Michael Levan 👨🏻‍💻☕️
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mikelevan.bsky.social
Michael Levan 👨🏻‍💻☕️
@mikelevan.bsky.social
Independent Consultant | Implementing Scalable, Secure, & Performant Environments | Microsoft MVP (Azure) | AWS Community Builder | Trainer • Author • Speaker • Podcast Host | Kubernetes v1.28 & v1.31 Release Team
An important reminder when using `port-forward` with Kubernetes.

If you run something like `kubectl port-forward svc/service_name portnumber:port:number`

You're bringing the traffic from the Kubernetes to your local computer.

(cont)

#kubernetes #devops #platformengineering
May 1, 2025 at 1:38 PM
I updated KoaPerf to include:

1. AWS Support! You can get recommendations for containerized apps running in AWS now.
2. A better UI (more visually appealing)

Check it out at the link below 👇

koaperf-apeseqd2cehnhjgh.z03.azurefd.net

#kubernetes #devops #platformengineering
April 27, 2025 at 5:46 PM
For any organization, big or small.

Enterprise or startup.

Figuring out the workflow of how environments should be deployed, managed, and most importantly, what should be deployed and managed is the make or break.

(cont)

#kubernetes #devops #platformengineering
April 21, 2025 at 7:42 PM
I built a free tool to tell you the best place to deploy containerized workloads.

koaperf-apeseqd2cehnhjgh.z03.azurefd.net

(cont)

#kubernetes #devops #platformengineering
April 20, 2025 at 7:22 PM
After planning and deploying a Kubernetes environment, you're left with:

✅ Performance optimization
✅ Monitoring and observability
✅ Upgrades

and a few other specifics that are necessary to ensure k8s is running as expected.

#kubernetes #devops #platformengineering
April 17, 2025 at 5:03 PM
All Kubernetes implementations start with:

✅ Proper planning and architecture
✅ Security
✅ Teamwork

Ensure you know exactly what's being deployed, managed, and by whom.

#kubernetes #devops #platformengineering
April 10, 2025 at 12:54 PM
Wasm gives DevOps and Platform Engineers true Distributed Systems.

You have the ability to not care where your app is running.

1. Build your application
2. Build a Component (made up of a WIT)
3. Compile it down to Wasm

A thread 🧵

#kubernetes #devops #wasm
March 29, 2025 at 8:40 PM
Alright, so this is rather interesting and why fine-tuning or creating a RAG is necessary.

This agent has a clear, defined job: Tell me the best region to deploy k8s workloads to based on cost and performance.

A few things:

(in the next comment)

#kubernetes #devops #platformengineering
January 19, 2025 at 2:12 PM
A little Python fun.

1. Specify some key libraries
2. Specify which Model you want to download
3. Save the Model locally

And I'm thinking at this point this is "a future" for DevOps/Platform/Cloud engineers.

A thread 🧵

#devops #python #cloud
January 13, 2025 at 5:27 PM
Just a heads up -

If you're implementing Azure Local, you'll see the OS download called "Azure Stack HCI".

That's because Azure Stack HCI is the predecessor.

It's all officially now Azure Local.

#azure #kubernetes #CloudSolutions
January 10, 2025 at 6:04 PM
That feel when you're running on an M4 Max... this is why we need @wasmcloud.com
January 8, 2025 at 3:12 PM
Microsoft Azure Cert breakdown for 2025 👇

👉 AZ-900

👉 AZ-104

👉 AZ-204

👉 AZ-305

👉 AZ-400

#kubernetes #azure #certifications
January 7, 2025 at 6:33 PM
Having a bit of HTML fun lol
January 5, 2025 at 7:03 PM
I've been writing in Golang for so long that I forgot how straightforward Python is 🤓
January 5, 2025 at 6:20 PM
This sounds really neat.

Isolating LLM workloads/Agents via containers.

#azure #cloud
January 4, 2025 at 2:35 PM
What an amazing way to start off the New Year 🚀

Really excited to announce that I’m officially a Microsoft MVP!

Thank you to everyone who’s supported me over the years because without you this wouldn’t be possible.

Thank you to Microsoft for the recognition.

#MVPBuzz #kubernetes #azure
January 1, 2025 at 12:42 PM
Just in case you feel like confusing your family members on NYE.
December 30, 2024 at 5:57 PM
This is pretty cool. Architecture guides for best practices to follow when spinning up environments on Azure.

learn.microsoft.com/en-us/azure/...

#kubernetes #azure
December 24, 2024 at 8:17 PM
I actually trained heavily for years… but it’s also been years since I trained in that capacity lol.
December 21, 2024 at 8:23 PM
Cozy Sunday coding vibes
December 15, 2024 at 1:16 PM
I was close to having something viable to pull Models in Go, but... I don't see it as a working formula (unless I build the library myself).

Python still appears to be the leader in Machine Learning/AI.
December 13, 2024 at 10:21 PM
If you're in need of another example of "AI not taking err jerbs", here's ChatGPT hallucinating a package that doesn't exist.
December 13, 2024 at 8:37 PM
Step 1: Bring down the Model.
Step 2: Train the Model
Step 3: Containerize the Model so I can scale it later.

#kubernetes
December 12, 2024 at 6:30 PM
This is interesting.

I have to test this out, but I think this means only one GPU is currently supported per cluster.

Or maybe they're referring to per Worker Node when they seem "instance".

Either way, that doesn't allow a lot of scalability.

#kubernetes #nvidia
December 8, 2024 at 5:07 PM
Gotta give it up for Jelly Roll. Lyrics are always great.
December 7, 2024 at 7:01 PM