Long-form notes on Go, real-time systems, DevOps, and the messy parts of shipping software.
I spent 500+ hours building Seekrly, an AI-powered career management platform, with a focus on backend architecture, asynchronous processing, dedicated AI workers, and reliable integrations. This case study explores the engineering decisions behind a real SaaS product built with Go, Next.js, MongoDB, Redis, Python, and Docker.
A practical guide to queues and message brokers: how message delivery works, how Redis, Kafka, and RabbitMQ differ, where each fits, and how I think about choosing between them.
