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Matyas Prokop

@maty0609

Trying to make the ping work, Technology Director in Natilik, Ex-Googler, OSS, Kubernetes, HashiCorp, Bubakov.net co-founder

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30.10.2024
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Latest posts by Matyas Prokop @maty0609

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Updating my vLLM with new Qwen3.5. It is down for less than an hour and OpenClaw is already complaining about not having tokens from my Gemini Pro subscription. Hungry bastard.

04.03.2026 21:25 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Matyas’ Notes It is a week 1 me running my AI rig after GPU has arrived last week. Few first observations: GPUs are big and heavy! And expensive…. The ability of having server which can generate tokens β€œfor free” I...

Week 1 with my new AI Rig

blog.matyasprokop.com/ai/rig/-/wee...

22.01.2026 22:30 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

This talk www.youtube.com/watch?v=_c9C... reminded me @bcantrill.bsky.social for two reasons:

1) @oxide.computer offices are across the street
2) Lawrence Levy wrote great book about his journey in Pixar which I'm not sure has been mentioned in any of his podcasts.

24.11.2025 18:51 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
My new home AI server - Part 3 - The Eagle has landed The eagle has landed. I was finally able to finish the build of my AI rig - without GPU for now. I will explain later.

The eagle has landed. Little bit more info on my new AI rig.

www.matyasprokop.com/ai/linux/hom...

29.09.2025 21:54 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Finally was able to finish the base built for my AI rig this weekend. Installed Proxmox, installed couple of VMs and was able to migrate my web site from AWS to this beauty. My blog is now running from my living room. Time to shut down my AWS environment.

28.09.2025 21:24 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Matyas’ Notes As Simon has recently pointed out: I think β€œagent” may finally have a widely enough agreed upon definition to be useful jargon now The example the industry feels the same is Huggingface introducing ne...

AI agents and more new benchmarks

blog.matyasprokop.com/llm/gaia/oss...

25.09.2025 22:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Matyas’ Notes Without a doubt there is a strong momentum for AI inferencing and therefore for new AI inferencing hardware. We are beyond the point where AI inferencing has been dominated by Nvidia, AMD, Intel and m...

Met with Positron today. New AI inferencing company. Few notes on them. I will follow up with more detailed write up in few weeks.

blog.matyasprokop.com/ai/inferenci...

23.09.2025 21:45 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Matyas’ Notes Run, Jarmil, run!. I have watched this video last week on holidays and couldn’t stop thinking about it. Live demo of Unitree G1 robot. The video is in Czech language but turn on English subtitles and ...

A look at the impressive capabilities of the Unitree G1 robot, and some thoughts on the exciting convergence of AI and hardware in the field of robotics.

17.09.2025 14:20 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Matyas’ Notes Llm-d team released new post which is focusing on intelligent inference serving and how LLM is different from stateless web requests. Worth to read. Looking little bit more deeper on what should be th...

Llm-d team released new post which is focusing on intelligent inference serving and how LLM is different from stateless web requests. Worth to read.

blog.matyasprokop.com/ai/linux/llm...

04.09.2025 21:42 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Matyas’ Notes Measuring GPU Passthrough Overhead Using vfio-pci on AI Linux. I’m currently in the stage I’m assessing the impact of hypervisor on GPU performance. Does it mate difference if I’m running AI workloads...

Does GPU passthrough has any impact on performance? Looks like it does but it is negligible.

02.09.2025 11:12 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
My new home AI server - Part 2 - MOBO, CPU, Memory, Storage etc. My new home AI server - Part 2 - MOBO, CPU, Memory, Storage etc.

My home AI rig AKA great data repatriation project is nicely starting to take some shape

blog.matyasprokop.com/articles/202...

29.08.2025 12:35 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Nokia becoming new challenger in DC space

28.02.2025 17:33 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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#TFDx Biggest launch since Cisco ACI in Cisco Datacenter networking. Cisco HyperFabric presentation now. "There is no IPv4 traffic in fabric unless you configure IPv4 SVI" - This is probably the first IPv6 native fabric in history of Cisco. Brave.

11.02.2025 15:09 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Is it 2019 again?

11.02.2025 14:36 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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#TFDx Cisco Silicon One is arriving into SP world. We will see simplification in the SP portfolio but we will see some trade offs in locking you in more into their ecosystem. Cisco is becoming vertically integrated company like Apple in phone and computer world.

11.02.2025 12:41 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

It feels like Intel still don't have the focus. If they plan to beat AMD in CPU and Nvidia in GPU they need laser focus on what is their niche. Like every small company trying to beat big guys you have to understand what is your niche. Intel lost it in all those years of dominance.

10.02.2025 13:55 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

2) GPUs - Falcon Shores cancelled (I assume they wouldn't be competitive) and focus is now on Jaguar. Those fast cycles in GPU generations are just too fast for Intel. And based on the parameters Intel assumes they will compete with H100 in 2-3 years? Nvidia will be at that time 2 generations ahead.

10.02.2025 13:55 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Yes there are some positive signs however - 1) CPUs - still very much behind in terms of amounts of cores per CPU. Diamond Rapids with 182 cores pushed out behind 2026(AMD has 192 cores in 2024). I know cores is not everything but for most of enterprises amount of cores is THE number they decide on.

10.02.2025 13:55 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I'm back at #CiscoLiveEMEA and spent first couple of hours with #intel product team.

10.02.2025 13:55 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I listen barely any podcasts but I try never miss your new episodes. Finally managed to listen this episode and it is one of the best ones. So much goodness there.

09.02.2025 13:11 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Just got off an hour internal call with engineering, where we have discussed tools like Microsoft Copilot, agents, Cursor, Perplexity, o3-mini, DeepSeek, and how each of us is leveraging them for different tasks. This transformation in our field is already happening.

04.02.2025 21:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

It teaches also one important lesson which I very often remind to my team: "Necessity is the mother of innovation". That's important not just for your career but for life in general.

27.01.2025 18:48 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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This is interesting. Perplexity Pro basically offers either 10x ChatGPT-o1 or unlimited DeepSeek R1 requests. If they are both comparable in terms of quality (and based on my brief testing they are) this is no brainer and I'm sure that's where this is heading. Race to the bottom starts this week.

27.01.2025 15:08 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Intel to spin off venture capital arm as chipmaker tries to cut costs Troubled Silicon Valley company also under pressure for investments in China

Spinning off venture capital arm and also spinning off large innovation incubator. This very short sighted and will hit Intel in longterm.

15.01.2025 13:40 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The Data Dash #2: AI New Frontiers, Zucky and bananas

I just published The Data Dash #2: AI New Frontiers, Zucky and bananas. Check it out here newsletter.matyasprokop.com/posts/the-da...

14.01.2025 23:03 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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My returns to Prague always starts with proper lunch. Good to be back home.

01.01.2025 14:32 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I'm launching my newsletter: newsletter.matyasprokop.com
Each month, I'll dive into interesting developments in AI, semiconductors, datacenters, open source, and the cloud. A curated list of 10 short articles or topics with quick summaries, 2-3 longer articles for a deeper dive and short essay.

08.12.2024 23:05 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Since we are on Bluesky I would really recommend to read this book. Fantastic read not just about takeover of Twitter by Elon but also beginnings of Bluesky.

30.11.2024 10:43 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Who did this?!

21.11.2024 13:15 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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β€œThis shouldn’t have work! I don’t understand!” πŸ˜‚ Max from Pure trying to break FlashArray with pulling 3 drives, NVRAM module and single power supply. Unsuccessfully. #puretechnical

19.11.2024 11:35 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0