Author | Lightnews

Mehul Patel @nomadicmehul.bsky.social · May 25

🚨 Big news in open-source AI!

🔥 Refact.ai is now the #1 open-source AI Agent on SWE-bench Verified, setting a new standard for AI-assisted software development.

👉 Read the full story: refact.ai/blog/2025/op...

#AI #OpenSource #SWEbench #DevTools #RefactAI #LLM #AIAgent #OpenAI

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Reposted by Mehul Patel

Docker @docker.com · Apr 28

🦀 + 🐳 = ❤️

Mehul Patel @nomadicmehul.bsky.social · Apr 26

🚀 In case anyone wants to try using a Docker model runner with Rust, I’ve put together a simple starter repo! 🦀🐳

👉 github.com/nomadicmehul...

Give it a spin and let me know what you build! #RustLang #Docker #AI #GenAI

@docker.com @rust-lang.org

GitHub - nomadicmehul/Hello-GenAI-Rust: This is a Rust implementation of the Hello-GenAI application.

This is a Rust implementation of the Hello-GenAI application. - nomadicmehul/Hello-GenAI-Rust

github.com

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Mehul Patel @nomadicmehul.bsky.social · Apr 26

🚀 In case anyone wants to try using a Docker model runner with Rust, I’ve put together a simple starter repo! 🦀🐳

👉 github.com/nomadicmehul...

Give it a spin and let me know what you build! #RustLang #Docker #AI #GenAI

@docker.com @rust-lang.org

GitHub - nomadicmehul/Hello-GenAI-Rust: This is a Rust implementation of the Hello-GenAI application.

This is a Rust implementation of the Hello-GenAI application. - nomadicmehul/Hello-GenAI-Rust

github.com

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Mehul Patel @nomadicmehul.bsky.social · Apr 21

I just published Enhancing Developer Productivity with AI: A Guide to Using Refact.ai with Docker Model Runner.

@docker.com

medium.com/@nomadicmehu...

Enhancing Developer Productivity with AI: A Guide to Using Refact.ai with Docker Model Runner

This guide will teach you how to leverage AI, specifically Refact.ai and Docker Model Runner to enhance your developer productivity. You…

medium.com

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Mehul Patel @nomadicmehul.bsky.social · Apr 18

🚀 Just dropped a new update!

Used Refact AI Agent + Claude 3 Sonnet to rebuild the Docker Model Runner app in Go!

Saved hours — AI magic is real 🤯

Check out the full story + demo here 👇

🎥 youtu.be/js1dsRbdJSo

📌 More details in the video descriptions!

@docker.com @anthropic.com

Build Apps 10x Faster: Refact.ai + Docker Model Runner

YouTube video by Nomadic Mehul

youtu.be

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Reposted by Mehul Patel

Docker @docker.com · Apr 14

Learn how Docker Model Runnder in Hindi and English ❤️🐳

Mehul Patel @nomadicmehul.bsky.social · Apr 12

🧠 Want to run LLMs like Llama 2 locally without heavy infra?

Docker’s Model Runner (Beta) is here and I made a quick 🎥 (EN+HI) to get you started with running AI models right from your Mac (Apple Silicon)!

@docker.com

Check it out 👇
🎥 Link in reply
#Docker #DevOps #AI #LLM

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Mehul Patel @nomadicmehul.bsky.social · Apr 12

youtu.be/FvOlsXQepBc

🔥 Docker Model Runner Kya Hai? | Run AI Models Locally with Docker! (Hindi + English)

YouTube video by Nomadic Mehul

youtu.be

Mehul Patel @nomadicmehul.bsky.social · Apr 12

🧠 Want to run LLMs like Llama 2 locally without heavy infra?

Docker’s Model Runner (Beta) is here and I made a quick 🎥 (EN+HI) to get you started with running AI models right from your Mac (Apple Silicon)!

@docker.com

Check it out 👇
🎥 Link in reply
#Docker #DevOps #AI #LLM

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Mehul Patel @nomadicmehul.bsky.social · Mar 20

Me: "I wish to understand Kubernetes."
Genie: "There are 4 rules now." 😵‍💫

Kubernetes feels like an endless maze of YAML, Pods, Ingress, and Operators. Just when you think you get it… boom, another abstraction!

Who else has been on this wild ride? 🚀

#Kubernetes #DevOps #CloudNative #TechHumor

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Mehul Patel @nomadicmehul.bsky.social · Mar 18

Congrats bhai 🙌
You deserve it 💪

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Mehul Patel @nomadicmehul.bsky.social · Mar 18

🚀 The DevOps journey:

✅ Almost done! – Learning Containers
🔥 Almost! – Discovering Docker
🎯 Oh yes! – Understanding Kubernetes
😵 Oh sh*t! – Finding out about Cloud Native

Just when you think you’re done… there's more! 😂 Who can relate? ⬇️

#DevOps #CloudNative #Docker #Kubernetes

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Mehul Patel @nomadicmehul.bsky.social · Mar 17

"I can't wait to deploy my first app on K8s!"

one week later

Me: drowning in ConfigMaps, CrashLoopBackOff errors, RBAC policies, PersistentVolumeClaims, and custom resource definitions

The Kubernetes learning curve isn't a curve. It's a cliff.

#CloudNative #KubernetesReality #DevOpsLife #DevOps

Mehul Patel @nomadicmehul.bsky.social · Mar 15

They asked for my experience running Kubernetes in production during the job interview.

I just silently showed them my driver's license photo from 3 years ago vs today.

Got the job on the spot. They said my thousand-yard stare proved I had the right qualifications.

#K8sLife #InfrastructureScars

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Mehul Patel @nomadicmehul.bsky.social · Mar 14

When you remember someone's detailed explanation of Kubernetes networking concepts but completely forget their actual name.

"Hey... you... person who had strong opinions about ClusterIP vs NodePort last month... how's it going?"

#DevOps #KubernetesProblems #CloudNativeAwkwardness #DevOpsLife

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Mehul Patel @nomadicmehul.bsky.social · Mar 13

VMs: steps on rake, gets bonked

Kubernetes: professional skateboarders doing simultaneous backflips down concrete stairs

Yet every tech meeting: "K8s will simplify everything!"

The real DevOps experience is creating complex solutions to manage the complexity of our previous solutions. #DevOpsLife

Mehul Patel @nomadicmehul.bsky.social · Mar 12

🚀 Exciting news!

I’m thrilled to share that I’ve been accepted as a Refact Champion! 🎉

Looking forward to exploring the future of coding with AI and making a real impact on the developer community. Let’s build something amazing together!

#Refact #AI #DeveloperCommunity #CodingWithAI

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Mehul Patel @nomadicmehul.bsky.social · Mar 11

Infra team: "K8s is so easy, it's just YAML templating"

Me: flashbacks to 3AM debugging sessions with etcd failures, certificate rotations, and pods stuck in ImagePullBackOff

#Kubernetes #DevOps #CloudNative

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Mehul Patel @nomadicmehul.bsky.social · Mar 10

That special moment when you're troubleshooting by deleting a single pod and suddenly remember what "replicas: 12" means in your deployment 💀

The Kubernetes lifecycle:

1. Problem detected
2. Delete pod
3. Watch 12 identical pods spawn
4. Question career choices

#k8s #CloudNative #ThisIsFine

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Mehul Patel @nomadicmehul.bsky.social · Mar 8

Mumbai’s special dish here In Germany 🇩🇪

Btw it took almost half day to make it 😜

Any guesses dish name?

Mehul Patel @nomadicmehul.bsky.social · Mar 8

Indeed 🤣

Mehul Patel @nomadicmehul.bsky.social · Mar 8

Yeah 💪

Mehul Patel @nomadicmehul.bsky.social · Mar 8

🚀 Kubernetes didn’t just change DevOps, it made YAML the most used language!

🔹 90% writing YAML
🔹 10% debugging indentation errors
🔹 0% escape from YAML

Who needs Python or Go when your life is just `.yaml` files? Change my mind. 😂

#Kubernetes #YAML #DevOps #CloudNative #Containers

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Mehul Patel @nomadicmehul.bsky.social · Mar 5

Congrats!

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Mehul Patel @nomadicmehul.bsky.social · Mar 5

🚀 Congrats to all the new AWS Community Builders! 🎉

Welcome to an amazing journey of learning, sharing, and growing together. Let's build something great!

#AWS #Community #AWSCommunityBuilders

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Mehul Patel @nomadicmehul.bsky.social · Mar 5

DevOps Engineer: "When do I finally understand Kubernetes?"
Kubernetes Docs: "That's the neat part… you don’t!" 😆

No matter how much you learn, K8s always finds a way to confuse you. Who else relates? 🤯

#Kubernetes #DevOps #CloudNative #TechHumor

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