· devops
Introducing the Experimental info() Function
Enriching metrics with metadata labels can be surprisingly tricky in Prometheus, even if you're a PromQL wiz! The PromQL join query traditionally used for this...
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- · devops
Looking ahead to 2026: Red Hat’s view across the hybrid cloud
2025 proved to be dynamic in the world of enterprise IT – from the full‑on emergence of AI agentshttps://www.redhat.com/en/products/ai/agentic-ai to the renewed...
- · devops
Native OIDC Token Exchange for Pulumi CLI
Managing credentials in CI/CD pipelines has always involved tradeoffs. Long-lived access tokens are convenient but create security risks when they leak or fall...
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Red Hat to acquire Chatterbox Labs: Frequently Asked Questions
The Announcement What is the news? Red Hat announced on December 16, 2025, that it has acquired Chatterbox Labs, a private company founded in 2011 that provide...
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[Paper] Q-IRIS: The Evolution of the IRIS Task-Based Runtime to Enable Classical-Quantum Workflows
Extreme heterogeneity in emerging HPC systems are starting to include quantum accelerators, motivating runtimes that can coordinate between classical and quantu...
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[Paper] Design in Tiles: Automating GEMM Deployment on Tile-Based Many-PE Accelerators
Tile-based many-Processing Element (PE) accelerators can achieve competitive performance on General Matrix Multiplication (GEMM), but they are extremely hard to...
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Escaping the 'Excel Trap': Building an AI-Assisted ETL Pipeline Without a Data Team
Business data often lives in hundreds of disconnected Excel files, making it invisible to decision-makers. Here is a pattern for Citizen Data Engineering using...
- · devops
[Paper] astroCAMP: A Community Benchmark and Co-Design Framework for Sustainable SKA-Scale Radio Imaging
The Square Kilometre Array (SKA) project will operate one of the world's largest continuous scientific data systems, sustaining petascale imaging under strict p...
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[Paper] Janus: Disaggregating Attention and Experts for Scalable MoE Inference
Large Mixture-of-Experts (MoE) model inference is challenging due to high resource demands and dynamic workloads. Existing solutions often deploy the entire mod...
- · devops
From Metrics to Action: Adding AI Recommendations to Your SaaS App
You log into your DevOps portal, pinched to think about 300 different metrics: CPU, latency, errors, all lighting up red on your dashboard. But what to prioriti...
- · devops
A Practical Guide to Terraform Dependency Management
TL;DR - Treat Terraform dependency management as two different systems: providers are selected and pinned via .terraform.lock.hcl repeatable by default, while m...
- · devops
Gateway API no EKS: O que muda com o fim do NGINX Ingress Controller
Se você usa EKS, provavelmente expõe aplicações com NGINX Ingress Controller e/ou AWS Load Balancer Controller usando Ingress tradicional. Mas há uma mudança im...