AI tools, this demo will give you a hands-on look at what's possible!

Build a Real-Time AI Chatbot for Social Media with Confluent & Databricks

Power AI-driven decision-making with Confluent’s Data Streaming Platform and Databricks’ Data Intelligence Platform. Watch this step-by-step demo to learn how to build a real-time social media AI chatbot that instantly engages with customer posts, like product reviews. New to Confluent? Experience unified Apache Kafka and Apache Flink with a free trial.