Simplifying cloud native for all | for sponsorship queries contact kubesimplify@gmail.com
Joined March 2022
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25 Jun 2025
Learn Kubernetes Today!
In this course you learn about the core concepts including demos of CNI, kube proxy & CoreDNS.
A project based learning where you deploy multi microservices app with db.
Go learn today & do not forget to subscribe to Kubesimplify.
youtu.be/EV47Oxwet6Y?si=-xW-โฆ
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Jun 12
NetEase Games cut LLM cold starts 42 min โ 30 sec ๐งต
(Best inference postmortem of the year. None of the techniques are exotic.)
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Jun 12
THE PATTERN
None of these is exotic. All are known techniques.
The wins came from applying all five together and treating cold start as a top line business metric, not a backlog item.
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Jun 12
Most teams say "we'll get to it."
NetEase made it the number one priority for a full quarter.
That is the actual lesson.
Save this thread.
Every platform engineer running inference at scale needs this playbook.
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Jun 12
NetEase Games cut LLM cold starts from 42 minutes to 30 seconds.
84x reduction. Same hardware. Same models.
The how is more interesting than the what: image caching, pre-warming, scheduling gates, tiered storage.
Carousel thread tonight ๐งต
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kubesimplify retweeted
Jun 10
Bookmark this: Local LLM resources for 2026
- llama.cpp: inference GGUF
- Hugging Face Hub: model cards weights
- Ollama: easiest local start
- r/LocalLLaMA: hardware benchmarks
- Ahead of AI: deep explainers
- KubeSimplify: DGX Spark series
Pick one. Build this week.
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Jun 11
Read this today!
Jun 9
The day 4 of DGX spark series will drop tomorrow - some more edits I did today and I will review one fnal time tomorrow and then publish :) this one is roughly 25 minute read and I can't wait for you all to learn about quantization in very simple terms.
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kubesimplify retweeted
Jun 11
๐จ Introducing kiac(Kubernetes in apple containers)
I just moved to apple containers for my kubernetes clusters.
With apple containers 1.0, each container boots as its own lightweight VM. So I built kiac on top of it, why not?
- every node = a real VM with its own kernel
- kubectl top works out of the box
- type: LoadBalancer gets a real EXTERNAL-IP
- PVCs just bind
- no Docker, no Lima, no QEMU
Command: brew install saiyam1814/tap/kiac
Do try, give a star and show some love by sharing :) issues/contributions are welcome.
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Jun 11
Linux Foundation Tokenomics Foundation ๐งต
(One of the most under-covered cloud-native announcements of June 2026.)
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Career implication: "platform engineer who can articulate token efficiency in dollar terms" becomes hireable as distinct from a K8s admin.
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Bigger point: when LF creates a foundation for X,
X has matured.
AI tokens are now mature enough for economic standards.
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