The latest articles on DEV Community by diekaiju (@diekaiju). https://dev.to/diekaiju https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3992675%2F496a1969-d57a-4c66-b48a-6d2c2e282d62.png https://dev.to/diekaiju en diekaiju Sun, 25 Oct 2026 01:29:55 +0000 https://dev.to/diekaiju/orca-architecture-3f5c https://dev.to/diekaiju/orca-architecture-3f5c <p>Hi everyone! I'm working on a security-focused system based on Orca architecture. The goal is to provide evidence-based responses that are both fast and reasonable. I'm specifically looking for advice on the best way to implement the reasoning traces and how to integrate a reliable knowledge base for the evidence part (possibly via RAG). Does anyone have experience with this approach, or can you point me toward any public projects or resources that use Orca-style distillation for specialized security tasks? Thanks!</p> ai security machinelearning discuss diekaiju Fri, 23 Oct 2026 03:16:48 +0000 https://dev.to/diekaiju/freetube-web-unofficial-54b2 https://dev.to/diekaiju/freetube-web-unofficial-54b2 <h2> I’ve been working on a small project I’m excited to share: </h2> <p>a privacy-focused, serverless YouTube client and browser extension ecosystem powered by FreeTube (Vue 3 client) and NewPipe Extractor compiled to WebAssembly (Rust).</p> <p>What it does:</p> <ul> <li>runs a Rust/WebAssembly backend in the browser</li> <li>connects the frontend and extractor into one working flow</li> <li>explores a serverless approach to YouTube client access</li> </ul> <p>Firefox add-on: <a href="https://addons.mozilla.org/en-US/firefox/addon/freetube-web-unofficial/" rel="noopener noreferrer">https://addons.mozilla.org/en-US/firefox/addon/freetube-web-unofficial/</a></p> <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3k0lzlnti9eg2vljrm9d.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3k0lzlnti9eg2vljrm9d.png" alt=" " width="799" height="426"></a></p> <blockquote> <p>Goal was making a lightweight client that can run on every device that can run browser. Your feedback and thoughts would be much appreciated.</p> </blockquote> google webdev programming privacy diekaiju Fri, 31 Jul 2026 17:11:35 +0000 https://dev.to/diekaiju/host-youtube-locally-55oa https://dev.to/diekaiju/host-youtube-locally-55oa <p>LocalTube is an enhanced, self-hosted streaming server solution built on top of a specialized fork of NewPipe Extractor. By bundling a lightweight and concurrent Java HTTP server inside an Android application (localServerApp), LocalTube enables you to browse, search, and stream content from major streaming platforms directly from any device in your local network using a standard web browser.</p> <p>GitHub <a href="https://github.com/diekaiju/localtube" rel="noopener noreferrer">link</a></p> <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fa78qyf0c56hd80p258q8.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fa78qyf0c56hd80p258q8.png" alt=" " width="799" height="444"></a></p> <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fogxt8y8hom27t9lyjyk6.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fogxt8y8hom27t9lyjyk6.png" alt=" " width="799" height="444"></a><br> <a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fx3tqps008697bisbtg1g.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fx3tqps008697bisbtg1g.png" alt=" " width="575" height="1026"></a><br> <a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fp356l7zox0p0yirmftvp.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fp356l7zox0p0yirmftvp.png" alt=" " width="575" height="1026"></a><br> <a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F1ew4lhupk4jtmyl4tebv.jpg" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F1ew4lhupk4jtmyl4tebv.jpg" alt=" " width="720" height="1640"></a><br> <a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ffz6ru2agw09yixciwd7j.jpg" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ffz6ru2agw09yixciwd7j.jpg" alt=" " width="720" height="1640"></a><br> <a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5xondzwziml8sjxsnkls.jpg" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5xondzwziml8sjxsnkls.jpg" alt=" " width="720" height="1640"></a></p> opensource privacy mobile github diekaiju Sat, 27 Jun 2026 01:18:52 +0000 https://dev.to/diekaiju/duckassist-3c5a https://dev.to/diekaiju/duckassist-3c5a <p>DuckAssist is a lightweight WebView wrapper for Duck.ai, built to make the service easier to use on Android for everyday tasks. The goal is simple: provide a minimal, storage-friendly way to access Duck.ai without adding unnecessary overhead.</p> <p>Duck.ai is a private AI chat service that gives access to modern models through a clean interface, and DuckAssist just tries to integrate that experience into Android in the most straightforward way possible.</p> <p>GitHub: <a href="https://github.com/diekaiju/duckAssist" rel="noopener noreferrer">https://github.com/diekaiju/duckAssist</a></p> ai webdev opensource tooling