DevOpsDays Lima 2026

From Manual Scaling to Intelligent Automation: How Cost Visibility Saved Our Team
2026-08-27 , Manchay
All times in America/Lima
Language: English

At a federal space agency, I led DevOps teams managing Kubernetes clusters with manual scaling decisions. Every Friday, the same SREs made the same scaling calls—burning budget and burning out. When budget pressure hit, two senior engineers were on the line for termination. The breakthrough wasn't technical. It was realizing that cost visibility and intelligent automation weren't luxuries—they were survival. By giving teams visibility into cost impact, automating repetitive scaling decisions, and building trust in the system, we cut infrastructure costs significantly. Those two engineers stayed. This talk is about the leadership moves that work: how to introduce automation without losing your team's trust, and why cost optimization can be the difference between keeping or losing your best people.


Slides: devopsdays-lima-2026/question_uploads/q462-BP8RE8_I006Drf.pptx

DevOps leader with 8+ years in infrastructure and cloud operations, including high-security environments at a federal space organization. Currently in field and community leadership at CAST AI, working with SREs and platform engineers on Kubernetes automation and cloud cost challenges.
Former DevOps leader managing teams and infrastructure in mission-critical environments. Hands-on experience with Kubernetes, cloud cost optimization, and leading teams through technical and organizational change. Active in the DevOps community with speaking experience at multiple conferences, events.