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I got tired of tedious dataset curation, so I built REDDIZ — an open-source visi

BACKGROUND
1 SIGNALFIRST DETECTED 5 October 2026
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22 Apr
I Ditched iCloud Photo Sharing and Built My Own (with an AI partner)

<p>iCloud shared albums take 26+ seconds to load on my 300 Mbps fiber connection. I timed it. Apple, a trillion-dollar company, built something that is embarrassing to show

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14 May
I Built a Full-Stack AI Second Brain App Without Writing a Single Line of Backend Code

<blockquote> <p>PDF OCR, semantic mind maps, RAG search, and a hierarchical tag system — all generated through conversations with an AI app builder.</p> </blockquote> <p>I want to

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15 Oct
CrashCart: An AI Debugger That Has to Show Its Receipts (Built on Gemma 4)

<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>

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18 Oct
DukaanVoice PK — Offline-First AI Shop Register for Pakistan's Kiryana Stores

<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,

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16 Oct
Aegis — The Privacy-First AI DevSecOps Side Hustle Powered by Local Open-Source AI

<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>

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13 May
I built an AI Agent that lives directly in your CLI and Desktop

<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

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21 Mar
How I built an AI SaaS with Next.js, FastAPI, and Dokploy

<p>Hey folks! 👋<br /> As a solo developer building for the global market, balancing performance, shipping speed, and server costs is always a tricky triangle. Recently, I launched

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1 Apr
Open-Weight AI Models Just Caught Up With GPT, Gemini and Claude. Here's What That Means for Where Intelligence Runs.

<p>In the first eight weeks of 2026, ten major open-weight LLM architectures were released.</p> <p>GLM-5 matched GPT-5.2 and Claude Opus 4.6 on benchmarks. Step 3.5 Flash

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