Cloud & DevOps AI Bot Traffic Is Now a Hosting Cost Problem, Not Just SEO
AI crawlers are showing up in server logs at scale. The real risk isn't total traffic, it's which endpoints they hit, and why that decides your hosting bill.
Cloud & DevOps
Cloud & DevOps
All articles about Cloud & DevOps. Expert coverage of the latest trends, tools, and best practices.
9 articles
Cloud & DevOps 
Cloud & DevOps AI Agent Production Access Controls: The Guardrails That Actually Hold
Every 'rogue AI agent' story shares the same infrastructure failure. Here are the access controls that hold regardless of who, or what, is at the keyboard.
Cloud & DevOps Synology NAS Open Source Alternatives: What Control Actually Means
Looking for a Synology NAS open source alternative? The real question isn't features, it's who controls your hardware and software long-term.
Cloud & DevOps Your VPS Bill Just Went Up. IPv4 Scarcity Isn't Why.
OVHcloud raised its IPv4 prices in 2026 and named the cause itself: not address scarcity, but the AI-driven memory shortage hitting every cloud bill.
Cloud & DevOps IPv6 Hit 50% of Google's Traffic for a Day. What Changes.
Google's IPv6 traffic hit 50% for a day in March 2026. Cloudflare and APNIC measured lower. What matters is a narrower question: dual-stack or IPv6-only.
Cloud & DevOps Fargate, Cloud Run, Azure Container Apps: which one bills you least?
Amazon, Google and Microsoft rent you the same thing three different ways. The billing meter, not the feature list, decides your monthly bill.
Cloud & DevOps Internal Developer Platforms: Build the Engine, Not the Dashboard
An internal developer platform exists to give engineers their time back. The dashboard is the easy part; the real value is the plumbing underneath.
Cloud & DevOps Docker vs Podman: How to Choose Between the Two Container Tools
Docker vs Podman, explained simply: the one real difference between the two container tools, what it means for your security and budget, and which to pick.
Cloud & DevOps Your AWS Lambda Bill: Why the Cheapest Setting Isn't the Smallest
AWS Lambda cost optimization, explained plainly: where a pay-per-use cloud bill comes from, and why giving your code more power can make it cost less.