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

CircleCI MCP server: Natural language CI for AI-driven workflows

The pace of software development has changed. With AI coding assistants now embedded into engineering workflows, developers are building faster, shipping sooner, and writing more code than ever before. But as velocity increases, so does the complexity of keeping that code running. When builds fail, developers need answers fast. They need clarity, context, and actionable feedback right where they’re working.

Kubernetes 1.33 - What you need to know

Kubernetes 1.33 is right around the corner, and there are quite a lot of changes to unpack! Removing enhancements with the status of “Deferred” or “Removed from Milestone” we have 64 Enhancements in all listed within the official tracker. So, what’s new in 1.33? Kubernetes 1.33 brings a whole bunch of useful enhancements, including 35 changes tracked as ‘Graduating’ in this Kubernetes release.

Four reasons to explore a migration from Bitbucket Data Center to Bitbucket Cloud

With built-in CI/CD, native security tools, integrated planning, and AI agents, Bitbucket Cloud helps organizations accelerate productivity, improve engineering standards, and enhance collaboration across developers, operations and business teams. Moving to the cloud also helps lower costs by freeing up hardware budgets and IT resources. And you can rest easy knowing developers will stay productive on a secure and reliable platform. Curious about exploring a migration to Cloud?

SLSA: A Route to Tamper-Proof Builds and Secure Software Provenance

SLSA (Supply-chain Levels for Software Artifacts, pronounced ‘salsa’) is a progressive, industry-backed software security framework that safeguards software integrity throughout the development and delivery lifecycle. SLSA adoption is ramping up in industries where trust isn’t optional. As dependencies proliferate and threats multiply, SLSA provides a solid, structured path to prove that software is secure by design.

Building a Software Data Retention Strategy and Why You Need One

Every day, your developers are pushing software. Some of that software will make it to production, but many of those incremental builds will not. While you shouldn’t remove those incremental builds and old release versions haphazardly, if left unchecked, they can clog up your software repositories as well as the workflows and systems they serve.

How to use LLMs to generate test data (and why it matters more than ever)

The way software is written is changing fast. In the past few years, AI coding assistants and large language models (LLMs) have gone from novelty to necessity for many developers. Tools like Cursor, ChatGPT, and custom in-house models are helping teams generate boilerplate, scaffold features, and even build entire apps within minutes. It’s exciting. But it also raises the stakes. When code is written faster, it’s deployed faster.

Cloudsmith introduces EPSS Scoring in Enterprise Policy Management (EPM)

Cloudsmith’s Enterprise Policy Management (EPM) now supports the Exploit Prediction Scoring System (EPSS), a data-driven metric designed to estimate the probability of a software vulnerability being exploited in the wild. Using EPM in Cloudsmith, you can now use a package’s EPSS score to inform your package workflows, including those around Package Promotion and Package Quarantine.

Benchmarking Kotlin Coroutines performance with CircleCI

A benchmark can be interpreted as a standard of comparison used to assess something. In everyday life, for example, when we want to buy a new cellphone and want to know which one is faster, we can see the speed test (benchmark) by measuring how fast the cellphone opens applications or runs games. From there, we can compare which cellphone is better based on the numbers produced.