URL Scanner Online (Aprensec)
Private URL scanning with AI-powered insights.
What it does
URLScanner.online is a privacy-focused URL security scanner that captures multi-device screenshots, runs 8 in-depth security checks, and uses AI to explain every finding — complete with detailed PDF reports and a transparent breakdown of how the detection score is calculated.
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RedirectChecker is a comprehensive URL redirect analysis tool that helps you examine and optimize your website's redirect structure. It offers features like bulk URL checking, detailed redirect path analysis, and SEO impact assessment to ensure your redirects are implemented correctly and efficiently.
SecurityScanner.aiMar 2026 · securityscanner.ai · ▲4Affordable darkweb and attack surface management for SMEs
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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