Articles
Deep dives, tool comparisons, and takes on what is actually changing in DevOps and platform engineering.
US Gov Orders Anthropic to Pull Fable 5 and Mythos 5 Three Days After Launch
Three days. That is all it took for Fable 5 and Mythos 5 — Anthropic's newest and most capable models — to go from launch to a government-ordered shutdown. The...
AI Writes the Code. Who Verifies It's Safe to Run?
The latest generation of AI coding agents can do more than suggest code. They can write code, run it, observe the output, and iterate. The feedback loop that us...
AWS Graviton5 Is Here: 192 Cores, 35% Faster ML, and a Formally Verified Nitro Engine
AWS Graviton5 is generally available. 192 cores, up to 35% faster ML inference, and a memory bandwidth bump that makes previous Graviton generations look slow. ...
AI Agents Keep Hitting the Same Wall: The Database
AI agents are now capable enough to break down complex tasks, use external tools, maintain context across many steps, and produce genuinely useful work. The inf...
Torvalds Says 99% of AI-Generated Code Is Garbage. He's Not Wrong About the Important Part.
Linus Torvalds, during a recent interview, made a characteristically blunt claim: roughly 99% of code submitted to the Linux kernel that appears to be AI-genera...
Jaeger + ClickHouse: 8.6x Trace Compression at Production Scale
Distributed tracing generates a lot of data. A busy microservices system can produce millions of spans per minute. Where you store those spans determines both y...
OpenTelemetry Is Now GA. Here's What Observability Looks Like Without Vendor Lock-in.
OpenTelemetry has reached general availability across its core components. If you have been waiting for it to stabilize before committing to it as your instrume...
Terraform Says Green. Your Cloud Is Broken. Here's Why.
Terraform reports a successful apply. No changes. Plan is clean. Everything looks good. Meanwhile, someone manually changed a security group in the console thr...
Multi-Cloud's Dirty Secret: The Failures You Won't See Until Users Do
Multi-cloud is the standard recommendation for avoiding vendor lock-in and improving resilience. The pitch is sound: no single provider can take down your entir...
Microsoft Is Making the Service Mesh Invisible. That's Either Great or Dangerous.
Service meshes solve a real problem. In a microservices environment, you want mutual TLS between services, traffic management, retries, circuit breaking, and ob...
Kubernetes Wasn't Built for AI Workloads. Can It Adapt in Time?
Kubernetes was designed to schedule containers on CPU and memory. The model was: you have a cluster of nodes, you have workloads that need compute, Kubernetes f...
Minimus: The Open-Source Tool Stripping Attack Surface from Your Containers
Container security conversations tend to focus on what you add: scanning tools, admission controllers, runtime security agents, network policies. Minimus focuse...
The Hidden Costs of Automated Infrastructure Nobody Talks About
The pitch for infrastructure automation is straightforward. Automate the manual work, reduce errors, scale without adding headcount. The ROI calculation is usua...