When running a cloud service, it’s never good for customers to be the first people noticing an issue. It happened to our customers over the course of a few months, and we began to accumulate a series of reports of unpredictable start-up times for Docker jobs. At first the reports were rare, but the frequency began to increase. Jobs with high parallelism were disproportionately represented in the reports.

The recently released JFrog Xray versions 3.31 & 3.32 have brought to the table a raft of new capabilities designed to improve and streamline your workflows, productivity and user experience. The new features, detailed below, solidify Xray as the optimum universal software composition analysis (SCA) solution for JFrog Artifactory that’s trusted by developers and DevSecOps teams to identify and eliminate open source software vulnerabilities and license compliance violations from their releases.

Companies across industries are under tremendous pressure to develop and deploy IT applications and services faster and with far greater efficiency. Traditional enterprise application development falls short since it is not efficient and speedy. IT and business leaders are keen to take advantage of cloud computing as it offers businesses cost savings, scalability at the touch of a button, and flexibility to respond quickly to change.

With the trend towards smaller but more frequent software releases, your binaries and artifacts keep accumulating faster. Our enterprise customers each maintain an average of 20 million unique artifacts, adding 130% more each year. Eventually, a clutter of outdated binaries forms, and fInding the binaries you need becomes unwieldy, difficult, and confusing. Over time, your artifact repository’s performance can suffer from degradation.

I’ve been leading software teams for more than 20 years and one thing I’ve learned about metrics is that leaders tend to put too much emphasis on engineering metrics alone, without considering the bigger picture. After speaking to a range of engineering industry leaders, and poring over millions of jobs processed from software teams worldwide, we found that the most insightful and relevant metrics fall into three categories: What metrics are meaningful for your team to measure?

For the past five years, CircleCI has hired third-party penetration testing firms that hammer our product releases or infrastructure at minimum every 90 days. To date, we’ve done more than 25 of these. Sometimes they cover new product features and other times they cover infrastructure.