Cloud Computing
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 environment because, honestly, the default.
Secure AI in Hex: Running Claude Inside Snowflake Cortex
I’ve lost count of how many times I’ve had to kill a project—or at least neuter it significantly—because InfoSec took one look at the architecture diagram.
OpenAI Weights on SageMaker: Hell Froze Over
Honestly, I had to check the URL three times. Then I checked the SSL certificate. Then I texted a buddy at Amazon to ask if their marketing team had gone.
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 me sweat: “Are we sure.
Ray and Monarch: Did PyTorch Finally Fix Distributed Training?
Well, I have to admit, I used to be one of those developers who hated dealing with the distributed training headaches.
Meta’s “Superintelligence” Lab Just Dropped Code (And Musk Wants Servers in Space)
I swear, trying to keep up with the AI cycle this January feels like drinking from a firehose that’s also on fire.
AWS Just Fixed My Least Favorite Part of SageMaker
I have a confession to make: I hate data preparation. I despise it. You know the drill. You have a bucket full of messy CSVs in S3.
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, you were basically signing.
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 Dave. Dave is a nice guy.
Azure ML Security: It’s Not Magic, It’s Just Someone Else’s Computer
I had a conversation last week with a Data Science lead that nearly made me choke on my coffee. We were reviewing their infrastructure, and when I pointed.