From ECS to Kubernetes: A Real Migration Story, with Radosław Miernik episode artwork

EPISODE · Feb 24, 2026 · 38 MIN

From ECS to Kubernetes: A Real Migration Story, with Radosław Miernik

from KubeFM

Migrating from ECS to Kubernetes sounds straightforward — until you hit spot capacity failures, firewall rules silently dropping traffic, and memory metrics that lie to your autoscaler.Radosław Miernik, Head of Engineering at aleno, walks through a real production migration: what broke, what they missed, and the fixes that made it work.In this interview:Running Flux and Argo CD together — Flux for the infra team, Argo CD's UI for developers who don't want to touch YAMLHow the wrong memory metric caused OOM errors, and why switching to jemalloc cut memory usage by 20%Splitting WebSocket and API containers into separate deployments with independent autoscalingFour months of migration, over 100 configuration changes in the first month, and a concrete breakdown of what platform work looks like when you can't afford downtime.SponsorThis episode is sponsored by LearnKube — get started on your Kubernetes journey through comprehensive online, in-person or remote training.More infoFind all the links and info for this episode here: https://ku.bz/x6wFMhVsxInterested in sponsoring an episode? Learn more.

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From ECS to Kubernetes: A Real Migration Story, with Radosław Miernik

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This episode was published on February 24, 2026.

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Migrating from ECS to Kubernetes sounds straightforward — until you hit spot capacity failures, firewall rules silently dropping traffic, and memory metrics that lie to your autoscaler.Radosław Miernik, Head of Engineering at aleno, walks through a...

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