@userops.bsky.social
Building frameworks that enable people and teams to work efficiently, thoughts and opinions are my own. #SRE #Platform Engineering
Blog: https://work.ops.userops.me
Blog: https://work.ops.userops.me
☝️🫰 this, I talked with a startup that was building a agent that did similar things and one of them was "and it gives you the answer on what's wrong and how to fix it", my reply was no do not like that, do the queries for me, do the leg work, just display the results I want my own conclusions myself
July 24, 2025 at 2:19 AM
☝️🫰 this, I talked with a startup that was building a agent that did similar things and one of them was "and it gives you the answer on what's wrong and how to fix it", my reply was no do not like that, do the queries for me, do the leg work, just display the results I want my own conclusions myself
Reposted
Ok you all know how sometimes I get choked up thinking about what an astonishing miracle penicillin was when it came out, *literally* a miracle.
Yeah so I’m crying at the idea we could cure autoimmune diseases because that would ALSO be a miracle.
Yeah so I’m crying at the idea we could cure autoimmune diseases because that would ALSO be a miracle.
“A new type of vaccine developed by researchers at U Chicago’s Pritzker School of Molecular Engineering (PME) has shown in lab that it can reverse #autoimmune diseases like multiple sclerosis and type 1 #diabetes— without shutting down the rest of the immune system. pme.uchicago.edu/news/inverse...
“Inverse vaccine” shows potential to treat multiple sclerosis and other autoimmune diseases
Pritzker Molecular Engineering researchers led by Prof. Jeffrey Hubbell showed that their compound can eliminate the autoimmune reaction associated with multiple sclerosis in a laboratory setting.
pme.uchicago.edu
May 13, 2025 at 1:25 AM
Ok you all know how sometimes I get choked up thinking about what an astonishing miracle penicillin was when it came out, *literally* a miracle.
Yeah so I’m crying at the idea we could cure autoimmune diseases because that would ALSO be a miracle.
Yeah so I’m crying at the idea we could cure autoimmune diseases because that would ALSO be a miracle.
Convenience, but it would be very very hard to pull off on western countries, it works in China because whichever company is that has the everything app has a huge ecosystem they have adoption of that they can plug into.
May 14, 2025 at 1:07 PM
Convenience, but it would be very very hard to pull off on western countries, it works in China because whichever company is that has the everything app has a huge ecosystem they have adoption of that they can plug into.
Reposted
Busy evening here on my pet project, just a little Cloud Inventory tool that gathers your Kubernetes, AWS, Microsoft Azure, Google Cloud, and now Terraform state file (with some more work on the latter.)
github.com/MichaelCade/...
github.com/MichaelCade/...
May 14, 2025 at 11:01 AM
Busy evening here on my pet project, just a little Cloud Inventory tool that gathers your Kubernetes, AWS, Microsoft Azure, Google Cloud, and now Terraform state file (with some more work on the latter.)
github.com/MichaelCade/...
github.com/MichaelCade/...
Reposted
Cold-Starting LLMs on Kubernetes in Under 30 Seconds Article URL: https://www.bentoml.com/blog/co...
https://www.bentoml.com/blog/cold-starting-llms-on-kubernetes-in-under-30-seconds
Event Attributes
https://www.bentoml.com/blog/cold-starting-llms-on-kubernetes-in-under-30-seconds
Event Attributes
Cold-Starting LLMs on Kubernetes in Under 30 Seconds
Discover how we optimized LLM container cold starts on Kubernetes with object storage, FUSE mounts, and stream-based model loading.
www.bentoml.com
April 11, 2025 at 11:17 PM
Cold-Starting LLMs on Kubernetes in Under 30 Seconds Article URL: https://www.bentoml.com/blog/co...
https://www.bentoml.com/blog/cold-starting-llms-on-kubernetes-in-under-30-seconds
Event Attributes
https://www.bentoml.com/blog/cold-starting-llms-on-kubernetes-in-under-30-seconds
Event Attributes
I'm still looking for a remote platform engineer/devops role, if you have something that fits please reach out, you can take a look at what I have been building at works.ops.userops.me or take a look at my LinkedIn at linkedin at www.linkedin.com/in/londonhug... #devops #kubernetes
April 11, 2025 at 2:56 AM
I'm still looking for a remote platform engineer/devops role, if you have something that fits please reach out, you can take a look at what I have been building at works.ops.userops.me or take a look at my LinkedIn at linkedin at www.linkedin.com/in/londonhug... #devops #kubernetes
Reposted
Pulumi's Model Context Protocol (MCP) server is out!
Spin up cloud infra straight from any LLM-based MCP client, including Claude, VS Code, Cursor, Windsurf, and more 🛠
In this video, we create IaC in Python and spin up a Kubernetes cluster in AWS with 1-sentence prompt 💥
Spin up cloud infra straight from any LLM-based MCP client, including Claude, VS Code, Cursor, Windsurf, and more 🛠
In this video, we create IaC in Python and spin up a Kubernetes cluster in AWS with 1-sentence prompt 💥
April 9, 2025 at 5:18 PM
Pulumi's Model Context Protocol (MCP) server is out!
Spin up cloud infra straight from any LLM-based MCP client, including Claude, VS Code, Cursor, Windsurf, and more 🛠
In this video, we create IaC in Python and spin up a Kubernetes cluster in AWS with 1-sentence prompt 💥
Spin up cloud infra straight from any LLM-based MCP client, including Claude, VS Code, Cursor, Windsurf, and more 🛠
In this video, we create IaC in Python and spin up a Kubernetes cluster in AWS with 1-sentence prompt 💥
Reposted
That EKS cluster still on Kubernetes 1.20? Yeah… we’ve been there.
So we built a new Cloud End of Life integration that maps the dates of when your software and cloud infra loses support with your actual cloud infra.
Full guide here:
So we built a new Cloud End of Life integration that maps the dates of when your software and cloud infra loses support with your actual cloud infra.
Full guide here:
What We Learned Querying Cloud Infra for Expired Dependencies | CloudQuery Blog
Learn how to easily track and fix end-of-life cloud services across AWS, Azure, and GCP with CloudQuery’s new End-of-Life (EOL) integration.
buff.ly
March 29, 2025 at 10:06 AM
That EKS cluster still on Kubernetes 1.20? Yeah… we’ve been there.
So we built a new Cloud End of Life integration that maps the dates of when your software and cloud infra loses support with your actual cloud infra.
Full guide here:
So we built a new Cloud End of Life integration that maps the dates of when your software and cloud infra loses support with your actual cloud infra.
Full guide here:
Reposted
I'm Looking for a remote platform engineer/devops role, if you have something that fits please reach out, you can take a look at what I have been building at works.ops.userops.me or take a look at my LinkedIn at ca.linkedin.com/in/londonhug...
Hugo Pinheiro - NinjaCat | LinkedIn
Hugo is from Lisbon, Portugal, currently in London, Ontario, where he works as a SRE… · Experience: NinjaCat · Education: Trios college · Location: London, Canada Metropolitan Area · 500+ connections ...
ca.linkedin.com
March 13, 2025 at 5:24 PM
I'm Looking for a remote platform engineer/devops role, if you have something that fits please reach out, you can take a look at what I have been building at works.ops.userops.me or take a look at my LinkedIn at ca.linkedin.com/in/londonhug...
I'm Looking for a remote platform engineer/devops role, if you have something that fits please reach out, you can take a look at what I have been building at works.ops.userops.me or take a look at my LinkedIn at ca.linkedin.com/in/londonhug...
Hugo Pinheiro - NinjaCat | LinkedIn
Hugo is from Lisbon, Portugal, currently in London, Ontario, where he works as a SRE… · Experience: NinjaCat · Education: Trios college · Location: London, Canada Metropolitan Area · 500+ connections ...
ca.linkedin.com
March 13, 2025 at 5:24 PM
I'm Looking for a remote platform engineer/devops role, if you have something that fits please reach out, you can take a look at what I have been building at works.ops.userops.me or take a look at my LinkedIn at ca.linkedin.com/in/londonhug...
Reposted
😮 Weave GitOps, a developer platform based on #Flux, is revived by the #OpenSource community (including ex-staff from #Weaveworks). It had no releases since the company behind it shut down, but here comes its first RC: github.com/weaveworks/w...
Release 0.39.0-rc.1 · weaveworks/weave-gitops
⚠️ Breaking changes
This release does not support Kubernetes versions below K8S 1.31.1 and is strictly compatible with flux 2.4.0 onwards.
💸 Features and improvements
Added support for Flux 2.4.0 ...
github.com
February 5, 2025 at 8:46 AM
😮 Weave GitOps, a developer platform based on #Flux, is revived by the #OpenSource community (including ex-staff from #Weaveworks). It had no releases since the company behind it shut down, but here comes its first RC: github.com/weaveworks/w...
Reposted
We are excited to announce that vLLM inference provider is now available in Llama Stack!
Check out our recent article on vLLM blog that provides an introduction and tutorial to help you get started using it locally or deploying it in a Kubernetes cluster. blog.vllm.ai/2025/01/27/i...
Check out our recent article on vLLM blog that provides an introduction and tutorial to help you get started using it locally or deploying it in a Kubernetes cluster. blog.vllm.ai/2025/01/27/i...
Introducing vLLM Inference Provider in Llama Stack
We are excited to announce that vLLM inference provider is now available in Llama Stack through the collaboration between the Red Hat AI Engineering team and the Llama Stack team from Meta. This artic...
blog.vllm.ai
January 28, 2025 at 1:42 AM
We are excited to announce that vLLM inference provider is now available in Llama Stack!
Check out our recent article on vLLM blog that provides an introduction and tutorial to help you get started using it locally or deploying it in a Kubernetes cluster. blog.vllm.ai/2025/01/27/i...
Check out our recent article on vLLM blog that provides an introduction and tutorial to help you get started using it locally or deploying it in a Kubernetes cluster. blog.vllm.ai/2025/01/27/i...
Reposted
Did some holiday hacking with dagger and k3s. Really like the design and writing pipelines in go not yaml
daggerverse.dev/mod/github.c...
daggerverse.dev/mod/github.c...
k3s :: Daggerverse
Runs a k3s server than can be accessed both locally and in your pipelines
daggerverse.dev
January 6, 2025 at 6:17 PM
Did some holiday hacking with dagger and k3s. Really like the design and writing pipelines in go not yaml
daggerverse.dev/mod/github.c...
daggerverse.dev/mod/github.c...
Found a cluster API provider for incus, might try that for my Sherpa bare metal project
January 5, 2025 at 3:21 AM
Found a cluster API provider for incus, might try that for my Sherpa bare metal project
Picked this up the replace my edge router x with vyos
December 26, 2024 at 2:18 AM
Picked this up the replace my edge router x with vyos
Even after reading the docs, watching the videos and reading your thread I still don't understand kcp 😂😭, glad I'm not the only one lol
December 20, 2024 at 12:23 AM
Even after reading the docs, watching the videos and reading your thread I still don't understand kcp 😂😭, glad I'm not the only one lol
Reposted
This is probably obvious for everyone using #Kubernetes out there, but, for those it's not, you can use kubefwd to expose services and automatically update your hosts file with hostnames matching the ones in k8s. github.com/txn2/kubefwd
GitHub - txn2/kubefwd: Bulk port forwarding Kubernetes services for local development.
Bulk port forwarding Kubernetes services for local development. - txn2/kubefwd
github.com
December 17, 2024 at 1:19 PM
This is probably obvious for everyone using #Kubernetes out there, but, for those it's not, you can use kubefwd to expose services and automatically update your hosts file with hostnames matching the ones in k8s. github.com/txn2/kubefwd
Reposted
Check out Bust-a-Kube – tricky #Kubernetes problems to debug! 🐛
🛠️ Categories: Workloads, networking, storage, observability, security, clusters.
⚠️ Don’t test on clusters you care about!
👉 github.com/rx-m/bust-a-...
#DevOps #Debugging #OpenSource
🛠️ Categories: Workloads, networking, storage, observability, security, clusters.
⚠️ Don’t test on clusters you care about!
👉 github.com/rx-m/bust-a-...
#DevOps #Debugging #OpenSource
GitHub - RX-M/bust-a-kube: A repo housing various sets of problematic k8s resources, can you debug them?
A repo housing various sets of problematic k8s resources, can you debug them? - RX-M/bust-a-kube
github.com
December 17, 2024 at 10:10 PM
Check out Bust-a-Kube – tricky #Kubernetes problems to debug! 🐛
🛠️ Categories: Workloads, networking, storage, observability, security, clusters.
⚠️ Don’t test on clusters you care about!
👉 github.com/rx-m/bust-a-...
#DevOps #Debugging #OpenSource
🛠️ Categories: Workloads, networking, storage, observability, security, clusters.
⚠️ Don’t test on clusters you care about!
👉 github.com/rx-m/bust-a-...
#DevOps #Debugging #OpenSource
Reposted
kftray is a tool for simplifying #Kubernetes port-forwarding settings. It interacts with the Kubernetes API directly (not relying on kubectl) and offers two interfaces: desktop (kftray) and terminal (kftui). GitHub repo: github.com/hcavarsan/kf...
December 18, 2024 at 8:39 AM
kftray is a tool for simplifying #Kubernetes port-forwarding settings. It interacts with the Kubernetes API directly (not relying on kubectl) and offers two interfaces: desktop (kftray) and terminal (kftui). GitHub repo: github.com/hcavarsan/kf...
Reposted
Super excited to announce codegate.ai.
Docker run your way to a local security and privacy solution for codegen tools.
Oh, it is also OSS.
Docker run your way to a local security and privacy solution for codegen tools.
Oh, it is also OSS.
Home - CodeGate
Local, open source privacy controls CodeGate encrypts secrets in your prompts to protect your privacy, and augments an LLM’s knowledge base with up-to-date risk insight to protect your code. CodeGate ...
codegate.ai
December 17, 2024 at 10:21 PM
Super excited to announce codegate.ai.
Docker run your way to a local security and privacy solution for codegen tools.
Oh, it is also OSS.
Docker run your way to a local security and privacy solution for codegen tools.
Oh, it is also OSS.
Heroku is more about the ux, basically they are slapping their ux on top of kubernetes.
December 7, 2024 at 9:28 PM
Heroku is more about the ux, basically they are slapping their ux on top of kubernetes.
Ohh this is cool
Agoda released its macOS-vz-kubelet project to "run #macOS Virtual Machines as first-class citizens in a #Kubernetes cluster." In essence, it enables macOS hosts to act as Kubernetes nodes (via Virtual Kubelet), "allowing you to deploy and manage macOS VMs at scale." github.com/agoda-com/ma...
GitHub - agoda-com/macOS-vz-kubelet: Run native macOS workloads on Kubernetes
Run native macOS workloads on Kubernetes. Contribute to agoda-com/macOS-vz-kubelet development by creating an account on GitHub.
github.com
December 6, 2024 at 5:37 PM
Ohh this is cool
Lightsail ec2 instance, custom golang cli using dagger and ansible sets up the infra and does docker compose stack deploys.
December 3, 2024 at 8:13 PM
Lightsail ec2 instance, custom golang cli using dagger and ansible sets up the infra and does docker compose stack deploys.