🌍 Dev.to

I Tried to Build a Bengali Voice Dialer for Android. Here Is What Actually Happened and How I Finally got it right.

A personal project to make phone calls easier for an elderly, non English-speaking parent that works entirely offline, and the long road through Whisper models, sherpa-onnx, frame-size crashes, and Android's scoped storage pitfalls before it finally worked with zipformer. 12 min read · Android · AI models · Bengali · ASR · On-device AI I wanted to build a simple tool for my elderly, non-English-speaking mother: an Android voice dialer that would let her say a Bengali nickname—like "মিলি" ...
🌍 Dev.to

DockFlare: Docker labels, Cloudflare Tunnels, and a little less dashboard clicking

Hello everyone, I wanted to share a project I started in 2025 to solve something that kept getting on my nerves in my own homelab. Every time I deployed another container, I found myself back in the Cloudflare dashboard. Add a hostname, point it at the service, configure Access, and remember to clean things up when I stopped using it. Nothing particularly difficult. Just the same work, again and again. Everything else about the service was already in my Docker Compose file. Having it...
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I got tired of rebuilding the same Angular mobile app setup, so I built LaunchKit Mobile

Every time I started a new Angular mobile app, I found myself rebuilding the same foundation: Authentication Refresh tokens Secure storage Offline handling Push notifications Biometrics Translations RTL support Dark mode API integration Eventually, I decided to turn that repeated setup into a reusable starter. That became LaunchKit Mobile , an Angular 22 + Ionic + Capacitor starter designed to provide the production plumbing before you start building the actual bu...
Your Agent's Memory Is an Attack Surface
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Your Agent's Memory Is an Attack Surface

In Post 3, the behavioral difference tracked the memory graph, not the substrate. When I swapped one individual's learned associations into an identical brain, the subject did not just get confused. It went below chance, scoring 0.17 on the six-cue, three-action task, actively steered toward another individual's answers. In an isolated sandbox that is a curiosity. In any real system where an agent's behavior is reinstated from an external, writable memory, it is a vulnerability. The structural i...
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Exact Match Or Fuzzy Logic For OFAC? 1,400 Tests Changed My Mind.

api, #security, #compliance, #discuss Last Tuesday I typed Sergei Ivanov into a sanctions screener and watched it explode. The API came back with 101 total matches : 50 from OFAC SDN, 1 from the UN Consolidated list, 50 from EU FSF, and zero from UK FCDO or BIS CSL. Threshold was 0.7. One common Russian name. A hundred and one alerts. I'd spent the previous week arguing that fuzzy logic was the only responsible way to catch sanctions evaders. They change spellings, swap transliteration...
🌍 Dev.to

How I Built a Zero-Cost Python Webhook Engine to Bypass a High-Friction Voting System

When I entered the CANEX Create-Thon competition, I quickly realized I wasn't just competing against other creators but rather I was also competing against bad UX. The Gebeya platform requires users to complete a full email sign-in just to cast their vote. For organic traffic, that level of friction means a 90% drop-off rate. Instead of begging for votes, I decided to engineer a bypassing channel. I've detailed below how I built the zero-cost automated funnel using a code-first architectu...
HackerNews

I'm Tired of the AI Tone

Article URL: https://sagivo.com/blog/im-tired-of-the-ai-tone Comments URL: https://news.ycombinator.com/item?id=49774665 Points: 41 # Comments: 51
HackerNews

Ask HN: What to focus on in this age of AI

So software became cheap now with this whole AI schtick. Now what to properly focus on? Comments URL: https://news.ycombinator.com/item?id=49774797 Points: 2 # Comments: 3
HackerNews

How ISIL is using Big Tech's AI to build bombs

Article URL: https://www.aljazeera.com/news/2026/9/18/just-ask-grok-how-isil-is-using-big-techs-ai-to-build-bombs Comments URL: https://news.ycombinator.com/item?id=49775141 Points: 2 # Comments: 0
HackerNews

Google knows you – does AI?

Article URL: https://www.scanora.ai Comments URL: https://news.ycombinator.com/item?id=49776542 Points: 1 # Comments: 0
HackerNews

Karen Nikoghosyan Is Building AI Operating Layers for Multichannel Commerce

Karen Nikoghosyan works at the crossroads of AI, e-commerce operations, and talent development. As founder and CEO of eSwap Global, he offers a platform that unifies inventory, order, and shipping management for multichannel sellers, including Amazon, Shopify, Walmart, eBay, Etsy, Wayfair and other marketplaces. Karen also runs Ghost Services LLC, a software development agency that has delivered products for more than 80 companies, and is founder and executive director of the Techno-Educational ...
HackerNews

Ask HN: What is one plausible path to 'AI extinction'?

This is being thrown around a lot, including the dreaded "10% chance by the end of this decade". Every conversation I have seen about this, mostly on twitter, not once have I seen anyone connecting the dots on concretely and plausibly how this might pan out. It is usually 1. Train powerful AI 2. ??? 3. Extinction I personally find it implausible, but some quite smart people have talked about it so I am also not dismissing it as pure fear-mongering. The reasons I do not think it is plausible: 1...
HackerNews

Reviving Old Places in Macedonia with AI

Article URL: https://www.gocemitevski.com/reviving-old-places-in-macedonia-with-ai/ Comments URL: https://news.ycombinator.com/item?id=49776814 Points: 1 # Comments: 0