Tradeoffs in Production·Jul 12, 2026·15 min readThe Queue That Ate Your Latency — Why Backpressure, Not a Bigger Buffer, Is How Systems Survive OverloadWhen a service buckles under load, the first instinct is to make the buffer bigger — and it's the most natural wrong answer in systems engineering.
Scaling & Infra·Jul 29, 2026·20 min readAWS Lambda Under the Hood: Firecracker, Cold Starts, and the Concurrency Model Nobody Reads the Docs ForNot a "what is Lambda" post. A deep dive into how Lambda actually works: Firecracker microVMs and the Worker/placement fleet, how invocations get routed on the warm vs cold path, and what the INIT phase really does (and…
Performance·Apr 15, 2026·14 min readConnection Pool Sizing: The Math Behind Why Your App Is SlowWhy your connection pool config is probably wrong — and how to fix it with Little's Law, Kingman's Formula, and the process-to-core ratio.