SigNoz has released a guide for monitoring Kubernetes CronJobs using its `k8s-infra` OpenTelemetry collection agent, which automatically captures pod logs and Job metrics without requiring extra confi…
Enterprises are consolidating virtual machine and container platforms onto a single Kubernetes infrastructure using KubeVirt, a CNCF project now in production at NVIDIA, Cloudflare, and ByteDance. The…
A 2-socket AMD EPYC server running Kubernetes requires careful NUMA alignment to avoid 3x latency penalties when GPUs access memory across CPU sockets. Platform engineers must configure BIOS settings …
Infrastructure-as-code tools like Terraform and Kubernetes impose a "200% learning tax" by requiring users to master both the tool's abstraction and the underlying cloud API, with knowledge failing to…
The European Union's push for digital sovereignty has suffered a significant setback due to a miscalculation in policy implementation, but experts argue this failure could ultimately strengthen the in…
A new open-source Kubernetes cost monitoring tool called Burn provides real-time spot pricing per instance type, AI-powered cost analysis, and Slack integration without requiring cluster agents or con…
Packt Publishing released a code repository for "Operational AI with Docker: LLMOps, Agents and Multi-Model Systems with Docker and Kubernetes," providing hands-on examples for building and deploying …
A developer built OpsMind AI, an AI-powered incident root cause analysis platform using LangGraph and RAG to automate the investigation of production failures in distributed systems. The platform proc…
The article describes a modern micro-lending architecture that processes loan applications in under 90 seconds using event-driven data pipelines, KYC automation, and machine learning. It details how t…
The article introduces **django-deploy-probes**, a small Django package that provides standardized health check endpoints (`/healthz`, `/readyz`, `/startupz`, `/version`) for production deployment wor…
This article describes how to build production-grade AI agent systems using a microservices architecture, moving beyond single-process prototypes that fail at scale. It advocates for designing each "m…
The article explains that data engineering is shifting from complex distributed clusters to single-node processing, driven by modern hardware with many cores and large memory, as well as new tools lik…
The article describes Hermes Agent as the first AI framework designed specifically for platform engineers, featuring a three-layer memory architecture that automatically builds "runbook libraries" by …
In 2026, Docker is no longer the dominant container runtime, with alternatives like Podman, Lima, and containerd becoming production-ready for most use cases. Podman offers a daemon-free, rootless arc…
According to Cast AI's 2026 State of Kubernetes Optimization Report, average GPU utilization across enterprise Kubernetes clusters is only 5%, meaning 95% of provisioned GPU capacity sits idle. This w…
CyberArena is an interactive cybersecurity simulation and threat analysis platform built with Python, Flask, SQLite, Docker, and other web technologies. It features AI-based threat analysis, phishing …
The article argues that Docker Swarm remains a viable and pragmatic choice for production container orchestration, particularly for teams prioritizing simplicity and low operational complexity over th…
AI-powered vulnerability scanning tools are uncovering a wave of previously undetected bugs in the Linux kernel, including flaws dubbed Dirty Frag, Copy Fail, and Fragesia. This trend raises concerns …
The article describes an engineer's journey of building five Kubernetes clusters, each iteration addressing a specific lesson learned from the previous one. The clusters evolved from a basic highly-av…
According to the article, a security audit of 6,444 public Docker Compose files found that approximately 90% of them are missing three basic security flags: `read_only: true`, `cap_drop: [ALL]`, and `…