You can run production-quality large language models on your own hardware. No API keys. No rate limits. No data leaving your network. The cost? A one-time GPU investment that pays for itself in 3-6 months compared to cloud API bills. TL;DR Production-quality LLMs run on your own hardware — no API keys, no rate limits, […]
Depending on your team size and build volume, you could be spending anywhere from a few hundred to several thousand rand per month on cloud CI/CD services — from our experience working with South African SaaS teams. Your code lives on GitHub, but your infrastructure sits in a rack at home. Here’s how we built […]
This long-form deep dive unpacks how ForkMyFolio’s backend turns a simple personal portfolio into a multi-user, slug-driven, production-ready platform built on Java 21 and Spring Boot 3. TL;DR Layered Spring Boot architecture — controllers, services, repositories, DTOs, and mappers with strict boundaries. Multi-user by design: users, UUIDs, and slugs so one backend safely hosts many portfolios. Security […]
The NemesisNet Homelab: A Personal Data Center Most people build a gaming PC. I built a full-stack, self-hosted platform that powers everything from development to analytics. TL;DR A personal data center run by one person — sysadmin, network engineer, and SRE in a single body. Full hardware tour and capabilities inventory — what runs where, […]
