The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Kuras — AI Product Suggestion Dashboard for E-commerce
AI-powered product suggestion dashboard built for a 120,000+ SKU e-commerce catalog. Combines a real-time analytics dashboard with a conversational AI chatbot that returns inventory-aware product recommendations — complete with pricing, stock levels, and reasoning — grounded strictly in the client's product data.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
AI-powered financial analytics platform built with FastAPI, Pandas, DuckDB, and Gemini API for data analysis, REST APIs, natural-language-to-SQL queries, and automated business insights.
This is a production-ready Next.js boilerplate with authentication, billing, AI integration, and an admin panel already wired together and tested end-to-end — not just scaffolded, actually working with real Stripe and Razorpay test transactions, real webhook handling, and a real Postgres database via Prisma.
The real test transactions are a useful proof point. I'd show a failed payment and its retry in the demo too, so someone can see whether account access stays in sync when billing goes wrong.
Most agent bugs are invisible: the agent loops, drops context or calls a tool it shouldn't, and all you see is a wrong answer. I wrote an agent harness from scratch in Python — loop control, context compaction, permissioned tools, sub-agents — and Harness Studio, a web app that replays every run: one lane per agent, each event explained, and the exact context each agent held when it stopped.
