ARAreef Rezainareefreza.hashnode.dev·Apr 26 · 16 min readSpec-Hub: A Team Harness for Spec-Driven, AI-Native DevelopmentTL;DR: Specs are the new source code. Managing them at team scale is its own engineering problem. I built spec-hub, a stateless MCP service backed by MongoDB that gives any team a shared harness for f00
ARAreef Rezainareefreza.hashnode.dev·Mar 30 · 14 min readDesign Orchestration: A New Pattern for AI-Driven DevelopmentTL;DR: AI can generate UI fast. Designers make it right. I built a system that connects both into one loop. AI handles capture, generation, and implementation. Designers step in where judgment matters00
ARAreef Rezainareefreza.hashnode.dev·Mar 14 · 10 min readTaking My AI Email Assistant Fully LocalTL;DR: I rebuilt my AI email assistant to run entirely on my laptop. No cloud APIs, no subscriptions, and no email data leaving my machine. The system runs on Ollama using Mistral NeMo 12B for classif10
ARAreef Rezainareefreza.hashnode.dev·Feb 27 · 21 min readThe Age of Personal AI AppsTL;DR: I built a fully custom AI email assistant that triages my inbox, handles invoices, and lets me search months of email history in natural language. It runs on Google Cloud services, costs almost00
ARAreef Rezainareefreza.hashnode.dev·Feb 15 · 18 min readThe Spec IS the Code: The Rise of Spec-Driven DevelopmentTL;DR: Stop treating PRDs as static documentation and start treating them as executable source code. This post explores the shift to spec-driven coding, where high-precision requirements, grounded in your actual codebase, directly generate production...00
