GPU Depreciation Crisis: Hyperscalers Hiding Billions?
AI hyperscalers slashed annual depreciation expenses by $18 billion in 2024 through a single accounting move: extending GPU useful life from 3-4 years ...
AWS Lambda Managed Instances: EC2 Flexibility Meets Serverless
AWS just dropped Lambda Managed Instances at re:Invent 2025—giving developers Lambda’s operational simplicity with EC2’s ...
Data Center Energy to Triple by 2035: Infrastructure Reality
BloombergNEF reveals U.S. data center energy demand surging 165% to 106GW by 2035. A 36% ...
AWS re:Invent 2025: Visa Enables Autonomous AI Transactions
AI agents just got payment superpowers. At AWS re:Invent 2025, Visa and AWS announced a ...
Databricks Raises $5B, But AI Products Squeeze Margins
Databricks just closed a $5 billion funding round at a staggering $134 billion valuation—32 times ...
NixOS 25.11: Wayland Wins, Rust Viable, DevOps Ready
NixOS 25.11 drops Nov 30 with GNOME 49 (X11 removed), Rust nixos-init, COSMIC beta, 7,002 packages. Shopify migrates for reproducible DevOps. Wayland wins.
runC Container Breakout: 3 Critical CVEs Hit Docker and Kubernetes
Three critical vulnerabilities in runC—the low-level container runtime powering Docker and Kubernetes—allow attackers to break ...
Akamai Hits Sub-1ms Serverless Cold Starts with WebAssembly
Akamai just eliminated the serverless cold start penalty—one of cloud computing’s most persistent performance bottlenecks. ...
Cloud Waste Hits $44.5B in 2025: Why FinOps Fails
Enterprise cloud infrastructure will waste $44.5 billion in 2025, representing 21% of total spend, according ...
Google ADK-Go: AI Agent Toolkit for Backend Developers
Google released ADK-Go (Agent Development Kit for Go) on November 7, 2025, bringing enterprise-grade AI ...