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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

The 7 Most Common Incident Mistakes (and How to Prevent Them)

The hidden blockers slowing down your incident response and how to remove them before they become reliability risks. Incidents rarely go wrong because of one big failure. Most of the time, it’s a handful of small, familiar mistakes that slow teams down, muddy communication, or create confusion in the heat of the moment. Fortunately, these mistakes are predictable and fixable.

Packaging Operations Runbooks with Puppet Edge Workflows

Puppet Edge Workflows, available with Puppet Enterprise Advanced, provide the orchestration tools to define multistep workflows to run against your infrastructure. This allows Puppet experts to create workflows that Ops teams can run without having deep Puppet language knowledge or the underlying infrastructure.

What's New in MariaDB 12: Full Release Guide

It is no longer news that MariaDB 12 has officially landed, and it’s making waves across the database world. For over a decade, MariaDB has been the go-to open-source database for developers and businesses seeking a stable and innovative MySQL-compatible platform. This new release further enhances its value. MariaDB 12 delivers major performance upgrades, new features, and significant redesigns to enhance speed, scalability, and developers’ experience.

Better integration tests in Cursor using proxymock

Cursor is fantastic at cranking out code changes. I recently used it to splice a brand-new downstream API call into one of our Go microservices, and the diff looked great. The unit tests finished before I lifted my coffee mug, yet I still had zero certainty the change would survive contact with real traffic. That gap is all about integration tests, so I paired Cursor with proxymock and the outerspace-go demo service to prove the behavior end to end.

AI wrote the code, but can you trust it? #aicoding #integration #cursor #devops #speedscale

Using AI coding tools like Cursor is fast, but it leaves a massive question: Is the new code going to break production? We solve this by combining Cursor with Proxymock! I take a live traffic snapshot of my running app, feed it back to the AI, and instantly run realistic integration tests locally. It's the only way to get true confidence before you push. Watch the full video below!