Projects and articles related to System Design.
Apr 23, 2026
Our platforms were stable and revenue-positive, but scale exposed retry storms, fanout bottlenecks, and noisy incidents. Here is how we decided when to add BullMQ and RabbitMQ, what we measured, and what changed.
Apr 19, 2026
Part 1 of my portfolio AI series: Convex agent component design, RAG fundamentals, OpenAI vs Google provider testing, streaming UX, and how the frontend chat bubble and /admin/ai tooling live inside one reusable AI plugin.
Apr 17, 2026
A practical guide to embedding dimensions using our Portal support retrieval pipeline and shared support/AI components: how dimension choice changes quality, latency, storage, and migration strategy.
