infrastructure
5 articles
Kubernetes Is Really a Restaurant: Every Term Was Forced Into Existence by the Last Problem
Friday lunch: a breaker trips, three cooks vanish, and nobody panics. This piece builds Kubernetes as a restaurant where each term is forced into existence by the previous problem. Then replay that lunch, name who does what, and see why a default Secret is not actually locked.
Anthropic Tore Apart Its Own Agent Architecture — Separating the Brain from the Hands Made It 90% Faster
Anthropic has revealed how its Managed Agents architecture evolved: by separating sessions, harnesses, and sandboxes, it went from “pets” to “cattle.” The result was a reduction of more than 90% in p95 time to first token, while also solving problems with security and scalability.
GPU Shortage 2.0: When Renting GPUs Is Harder Than Renting an Apartment—H100 Rates Up 40% in Six Months
SemiAnalysis examines the 2026 GPU rental crunch: H100 one-year lease rates jumped from $1.70 to $2.35 per GPU-hour, on-demand capacity sold out, and Blackwell deployments filled through September as a self-reinforcing shortage took hold.
Cloudflare Launches Markdown for Agents — 80% Token Savings, Stock Surges 13%, the 'Agentic Internet' Is Here
Cloudflare's "Markdown for Agents" lets AI request markdown instead of HTML, cutting token usage by 80%. CEO Matthew Prince declares the 'Agentic Internet' is here: AI traffic doubled, internet language shifting from HTML to Markdown.
Anthropic Will Pay Your Electricity Bill — Because AI's Power-Hungry Data Centers Shouldn't Be Your Problem
Anthropic pledges to cover 100% of grid upgrade costs & compensate consumers for electricity price hikes from its data centers. This comes as AI data centers may consume 12% of US electricity by 2028, facing political pressure & building a 'responsible AI' brand.