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    Case study · Software and market intelligence

    Four tools, one runtime, no production disruption.

    A software and market intelligence company consolidated CloudBees CI, GitLab, SonarQube and JFrog onto one managed runtime on AWS EKS, with workloads separated and cost brought under control.

    The toolchain before

    Four tools, four operating models.

    Each tool worked. Together they were four upgrade cycles, four access models, and four places to look when something failed.

    The cost of that arrangement is rarely on anyone's budget line, because it is paid in engineering time rather than license fees.

    What changed

    Workloads separated. Cost controlled.

    One runtime on AWS EKS, with the workloads separated so one tool's bad afternoon is not everyone's.

    In the company's own words, the engagement produced one runtime, one service level, and one trail across all four tools. The migration ran without disrupting production, which for a consolidation of this shape is the whole test.

    Next step

    Bring us the toolchain nobody owns.

    We will look at what consolidating it would mean, and what we would move first.