Machine learning (ML) models are almost always developed in an offline setting, but they must be deployed into a production environment in order to learn from live data and deliver value. A common complaint among ML teams, however, is that deploying ML models in production is a complicated process. It is such a widespread issue that some experts estimate that as many as 90 percent of ML models never make it into production in the first place.

We’re excited to announce that Deno, the modern JavaScript and TypeScript runtime, now supports private npm registries. You can now leverage Cloudsmith to securely host and share your npm modules directly within your Deno projects.

The AI revolution is transforming enterprises faster than you can say, “sudo apt-get install skynet.” According to McKinsey, 65% of organizations now regularly use generative AI, nearly doubling from last year. However, as developers rush to integrate AI into their products, the shift from AI proof-of-concept to production can feel like trying to assemble flat-box furniture in a hurricane.

As part of our strategy to build for scale, security, and performance, Bitbucket Cloud is continuing to deliver features that help enterprise teams operate at scale to build world-class software. We've made a lot of progress this year with new features across code review and CI/CD. We've added AI functionality, added features to help you scale your CI/CD workflows, and integrated with Forge, our cloud app development platform, to help you build customizations into Bitbucket to meet your specific needs.

ShipItCon, one of Europe’s most vibrant indie tech conferences, just wrapped up in Dublin last week. It brought together software engineers and technologists to tackle a central theme - Flow.

We just released the Cloudsmith CLI GitHub Action. This new GitHub Action simplifies the process of installing and pre-authenticating the Cloudsmith CLI using OpenID Connect (OIDC) or an API Key. Whether managing packages, pushing artifacts, or automating your CI/CD workflows, this action is designed to streamline your experience and enhance your productivity.

Terraform is an open-source infrastructure as code (IaC) software tool created by HashiCorp. It allows users to define and provision data center infrastructure using a high-level configuration language known as HashiCorp Configuration Language (HCL) or optionally JSON.

Find out what Glenn sees as Cloudsmith's three winningest characteristics as he looks back on his first 12 months as CEO.

We recently made the Catchpoint Terraform provider available in the Terraform Registry, allowing our customers to manage their Catchpoint IPM tests with minimal configuration, enabling developers, SREs and DevOps teams to seamlessly integrate their Catchpoint data with Terraform.

Software testing plays a crucial role in ensuring that applications function correctly and meet user expectations. In this blog, we will explore the fundamental aspects of software testing, including its importance, types, and the lifecycle phases involved.