// Topics / Trends
Trends
6 entries tagged “Trends”
- AI Inference Cost Trends 2026: Model Pricing and Token Costs
· 11 min
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
· 4 min
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
· 4 min
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)
· 4 min
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
· 6 min
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
· 5 min
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