🚨 DevOps is evolving. GitOps is the new standard.
🧠 No more “who broke prod?”
✅ Clean PRs
♻️ Instant rollbacks
💪 Total control
🎯 If you're serious about infra, watch this:
▶️ youtube.com/shorts/qKWWS2Uyb4w
🔥 How I built a production-grade GitOps pipeline on AWS
🐳 Docker, ☁️ EKS, 🚀 ArgoCD, 🔐 Vault, ⚙️ Terraform — all in one CI/CD flow.
No fluff. Just real-world DevOps that scales.
🎥 Watch here: https://youtu.be/PpEfaQq2Umk
LLMs aren’t magic. 🧙♂️
They run on containers 🐳, CI/CD 🔁, and GitOps ⚙️.
The real flex?
Infra that just works behind the scenes. 🔥
📹 Watch the Short: https://youtube.com/shorts/f2vAS6i1kuQ
Kubernetes is cool… until you’re crying over YAML 😭
Let’s talk about when K8s is ✨perfect✨—
…and when it’s just chaos with better branding 💅
🎥 New video: Is Kubernetes overkill?
#Kubernetes #DevOps #CloudNative #PlatformEngineering #TechTwitter
🚨 Your machine learning model isn't broken — It's just stuck in a Jupyter notebook.
Learn why DevOps + ML = 🚀
And how a simple Dockerfile can change everything.
🎥 Watch the Short → https://youtube.com/shorts/XEkq_uq_0r4
🚨 Don’t build ML like it’s 2015!
This is the DevOps stack modern AI teams are actually using — built for scale, speed, and sanity.
👇 Watch this 60-sec breakdown:
🤖 Your ML model works locally...
🔥 But in production? It fails hard.
This isn’t bad code — it’s bad DevOps.
One slip and it all breaks. 👀
🎥 Watch the chaos (in 24 secs):
https://youtube.com/shorts/ZgTehRyquzw
#MachineLearning #DevOps #MLOps #TechFails #SoftwareEngineering
🚀 AI teams without containers are like pilots with no runway.
Here’s how containers supercharge AI workflows — from dev to deployment.
👇
🎥 https://youtube.com/shorts/bZ7o_Tctc_U
Training a model is easy. Reproducing it? 🤔 That’s where the real game begins.
No CI/CD ⚙️ No versioning 🕵️ No logs
Just vibes ✨ and an old dataset no one remembers.
That’s why ML needs DevOps 💥
🚀 ChatGPT replies in 2 seconds.
But behind that speed? Containers. GPUs. DevOps sorcery.
Peek behind the curtain — it's not magic, it's engineering.
🎥 Watch the Short: https://youtube.com/shorts/_ak_YZKbhXw
Tatiana Mikhaleva