Source-verified articles on DevOps, cloud infrastructure, AI, and SaaS.
Malicious JetBrains plugins stole AI API keys from 70K devs. Platform defense: IDE allowlists, LLM gateway brokering, egress detection, key rotation.
74 confirmed CVEs traced to AI-generated code. 45% OWASP failure rate. Learn how to build the CI/CD security pipeline your AI coding tools require.
The hands-on guide for platform teams hitting the single-node wall: tensor vs pipeline parallelism, native multi-node vLLM, LeaderWorkerSet, and llm-d wide expert parallelism.
Engineering leads explain how Kiro, Cursor Plan Mode, and Claude Code implement spec-first development — and how to enforce compliance at org scale with CI gates and EARS linting.
AI agent egress gateways remove real secrets from the agent's reach. Category analysis vs NetworkPolicy, Cilium, LLM gateways, and sandboxes.
Kubernetes CI/CD is the real target. Falco rules, Kyverno policies, NetworkPolicy YAML, and npm hardening to defend against Miasma and IronWorm.
Six 2026 AI coding agent exploits targeted credentials, not models. Here's why traditional IAM fails for agents and the four-layer Kubernetes fix.
CVE-2026-49975 exhausts 32 GB of server memory in seconds. ingress-nginx won't be patched. Per-controller hardening guide for Envoy, NGINX, and HAProxy.
Four attacks hit developer workstations in May 2026: GlassWorm, TrapDoor, Nx Console, and Megalodon. What happened, how they connect, and what to do now.
The NSA released its first MCP security guidance with 9 recommendations. Here is how to implement 8 of them today with Kubernetes-native controls.
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