Learn EDR Internals: Research & Development From The Masters
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Learn about Cloud Scouts, an innovative service from SOUTHWORKS that embeds senior software engineers directly within product development teams to bridge the traditional gap between SRE operations and product development. Discover how this 35-minute conference talk, presented by Johnny Halife (CTO of SOUTHWORKS) at KubeCon North America 2025, addresses the limitations of traditional SRE practices that often operate in silos and focus solely on uptime monitoring without understanding application context. Explore how Cloud Scouts function as embedded partners who possess both domain expertise and rapid prototyping abilities, working collaboratively with software engineers, platform engineers, and architects to identify root causes rather than just surface-level errors. Understand the integration of AI-powered companions that analyze telemetry data and propose solutions while maintaining human oversight for accuracy and business alignment. Examine the three-month assessment methodology used to establish baselines and achieve measurable improvements in alert fatigue reduction, faster time to resolution, and enhanced system reliability. Gain insights into how this approach promotes end-to-end ownership, facilitates knowledge sharing, and accelerates adoption of new technologies like AI, while empowering customer teams to become more self-sufficient over time through transparent collaboration rather than traditional consulting models.
Syllabus
Cloud Scouts are Embedded (Human) Builders for the Cloud Native Frontier with SOUTHWORKS
Taught by
Tech Field Day