Sam Rose
5 posts
Sam Rose is a Senior Developer Educator at ngrok, focusing on creating content that helps developers get the most out of ngrok.
Mar 25, 2026
Latest PostQuantization from the ground up
A complete guide to what quantization is, how it works, and how it's used to compress large language models
Jan 29, 2026
What those AI benchmark numbers mean
An explanation of 14 benchmarks you're likely to see when new models are released.
Dec 16, 2025
Prompt caching: 10x cheaper LLM tokens, but how?
A far more detailed explanation of prompt caching than anyone asked for.
Nov 17, 2025
Migrate from ingress-nginx to the ngrok Operator
A step-by-step guide to migrating from ingress-nginx to the ngrok Operator without downtime.
Oct 27, 2025
Self-hosting with and without ngrok
A step-by-step guide to self-hosting your web app using a VPS, Caddy, and systemd, with tips for using ngrok as an alternative.
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