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Trends

    AI Inference Cost Trends 2026: Model Pricing and Token Costs AI inference costs are falling, but durable savings come from routing, caching, context control, and cost per outcome. cost ai performance What I Actually Expect from AI in 2026 Less hype, more plumbing. Agents get real but stay bounded, routing beats monolithic models, and the winners treat AI like software, not magic. trends ai AI in 2025: The Year Discipline Wins The AI hype cycle is over. 2025 is about the teams who can make this stuff actually work in production -- repeatably, measurably, and without burning money. ai trends strategy My Kubernetes Predictions for 2020 (Most of Yours Are Wrong) The adoption debate is over. 2020 is about operating Kubernetes well: managed control planes, GitOps by default, and policy enforcement. kubernetes trends cloud 2018: The Year Tech Got Humbled A personal look back at 2018: GDPR scrambles, a startup accelerator, Spectre/Meltdown fallout, and the infrastructure shifts that defined the year. year-in-review trends reflection 2016: The Year I Stopped Fighting Infrastructure A personal look back at 2016 -- Docker going mainstream, Kubernetes momentum, Go adoption, and lessons from building at a mobility startup and a fintech startup. year-in-review trends engineering