I Built a Smart Invoice Assistant Using Local AI

<blockquote> <p>An offline-first, multilingual point-of-sale and shop register for Pakistan's roughly 3 million kiryana (neighbourhood grocery) shops. It includes an on-device,

<h1> MenuMitra AI 🍽️ – Local AI for Multilingual Restaurant Menus </h1> <p><em>Submission for Hacktoberfest Week 2: Side Hustle</em></p> <h2> What I Built </h2> <p>MenuMitra AI

<p>This is a submission for the "Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle" (<a

<p><em>This is a submission for the <a href="https://dev.to/challenges/hacktoberfest-week2-2026-10-12">Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle</a></em></p> <h2>

<h1> InvoicePilot AI: Turn Messy Receipts Into Organized Expenses </h1> <p><em>This is a submission for the <a

<p>As a solo developer, the biggest bottleneck isn't usually the ideas—it's the time required to execution. Recently, I wanted to launch a suite of free web tools for developers

<p>I didn’t go into the MeDo hackathon with some big, polished idea. I just wanted to build something I’d actually use.</p> <p>So I made <strong>Exam AI</strong>.</p> <p>The

<p>Let's be real: the current AI coding workflow is tedious. </p> <p>You hit a bug. You copy your code. You tab out to ChatGPT/Claude. You paste it. You copy the fix. You paste it