February 2026
Dropping my local tracking server for Comet’s new free tier
The 2 AM breaking point Well, there I was, staring at my terminal at 1:30 AM on a Thursday, watching my training loop crash for the fourth time.
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.
Multi-Agent RAG in Streamlit: It’s Finally Not a Hack
Actually, I used to dread the words “multi-agent” and “Streamlit” in the same sentence. Don’t get me wrong, I love Streamlit for quick dashboards.
Optuna Is Still The HPO King (Yes, Even In 2026)
Actually, I should clarify – I spent last Tuesday fighting with a “self-optimizing” LLM agent that promised to tune my hyperparameters automatically.
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 defeat.
Optuna’s New Rust Storage Backend Is Absurdly Fast
Actually, I should clarify – I spent three hours last Tuesday staring at a progress bar that simply refused to move. You know the feeling.
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.