Golang
Go for Healthcare Software: 3 Problems, One Language
Generating fake patients, running recurring jobs, and keeping an AI layer honest and de-identified downstream of an EMR: 3 different problems, and Go's answer to each one still fits in a small file.Generating Synthetic OSCAR Patients Without the 20GB Synthea Download
Getting a Synthea population usually means a Java CLI run and a bulk export that dwarfs what OSCAR actually needs. Here's an in-memory, chunked patient generator that skips all of it.OSCAR EMR Ships Empty (So I Loaded 1,163 Fake Patients Into It)
OSCAR EMR has no sample data out of the box. Here's how Synthea and a Go CLI filled it with 1,163 synthetic patients, and what a 15-year-old EMR schema taught me about healthcare data.I Taught Nutmeg to Roast My Pickup Soccer Group (So I Wouldn't Have To)
Nutmeg's stats now get read out loud by an LLM: savage player roasts and full satirical match reports, grounded strictly in real numbers. Here's how it works and what almost went wrong.Why I Built Nutmeg (So My Friends Would Stop Lying About Their Stats)
Why I built Nutmeg, a self-hosted stats tracker for pickup soccer groups, after one too many arguments about who actually won.My SaaS Tech Stack: Chosen by an Engineer Who Likes Simplicity
Why my SaaS uses a boring, simple tech stack, and why that's exactly what makes it scalable.How Scrapeit's Workers Find Each Other Without a Central Broker
A REST endpoint as a rendezvous point, a Kademlia DHT for wide discovery, mDNS for the LAN, and a polling loop that keeps Postgres and Ethereum honest with each other: the plumbing behind Scrapeit's worker swarm.Why I Built Scrapeit: A Decentralized Scraping Marketplace
Scraping at any real scale costs money in infrastructure, proxies, and upkeep. Scrapeit is a marketplace where anyone can earn ETH scraping pages for people who'd rather pay a few cents than run the infrastructure themselves.Simple Concurrent Web Scraping in Go with Geziyor, GoQuery, and Headless Chrome
Using Geziyor, GoQuery, and headless Chrome to build concurrent Go web scrapers: from static HTML to JavaScript-rendered pages.How to Test Go Code Without a Test Framework
Writing type-safe Go test helpers with generics, reflect.DeepEqual, and testing.Helper(): no external test framework required.