7 Layers of LLM Stack

The faster you act, the more opportunities appear. Urgency compounds.

Learn more: Codex: openai.com/codex Developer docs: developers.openai.com/codex Code for OpenAI.fm: github.com/openai/openai-…

Agentic AI use cases: retail, healthcare, finance, supply chain, and more! Use this reference architecture to design sophisticated multi-agent AI systems that are secure, reliable, high-performing, easy to operate, and cost-efficient → goo.gle/48zVKBm

NO ONE IS COMING TO HELP YOU — YOU’RE ON YOUR OWN, ACT ACCORDINGLY

Ingress NGINX Retirement: What You Need to Know - kubernetes.io/blog/2025/11/1… #Kubernetes

Will be in Seattle next week… excited to see my team and friends #ignite #pnw

Watching #Ignite keynote! #microsoft #watchparty #redmond #wa

Don't fear competitors who've raised a lot, unless you can say precisely how all that extra money is going to make them beat you. E.g. if ads are the only way to acquire users, and they can buy all the ads, you're in trouble. But money per se is not dangerous.

3 deadliest combos for a successful life.

Really nuts that we, US taxpayers, are paying for this stuff. The projects are technically written in English, but it’s not in English. No one can explain what these are. For those that reflexively hate DOGE, do you honestly think your quality of life or cost of living goes

Many Kubernetes Engineers don’t fully understand Kubernetes autoscaling and how HPA vs VPA vs KEDA work. Here, I’ve made this to help you better understand. 58K+ read my DevOps and Cloud newsletter: techopsexamples.com/subscribe What do we cover: DevOps, Cloud, Kubernetes, IaC,

DC looks good in white. ☃️❄️🤍 📸: Visit Washington, DC #Only1DC

Service meshes are not always the right answer but in many cases they can add a lot of value to your #Kubernetes clusters. As microservice architectures grow, the problems they solve around service communication, security, and observability become harder to ignore or handle

This article presents 10 practical Horizontal Pod Autoscaler metrics for FastAPI applications in Kubernetes beyond basic CPU utilization ➤ ku.bz/h-T8RS8YK

kubectl-ai acts as an intelligent interface, translating user intent into precise Kubernetes operations ➤ ku.bz/4dJ4BJhfj

DevOps unpopular opinions thread 🧵 Docker Compose is better than Kubernetes for 90% of use cases