Remigiusz Samborski's Avatar

Remigiusz Samborski

@rsamborski

20+ years of experience in IT. Holds multiple PM and Cloud certifications. Currently works as Lead Developer Relations Engineer at Google Cloud. https://linktr.ee/rsamborski

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25.11.2024
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Latest posts by Remigiusz Samborski @rsamborski

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Builders Day 2026 in Berlin Join us for an engineering-first day in Berlin on March 17. Build autonomous AI Agents, master the "Vibe Coding" workflow, and dive into hands-on labs

Link: cloud.google.com/events/build...

04.03.2026 13:17 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Join my workshop at Builders Day Berlin on March 17. Build MCP servers, connect Gemini CLI, and deploy AI Agents to Cloud Run. Get hands-on experience with ADK. ๐Ÿš€

Registration link in the comments ๐Ÿ‘‡

#GoogleCloud #CloudRun #BerlinTech #AI #Developers

04.03.2026 13:17 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
Serverless AI: EmbeddingGemma with Cloud Run ย |ย  Google Codelabs Deploy EmbeddingGemma on Cloud Run with GPUs and use it to build a simple RAG application.

Lab link: goo.gle/4kPLatT

24.02.2026 11:25 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Run EmbeddingGemma on Cloud Run with L4 GPUs! ๐Ÿš€

New lab shows you how to:
- Package everything in Docker ๐Ÿณ
- Deploy to serverless GPUs โšก
- Build a semantic search app ๐Ÿ”

Scale your RAG systems without managing infra. Link in comments๐Ÿ‘‡

#CloudRun #Gemma #AI #Serverless

24.02.2026 11:25 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Getting Started with Gemini 3 Pro Image | Google Cloud Blog Unlock the power of Gemini Pro and scalable AI apps. Learn exactly how to sign up for the Google Cloud Free Trial to get $300 in credit and access the valuable Free Tier.

Link: cloud.google.com/blog/topics/...

19.02.2026 12:08 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Check out this infographic! ๐Ÿ“Š No UX experience? No problem.

I dropped a new guide on grabbing a #GoogleCloud Free Trial to enable Nano Banana Pro and start playing with high-fidelity visuals. ๐ŸŒ

Link in the comments๐Ÿ‘‡

#Gemini3 #NanoBananaPro #WinterOlimpics

19.02.2026 12:08 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Antigravity the Ralph Wiggum style The Ralph Wiggum trend has been surfacing across social platforms lately. If youโ€™re tracking current tech developments, itโ€™s hard to missโ€ฆ

Blog link: medium.com/google-cloud...

05.02.2026 12:42 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Stop babysitting your AI agents. ๐Ÿผ The "Ralph Wiggum" loop is all about autonomous, self-correcting Agent that doesn't stop until the job is done.

Iโ€™m using Antigravity to handle grind while I focus on other tasks.

Full guide below! ๐Ÿš€

#AI #Antigravity #Coding #RalphWiggum

05.02.2026 12:42 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Accelerate AI with Cloud Run - Warsaw This is a global series of hands-on workshops and online events that teaches developers how to build, secure, and scale AI applications on Cloud Run.

Register at: rsvp.withgoogle.com/events/accel...

29.01.2026 12:36 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Warsaw! ๐Ÿ‡ต๐Ÿ‡ฑ Ready to build production-grade AI?

Join the Accelerate AI with Cloud Run workshop at Google for Startups Campus. Weโ€™re going hands-on with: โœ… ADK โœ… GPU acceleration โœ… MCP Servers

Limited spots available for Feb 17th! ๐Ÿ‘‡

#GoogleCloud #CloudRun #AI #Warsaw

29.01.2026 12:36 ๐Ÿ‘ 2 ๐Ÿ” 2 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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GitHub - rsamborski/sweets-vault: A child shows their homework to the Sweets Vault. The Agent scans it, critiques the solution, and decides the effort is worth a prize. It unlocks a drawer with sweets... A child shows their homework to the Sweets Vault. The Agent scans it, critiques the solution, and decides the effort is worth a prize. It unlocks a drawer with sweets. - rsamborski/sweets-vault

GitHub: github.com/rsamborski/s...

27.01.2026 17:59 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Sweets Vault Demo - AI HW Hackathon
Sweets Vault Demo - AI HW Hackathon YouTube video by Remigiusz Samborski

Stage 1 of the Sweets Vault is done. ๐Ÿฌ๐Ÿ”’

Got the LED Matrix showing lock status and the Gemini agent validating homework tasks. A simple but functional start to the hardware-AI integration.

www.youtube.com/watch?v=TMSt...

Link to GitHub in for those interested in comments ๐Ÿ› ๏ธ

#AgenticAI #AI #Gemini

27.01.2026 17:58 ๐Ÿ‘ 1 ๐Ÿ” 2 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Building Sweets Vault๐Ÿฌ๐Ÿ”’โ€”an AI treat box for my kids!

To unlock the electromagnets, they have to convince a Gemini agent that homework is DONE๐Ÿค–

Parts arrived, let the implementation chaos begin! ๐Ÿ› ๏ธ Follow for updates.

Whatโ€™s your 2026 side project?

#AI #Gemini #AgenticAI

12.01.2026 10:46 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Antigravity and Nano Banana Pro with Remik | The Agent Factory Podcast
Antigravity and Nano Banana Pro with Remik | The Agent Factory Podcast YouTube video by Google Cloud Tech

Link: youtu.be/XCGbDx7aSks?...

12.12.2025 10:21 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Coding shouldn't feel like fighting gravity๐Ÿ‹๏ธโ€โ™‚๏ธ

I joined Vlad Kolesnikov on The Agent Factory Podcast to demo #Antigravity.

We hooked up a #MCP server, generated assets live, and geeked out on the architecture.

[Link in replies]

#AgenticAI #Agents #Gemini3 #GoogleCloud #NanoBananaPro

12.12.2025 10:21 ๐Ÿ‘ 5 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Serverless AI: EmbeddingGemma with Cloud Run Learn how to deploy latest EmbeddingGemma model to Cloud Run with GPU support.

Link to original blog post: medium.com/google-cloud...

02.12.2025 11:59 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Tested Nano Banana Pro with a single prompt: "Make an infographic of this blog post."

The result? Absolute magic. ๐Ÿช„โœจ

Recording the Antigravity demo this week. Canโ€™t wait to share the video! ๐Ÿคž

#NanoBananPro #AI #TechDemo

02.12.2025 11:59 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Turned myself into a Banksy with Nano Banana Pro (Family Guy S23E16 style!) ๐ŸŒ๐ŸŽจ

Real talk: Itโ€™s #Movember. ๐Ÿฅธ

Devs, your body needs observability too. The PSA blood test is the easiest unit test for men.

Donโ€™t ignore the logs. Get checked! ๐Ÿฉธโœ…

#Movember #NanoBananaPro #FamilyGuy #Banksy #PSA

25.11.2025 08:55 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Great content - I can highly recommend it for everyone who thinks seriously about running AI in prod!

19.11.2025 15:17 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Au revoir, Paris! ๐Ÿ‡ซ๐Ÿ‡ท Just wrapped the EMEA leg of Accelerate AI with Cloud Run.

๐Ÿคฏ Developers are seeing how easy it is to deploy Agents in Cloud without complex ops. Minimal fuss, max power.

Next up: ๐Ÿ‡ฎ๐Ÿ‡ณ & ๐Ÿ‡ฎ๐Ÿ‡ฉ! Don't miss it!

๐Ÿ”— goo.gle/accelerate-ai

05.11.2025 10:55 ๐Ÿ‘ 4 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Dublin, you crushed #AccelerateAI with #CloudRun! ๐Ÿ‡ฎ๐Ÿ‡ช Loved the deep dives into serverless AI scaling, prompting, and evaluation. And yes, we got the full Dublin weather experience (sun, rain, & a ๐ŸŒˆ)! ๐Ÿ˜‰

Next up: Munich this Friday! ๐Ÿ‡ฉ๐Ÿ‡ช

#GoogleCloud #AI #Serverless #DevCommunity

29.10.2025 22:18 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐Ÿงน This Halloween Accelerate AI with Cloud Run lands in Munich! ๐Ÿ‡ฉ๐Ÿ‡ช

Join @kweinmeister.bsky.social, Shir Meir Lador, @caseywest.bsky.social and me to learn that Cloud Run,Gemini,GPUs aren't so scary after all!๐Ÿ˜ฑ

๐Ÿ‘‰Register: goo.gle/accelerate-a...
Seats are limited!

#AI #CloudRun #GoogleCloud #Munich

06.10.2025 09:18 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Dublin ๐Ÿ‡ฎ๐Ÿ‡ช we're coming!
Learn to build AI agents and deploy your MCP servers to production scale.

Register: goo.gle/accelerate-ai-dublin
Seats are limited!

Shir Meir Lador @kweinmeister.bsky.social @caseywest.bsky.social
#AI #AIagents #MCPServers #CloudRun #Workshop @GoogleCloudTech #DublinEvents

30.09.2025 12:51 ๐Ÿ‘ 1 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Serverless AI: EmbeddingGemma with Cloud Run Learn how to deploy latest EmbeddingGemma model to Cloud Run with GPU support.

Link: medium.com/google-cloud...

25.09.2025 09:39 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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In continuation of my journey with Serverless AI, I've published a post showcasing EmbeddingGemma deployment on Cloud Run with GPUs! ๐Ÿคฏ Less infra, more innovation! Check it out. ๐Ÿ‘‡

Link to the Medium post is in the first comment!

#Serverless #AI #Gemma #CloudRun #GoogleCloud

25.09.2025 09:39 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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The Accelerate AI with Cloud Run tour is headed to Europe!
๐Ÿ‘‰ Register at goo.gle/accelerate-ai

Join me and the Google team in a hands-on workshop near you:
๐Ÿ“ Dublin: Oct 29 goo.gle/accelerate-ai-dublin
๐Ÿ“ Munich: Oct 31 goo.gle/accelerate-ai-munich
๐Ÿ“ Paris: Nov 4 goo.gle/accelerate-ai-paris

19.09.2025 15:08 ๐Ÿ‘ 3 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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GitHub - GoogleCloudPlatform/cloud-run-mcp: MCP server to deploy apps to Cloud Run MCP server to deploy apps to Cloud Run. Contribute to GoogleCloudPlatform/cloud-run-mcp development by creating an account on GitHub.

Using as Gemini CLI extension: github.com/GoogleCloudP...

11.09.2025 11:19 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐ŸŽ‰ Cloud Run MCP server is now available as a Gemini CLI extension! ๐Ÿš€ You can now deploy files, list services, check logs, and more right from your command line. Installation instructions in the comments below!

#CloudRun #GeminiCLI #DevTools #GCP #Developer

11.09.2025 11:18 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0
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Google Cloud Summit Poland Google Cloud Summit Poland

Ready to make your terminal smarter? ๐Ÿง 

Join me at Google Cloud Summit Poland 2025 on Oct 17th in Warsaw for my session: "Shell Yeah! Meet Gemini CLI: Your Terminal's AI Sidekick."

Don't miss it!
๐Ÿ”— cloudonair.withgoogle.com/events/summi...

#GoogleCloud #Developers #AI #Gemini #Warsaw #CloudSummit

02.09.2025 14:45 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

VertexAI: goo.gle/3VlJpZv
Blog post: goo.gle/4fSF6OS

28.08.2025 08:15 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0