Building BrewCore: Espresso Tracking on Vercel, DynamoDB, and Amazon Bedrock
Beyond the Timer: How I Built BrewCore for the H0 Hackathon Home espresso is a paradox. Baristas obsess over the micro-details the gram weight, the…
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Building "Focus Flow" — A Serverless Productivity Suite with AWS Aurora and Vercel v0
Disclaimer: I created this post and project for the purposes of entering the H0: Hack the Zero Stack with Vercel v0 and AWS Databases hackathon. We…
Making Human Approvals Trustworthy
At first, approvals sound simple. Show a button. Let someone click approve. Continue the workflow. But real approvals are much harder than that. Nod…
Building Nod With Vercel And Amazon Aurora PostgreSQL
Nod is an approval API for AI agents, scripts, and workflows. The idea is simple: Your app wants to do something risky. Nod asks a human for approva…
How I Built a Self-Learning YouTube AI on AWS Aurora (And Barely Survived the Weekend)
Eight months ago, I couldn't write a single line of code. I was just a guy in Tunisia trying to figure out how to make things work on the web, tinke…
AI Governance as a Database Primitive: Building FarmOps Desk on Aurora + pgvector + Bedrock
This article is part of my submission to the H0: Hack the Zero Stack hackathon, in the Monetizable B2B App track. Most "AI apps" treat the model as…
I Built a Full-Stack B2B Marketplace in 3 Days With V0, Next.js 16, and Vercel's AWS Integration — Here's What Actually Happened
The honest account: what worked, what broke, and what I'd do differently. Three days. One B2B Dutch-auction marketplace. Here's the realistic versio…
How I Built a Personal AI Knowledge Base with Amazon Aurora pgvector and Next.js — AWS H0 Hackathon
I built ChatScroll for the AWS H0 Hackathon — an app that lets you save AI answers as searchable "Scrolls" using Amazon Aurora PostgreSQL with pgvec…
How I Built a Self-Verifying AI Agent with DynamoDB and ReAct Reasoning
Built for the #H0Hackathon — Hack the Zero Stack with Vercel v0 and AWS Databases Most AI pipelines follow a fixed script: input in, output out, nob…