--- title: "Ivan Tymoshenko (@ivan-tymoshenko) | Hashnode" description: "Ivan Tymoshenko (@ivan-tymoshenko) writes on Hashnode. Read their latest articles and follow their work." url: "https://hashnode.com/@ivan-tymoshenko" --- @ivan-tymoshenko # Ivan Tymoshenko @ivan-tymoshenko · Warsaw, Poland · Joined April 2026 ### [Introducing the ICC Planner Plan Ahead, Scale with Confidence](https://blog.platformatic.dev/introducing-the-icc-planner-plan-ahead-scale-with-confidence?utm_source=hashnode&utm_medium=feed) How the ICC Planner uses historical capacity patterns and scheduled events to prepare Kubernetes workloads for demand before it arrives. 12 min read · [blog.platformatic.dev](https://blog.platformatic.dev/introducing-the-icc-planner-plan-ahead-scale-with-confidence?utm_source=hashnode&utm_medium=feed) [Aug 25](https://hashnode.com/posts/introducing-the-icc-planner-plan-ahead-scale-with-confidence/6a8da154cd9eb40fea5f06bd) ### [AWS ECS auto-scaler is broken (don’t worry, we’ve fixed it)](https://blog.platformatic.dev/aws-ecs-autoscaler-vs-platformatic-icc?utm_source=hashnode&utm_medium=feed) How Platformatic ICC Outperforms AWS ECS Target Tracking and Step Scaling 25 min read · [blog.platformatic.dev](https://blog.platformatic.dev/aws-ecs-autoscaler-vs-platformatic-icc?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/aws-ecs-autoscaler-vs-platformatic-icc/6a21a6ed47270a41c4f62bf8) [Jun 4](https://hashnode.com/posts/aws-ecs-autoscaler-vs-platformatic-icc/6a21a6ed47270a41c4f62bf8) ### [Ahead of Time Scaling: How Platformatic ICC Predicts and Provisions](https://blog.platformatic.dev/ahead-of-time-scaling-platformatic-icc-predictive-autoscaling?utm_source=hashnode&utm_medium=feed) How Platformatic ICC uses predict autoscaling to provision K8S pods ahead of demand, reduce latency, & outperforming HPA & KEDA for Node.js workloads. 26 min read · [blog.platformatic.dev](https://blog.platformatic.dev/ahead-of-time-scaling-platformatic-icc-predictive-autoscaling?utm_source=hashnode&utm_medium=feed) [Apr 30](https://hashnode.com/posts/ahead-of-time-scaling-platformatic-icc-predictive-autoscaling/69f3677f569f918e434c27dc)