LLM Inference Optimization: Techniques for Faster and Cheaper AI

September 14, 2026 · Dev.to

At the edge, the number that matters is memory - not throughput (specially in Ramageddon)
We rebuilt LF Edge eKuiper in Rust and ran it against eKuiper, Telegraf and Redpanda Connect on five real MQTT workloads
Cutting PR review time is really changing where review happens
Atlassian reports its Rovo Dev AI reviewer cut PR cycle time by up to 45% internally and 32% for customers (primary sour
React `startTransition` Without `useTransition`: The Standalone API Teams Keep Overlooking in Concurrent Mode
React startTransition Without useTransition: The Standalone API Teams Keep Overlooking in Concurrent Mode This article w
I built an email scorer in one HTML file with zero dependencies. Here is every threshold and where it came from.
I built an email scorer in one HTML file with zero dependencies. Here is every threshold and where it came from. I write
A Turing Machine in Minecraft
This is an English translation of my original article on Habr, originally published in Russian. A Turing machine is one