RJRam Ji Tripathiinrjt.hashnode.dev·2h ago · 16 min readFrontend System Design: How I Would Architect a Production Dashboard in ReactReact dashboards rarely become difficult because of JSX. They become difficult when ownership gets unclear: who owns server data, session state, URL state, transient UI, permissions, mutations, and fa00
RJRam Ji Tripathiinrjt.hashnode.dev·23h ago · 16 min readRedis + BullMQ for AI Workloads: Retries Are Not Enough — You Also Need Idempotency and OrderingMoving AI analysis out of an HTTP request improves the request path. Queueing that work does not make it correct. In my AI Support Assistant, a new message triggers BullMQ analysis of the ticket conve00
RJRam Ji Tripathiinrjt.hashnode.dev·1d ago · 17 min readHow I Architected an AI Customer Support System with React, Node.js, PostgreSQL, Redis & OpenAIAdding AI wasn’t the difficult part. Deciding where AI belongs in the application architecture was. Adding an LLM API to an application is relatively straightforward. The harder questions begin after00