#WorkLoad

Every few months, I open the same question again: should this thing be running on Kubernetes? I...

I have a second interview for a position I would consider a "unicorn", as in they are looking for someone with skills that don't necessarily correlate.…

Two AI computing clusters built from identical NVIDIA H100, GB200 NVL72, or GB300 NVL72 systems can deliver materially different training throughput.

CVE-2026-65162: NVIDIA AIStore's legacy ETL PodSpec API let a remote caller supply host namespace and container security settings, putting the cluster rather than the pod in scope.

You're looking at an AKS cluster for a client. Somewhere in it, a pod is authenticating to Azure...

NVIDIA is making the full NVIDIA Run:ai platform available as open source software, giving customers, developers, and ecosystem partners access to production…

The thin portable MacBook Air has been refreshed and given the M5 chip, giving it speed, power, and AI capabilities for zooming through your workload. ...

After returning from AWS Summit London 2026 I was doing some research on running AI/ML workload in...

From Dev.to - ai: Skuphysics | Azure VM Performance Engineering from SKU Physics to Cloud-Scale Mastery | R.A.H.S.I. Framework™ Analysis

"What's the best model?" used to be a meaningful question. Today it has the wrong shape. The useful...

RFC 7523 jwt-bearer grant for the Claude API. SPIFFE, EKS IRSA, GitHub Actions OIDC, Kubernetes projected SAs — all federate to short-lived tokens.…

From Dev.to - postgresql: Internals: How PostgreSQL 17's New B-Tree Index vs. MongoDB 8.0's WiredTiger Engine Improves Query Performance in 2026

From Dev.to - mongodb: Benchmark: MongoDB 8 vs. FerretDB 1.8 for MongoDB-Compatible Workloads on Azure Cobalt 100

From Dev.to - machinelearning: How I finally stopped rewriting deployment configs every time I switched GPU providers

A practical walkthrough of real AI workloads developers can run on Jungle Grid, from inference to batch jobs and agent-triggered execution.

In the last few weeks the Model Context Protocol surface for crypto trading has filled out in a...

Serverless and containers solve overlapping problems. Both abstract away the work of managing...

Note: This article is adapted from the official Phala Network post: “dstack: One Confidential Compute...

Six months after migration, your cloud bill runs 40% higher than projected. On top of that, three...

From Dev.to - machinelearning: How I used Launch Templates to deploy AI workloads elastically across GPU providers and finally avoided vendor lock-in