iiinova — where your digital self keeps evolving

Heba Elayoty @helayoty.org · 22/09/2026

If you didn’t listen to Saint Levant yet, please do. He is doing something very beautiful and unique… music.youtube.com/watch?v=rpy7...

music.youtube.com

5am in Paris

YouTube video by Saint Levant - Topic

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Heba Elayoty @helayoty.org · 16/09/2026

Keep working until they can’t unsee you…

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Heba Elayoty @helayoty.org · 10/09/2026

Appreciate your feedback.

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Heba Elayoty @helayoty.org · 27/08/2026

With #kubernetes v1.37 released recently, you may need to know what is happening with the Workload-aware scheduling workstream. helayoty.substack.com/p/workload-a...

helayoty.substack.com

Workload-Aware Scheduling in Kubernetes 1.37

Building Blocks, the workloadbuilder Library, and Controller Integration

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Heba Elayoty @helayoty.org · 05/08/2026

If you are interested to know more about what we are doing in workload-aware scheduling working group, don't forget to stop by in the upcoming KubeCon NA. See you there! kubecon-cloudnativecon-north-america-2026.sessionize.com/session/1289...

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Heba Elayoty @helayoty.org · 14/06/2026

I had so much fun talking with Wiem on her podcast. I genuinely enjoyed every minute of our conversation and recording session. You can listen to the full episode: - Podbean: wiemzin.podbean.com/e/49-the-jou... - Apple podcast: podcasts.apple.com/us/podcast/4...

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Tim Hockin @thock.in · 21/03/2026

Sadly, I will not be at KubeCon this week. To show all my kubernaut friends just how much I miss you, I have a small gift. If you missed out on getting a deck of Exploding Clusters cards, well now you can play online. exploding.k8s.io Go easy on me, it's just a "free time" project. Have fun!

exploding.k8s.io

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Heba Elayoty @helayoty.org · 14/05/2026

Excited to share the new feature that I was part of in sig-scheduling for #kubernetes v1.36, the Advanced Workload-Aware Scheduling! It introduced the PodGroup API and major restructure to the Workload API which are in v1alpha2 and the integration with Job Controller. kubernetes.io/blog/2026/05...

kubernetes.io

Kubernetes v1.36: Advancing Workload-Aware Scheduling

AI/ML and batch workloads introduce unique scheduling challenges that go beyond simple Pod-by-Pod scheduling. In Kubernetes v1.35, we introduced the first tranche of workload-aware scheduling improvem...

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Heba Elayoty @helayoty.org · 11/05/2026

Kubernetes is changing one of the scheduler’s oldest assumptions: "Pod is always the right unit of scheduling". In this deep dive, we will walk through Workload-Aware Scheduling in Kubernetes, focusing on the API contract and the internals of gang scheduling. helayoty.substack.com/p/workload-a...

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Heba Elayoty @helayoty.org · 25/04/2026

Very excited to be the guest of the ACM Radio S3 | Episode 15 : Captain Kube! 🗓 Sunday, April 26th ⏰ 8:00 PM 📺 Live on YouTube Join us for a deep dive into Kubernetes and modern infrastructure. #ACM_Radio #Kubernetes #CloudNative #DistributedSystems

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Heba Elayoty @helayoty.org · 27/03/2026

Isn’t it nice to see work you contributed to being presented in the #KubeCon keynote? 😎 #kubernetes #opensource #cloudnative

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Heba Elayoty @helayoty.org · 26/03/2026

AI is moving the bottleneck in software teams from writing code to reviewing it. If 50% of AI-generated patches that pass tests get rejected by maintainers, the scarce resource isn't coding speed; it's judgment. Wrote a deep analysis on what this means for systems engineers 🧵 #Kubernetes #kubecon

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Heba Elayoty @helayoty.org · 13/01/2026

The interview with Sascha Riley is just horrible… We are being ruled by a killer, pedo, child-trafficking, psycho peace of shit… I will put the substack in the comment but huge shocking warning 😭

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Heba Elayoty @helayoty.org · 06/01/2026

My love for this feature comes from how tiny the idea is and how impactful it gives users. #kubernetes #oss

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Heba Elayoty @helayoty.org · 05/01/2026

Have you ever wondered what the container actually is? How does it work? What is the magic behind it? What is the difference between Docker and containers? Read my recent blog here 👇, and let's work through these questions together. www.helayoty.org/p/the-magic-... #containers #linux #oss #docker

helayoty.org

The Magic Behind Containers

From Kernel Primitives to Docker

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Heba Elayoty @helayoty.org · 30/12/2025

And here is the final post in the #kubernetes kube-scheduler series. Let's dig deep to know how ScheduleOne → schedulingCycle → bindingCycle is happening. Check out the full blog here 👉 open.substack.com/pub/helayoty... #oss #sig_scheduling

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Heba Elayoty @helayoty.org · 07/12/2025

Let's continue our journey inside #Kubernetes scheduler & deep dive into the cache module. In this blog, you will understand how the kube-scheduler cache works and why the scheduler needs it. Read the full blog 👉 www.helayoty.org/p/kubernetes... #OpenSource #sigScheduling #cloudnative

helayoty.org

Kubernetes Scheduler Cache System

The Foundation of Scheduling Decisions

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Heba Elayoty @helayoty.org · 03/12/2025

They brought them home but Israel won’t stop killing and burning civilians. Because it was never about “hostages”…

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thegulfofstupidity.bsky.social @thegulfofstupidity.bsky.social · 30/11/2025

If only this policy was in place for cowards that dodge the draft like Trump’s Grandfather, Father, and Trump himself.

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Heba Elayoty @helayoty.org · 30/11/2025

Two years ago, I experienced an incident within the #CNCF ecosystem that exposed serious gaps in how harassment, pile-ons, and reputational attacks were handled. The systems meant to protect contributors simply weren’t there. 🧵

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Heba Elayoty @helayoty.org · 30/11/2025

Kubernetes scheduling rarely feels like magic ... because it isn’t. I just published a deep-dive blog post, “Kubernetes Scheduler & Queue Management,” on how the scheduler’s queueing logic works. Check it out 👉 open.substack.com/pub/helayoty... #Kubernetes #CloudNative #K8s #Scheduling

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Heba Elayoty @helayoty.org · 30/11/2025

To every lawful immigrant and naturalized citizen who recognizes themselves in this: you are not guests in this country. We are Americans. We have the right to speak, to vote, to organize, and we will use those rights to defend our place here. @whitehouse-47.bsky.social

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Heba Elayoty @helayoty.org · 30/11/2025

When I see the official White House account sharing messages like this from the current president of the United States, I don’t see an abstract “policy debate.” 🧵 @rokhayadiallo.bsky.social @asmmarcberman.bsky.social @aclu.org

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Heba Elayoty @helayoty.org · 15/11/2025

Just published a new post in my #Kubernetes scheduler series, a complete reference to in-tree #scheduler plugins. If you’re building, operating, or debugging k8s scheduler, this is meant to be your map. medium.com/@helayoty/ku... #CloudNative #DevOps #DistributedSystems #Golang #OpenSource

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Heba Elayoty @helayoty.org · 14/11/2025

Attending #KubeCon NA was a reminder of a truth I haven’t forgotten... The investigation into the harassment I reported took almost a year, and confirmed I was the victim. Yet, I received no acknowledgment from #CNCF leadership. That silence left a lasting impact. It still does. (1/3)

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Heba Elayoty @helayoty.org · 12/11/2025

It’s nice to see your work make it into the next #kubernetes release (v1.35) 😎 #opensource #sigscheduling #kubecon

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Raimo Kangasniemi @rk70534.bsky.social · 05/11/2025

This is absolutely disgusting from #Google and #Youtube. Absolutely disgusting. bsky.app/profile/pale... #FreePalestine #Gaza #GazaStrip #HumanRights #Israel #News #Palestine #PalestineNews #WorldNews #Zionism

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Heba Elayoty @helayoty.org · 05/11/2025

The hate toward Muslims these past weeks has been overwhelming. I try to keep living and moving, but it does ache. Being dehumanized publicly is not something you just “ignore”.

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Heba Elayoty @helayoty.org · 05/11/2025

I don’t know how I can love her more than what I do 💚

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NBC News @nbcnews.com · 05/11/2025

Zohran Mamdani: "So Donald Trump, since I know you're watching, I have four words for you: Turn the volume up."

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Heba Elayoty @helayoty.org · 02/11/2025

🚨 New blog post: Your guide to Extend Kubernetes Scheduler If you’ve ever wondered how to customize pod placement or build your own scheduling logic, this one’s for you. medium.com/@helayoty/yo... #Kubernetes #CloudNative #OSS #k8sscheduler

medium.com

Your guide to Extend Kubernetes Scheduler

This is part of a series of blog posts exploring the Kubernetes kube-scheduler. See also Deep Dive into the Kubernetes Scheduler Framework.

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Heba Elayoty @helayoty.org · 21/10/2025

📘 Read about the requirements here: amalinitiative.notion.site/Online-Maste... 📝 Apply here: amalinitiative.org#horizon-mast...

amalinitiative.org

Amal Initiative

Amal is an initiative to revive hope among displaced communities.

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Heba Elayoty @helayoty.org · 20/10/2025

New blog: Deep Dive into the Kubernetes Scheduler Framework Covers extension points, plugin orchestration, and more Check it here 👇👇 #Kubernetes #DevOps #CloudNative #k8s #Golang #OpenSource

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Heba Elayoty @helayoty.org · 19/10/2025

Ready to take the next step? ▶️Apply Now: amalinitiative.org#english-cohort ▶️Volunteer via @volunteersforpalestine.org: volunteersforpalestine.org/volunteer

amalinitiative.org

Amal Initiative

Amal is an initiative to revive hope among displaced communities.

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Heba Elayoty @helayoty.org · 14/10/2025

When you look at the face of my friend Lina, you feel like you’re seeing Palestine. When you talk to her, it feels like you’re talking to Gaza, with all its strength, beauty, and pain. (1/2)

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Heba Elayoty @helayoty.org · 06/10/2025

Most people think the Kubernetes scheduler makes scheduling decisions itself. Well, it doesn’t. The real power lies elsewhere. 🧵 Let’s talk about how the kube-scheduler is actually a plugin-first orchestration engine, not a decision-maker.

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Heba Elayoty @helayoty.org · 17/09/2025

They are live now. Share… donate … don’t be silent www.youtube.com/live/RWBVHFv...

youtube.com

Together for Palestine

YouTube video by Brian Eno

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Heba Elayoty @helayoty.org · 04/08/2025

We’ve just released the first version of the #kubectl #krew plugin for #kaito. Check out the release and try it out: github.com/kaito-projec... Feedback and contributions are welcome as we continue to evolve the plugin. #kubernetes #oss

github.com

GitHub - kaito-project/kaito-kubectl-plugin: A kubectl plugin for deploying and managing AI/ML models using Kaito.

A kubectl plugin for deploying and managing AI/ML models using Kaito. - kaito-project/kaito-kubectl-plugin

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Heba Elayoty @helayoty.org · 02/08/2025

Imagine a solider who went to war zones for 25 years breaks down in the front of camera when he was talking about Gaza…. Video Part (1/3)

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