DevOps
Local Inference is Finally Good (Thanks, TensorRT)
I spent the better part of yesterday fighting with a Docker container that refused to see my GPU. You know the drill. Learn about TensorRT News.
Production AI Is Hell: My Love-Hate Relationship With Triton
Well, I have to admit, I was staring at a Grafana dashboard at 11:30 PM on a Tuesday when I finally admitted Learn about Triton Inference Server News.
Azure ML Compute Security: Stop Trusting the Defaults
I spent last Tuesday arguing with a firewall. It wasn’t fun. I was trying to lock down our data science Learn about Azure Machine Learning News.
Ray joined PyTorch Foundation: Why my infra team finally relaxed
Actually, I should clarify — I was sitting in a budget meeting last November when our CTO asked the question that usually makes Learn about PyTorch News.
Weaviate on GCP: Stop Overcomplicating Your Vector Stack
I remember the bad old days. You probably do too. Back around 2023 or 2024, if you wanted a production-grade vector database, Learn about Weaviate News.
Qdrant Hybrid Cloud: Finally, SaaS That Keeps Legal Happy
The “Dave from Compliance” Problem I spent the better part of last November arguing with a compliance officer. Let’s call him Learn about Qdrant News.
CoreWeave bought W&B: Why your compute provider wants your logs
I was in the middle of debugging a distributed training run that had crashed for the third time when the news dropped. Learn about Weights & Biases News.
Why I Finally Embraced MLflow 2.0 for Production Pipelines
I still have nightmares about a specific deployment from three years ago. It was a Friday afternoon (classic mistake), and I was Learn about MLflow News.
High-Performance Inference at Scale: Unpacking the vLLM and DeepSeek Connection
vLLM News: Introduction: The New Standard in Open Source Inference The landscape of Large Language Model (LLM) serving is undergoing a seismic shift.
Unlocking Gemini 2.5 Pro: Building Scalable Multimodal Pipelines with Go
Introduction: A New Era in Open Source AI The landscape of artificial intelligence has just witnessed a seismic shift. Learn about Google DeepMind News.