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This talk explores what happens when the abstractions we create for scalability and flexibility start clashing with user experience. From bridging the knowledge gap between the underlying technology and the end users, to managing the growing complexity that comes with more configuration options, share what worked, what didn't, and what we learned along the way. We'll also dive into one of the hardest aspects of maintaining large laC systems, testing. How do you ensure reliability when every configuration combination could lead to a different infrastructure outcome? And how can we build meaningful observability that focuses not only on infrastructure health, but on giving users actionable insights to optimize performance and control costs? ---------- ABOUT LUIS: Managing multiple CI/CD requirements presents significant challenges. Dealing from different operating systems, non-containerized solutions to high-resource-demand pipelines and specific tool versions— How can all these needs be met while ensuring scalability, cost-effectiveness, and adherence to best practices on a cloud platform? This talk introduces Fleeting Runners, a solution that delivers to development teams the ability to set up their own GitLab Runners abstracting underlayer infrastructure and observability management efforts. ---------- Heapcon is a regional tech conference for software engineers and tech businesses, organized by Heapspace. https://heapcon.io Follow Heapcon on social media: Twitter: / heapconf LinkedIn: / heapcon Instagram: / heapcon Facebook: / heapcon Meetup: https://www.meetup.com/Heapspace/