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⚡ AI Lessons
Dev.to · Pawan Kumar
🧠 Large Language Models
⚡ AI Lesson
2w ago
Your First LLM API on Kubernetes: From Model to Curl Request
Deploy Qwen2.5-1.5B-Instruct on a Kubernetes GPU node with vLLM, expose it as an OpenAI-compatible API, and verify it with a real curl request.
Dev.to · Pawan Kumar
⚡ AI Lesson
4w ago
OpenAI Already Told Us the Kubernetes Scaling Story, Most People Just Did Not Read It Closely
Series links Part 1: Everything You Know About Scaling Web Apps Breaks When You Serve an LLM Part...
Dev.to · Pawan Kumar
1mo ago
Before the Pod Starts: GPU Node Setup for LLMs on Kubernetes
Originally published at dheeth.blog. Series links Part 1: Everything You Know About Scaling Web...
Dev.to · Pawan Kumar
🧠 Large Language Models
⚡ AI Lesson
1mo ago
How Do You Fit a Trillion-Parameter Model Into a Kubernetes Cluster?
Series links Part 1: Everything You Know About Scaling Web Apps Breaks When You Serve an LLM Part...
Dev.to · Pawan Kumar
🧠 Large Language Models
⚡ AI Lesson
1mo ago
The Request Is the Wrong Unit of Scale for LLMs on Kubernetes
Series links Part 1: Everything You Know About Scaling Web Apps Breaks When You Serve an...
Dev.to · Pawan Kumar
🛠️ AI Tools & Apps
⚡ AI Lesson
2mo ago
I Don't Want AI to Replace DevOps. I Want It to Read the Docs I'm Too Tired to Read
Originally published at dheeth.blog It's 2 AM. The pager went off eleven minutes ago. You're staring...
Dev.to · Pawan Kumar
⚡ AI Lesson
2mo ago
DevOps to Platform Engineer: The Career Shift Nobody Explains Properly
If you've been in DevOps long enough, you've probably seen the job postings by now. "Platform...
Dev.to · Pawan Kumar
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
I built Aquilia, a modular backend framework for Python
While working on backend projects, I kept running into the same problem. A lot of time goes into...
DeepCamp AI