added supabase integration so tasks actually persist. implemented rate limiting (5 req/min per IP) to prevent abuse. built out an 8-template system with optimized prompts for common workflows (business plans, landing pages, marketing strategies, etc). added keyboard shortcuts (Cmd+K to open quick task search) because power users deserve fast access. implemented result modal for viewing full results without scrolling. settings now persist to localStorage so user preferences stick around. updated all dashboard pages to pull real data from the database instead of hardcoded samples. everything still works without a database configured, it just gracefully degrades.the app went from “works but doesn’t persist anything” to “production-grade SaaS with templates, shortcuts, and data persistence.” still under 10kb of production bundle js. no bloat. everything has a reason for existing.