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BASEL.FM

Personal dispatches & reflections

A place where I write things down. Sometimes it's about tech, sometimes life, sometimes just something I can't stop thinking about.

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  • GenAI
  • Career

FDE, LLMOps, Vibe Coder: Where These Roles Actually Land

The AI job market mutated faster than anyone expected. Here's what ML Engineer, AI Engineer, FDE, LLMOps, GenAI Software Engineer, and vibe coder actually mean in practice.

01.05.20268 min read
  • AI Tools
  • Life
  • Idea

Idea to Live in 5 Minutes

The exact workflow I use to go from an idea to a deployed, production-ready website with CI/CD, a custom domain, and traffic analytics — in minutes.

23.04.20264 min read
  • AI Tools
  • Life
  • Idea

I Built a Qdrant Exporter in Afternoon

Qdrant had no official Prometheus exporter. I built one in an afternoon with Claude Code: Docker image, Grafana dashboard, CI/CD. Pull, run, done.

22.04.20265 min read
  • GenAI
  • MLOps
  • Infrastructure

LiteLLM: One Gateway for Every LLM You'll Ever Run

Five LLMs, five SDKs, five different auth schemes. LiteLLM collapses all of it into one API call and gives you team caps, usage tracking, and full observability on top.

20.04.20268 min read
  • GenAI
  • MLOps
  • Infrastructure

Serving LLMs in Secure & Air Gapped Environment

A field guide for AI Engineers who need to serve models where the internet can't follow — from staging to a truly offline GPU cluster.

09.04.202512 min read