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Viewing profile — aydin212

aydin212

HN member
Joined
Sun, Jan 04, 2026, 3:46 PM UTC
HN karma
5
Public activity
12 items

About aydin212

Founder working on mobile security. Interested in on-device AI and privacy.

Recent public activity

  1. comment
    Comment #46559157

    Great to have builder insights here. What's the biggest surprise you've seen with agents on decentralized nodes? And what type of AI workload works best in this setup? Looking forw…

  2. comment
    Comment #46543960

    Great tool for early trend-spotting and lead gen. Potential filters: tech stack, geo/IP, registrant history. Useful for VCs, journalists, competitive intel. Nostalgic + practical. …

  3. comment
    Comment #46543744

    Definitely not alone. Many seniors are in the same boat. On skills focus on durable, not trendy. System design, modernization, or deep domain expertise in stable sectors.On savings…

  4. comment
    Comment #46512921

    That stall happens when tests stop being a design tool and become just a correctness check. Switching the prompt from "Does this work?" to "What would break if this core assumption…

  5. comment
    Comment #46512852

    The main gap is state sync, not sending alerts. Small businesses usually adopt reminders as a checkbox feature within a primary tool (like a scheduler or vertical CRM). The robust …

  6. comment
    Comment #46508601

    RoboKiller blocks known spam numbers, but new scam numbers slip through daily. The idea here is detecting scam tactics during the call — urgency, pressure, "act now" language — not…

  7. comment
    Comment #46508596

    Fair point — false sense of security is a real risk. The idea isn't to replace awareness, but to add a safety net. Even trained people slip up when caught off guard. But you're rig…

  8. story
    Ask HN: Would you install a scam call detector on your parent's phone?

    Google built scam call detection for Pixel, but most Android users don't have it. Thinking about building this for all Android phones - AI runs on-device, no cloud. Main use case: …

  9. comment
    Comment #46501302

    301k reviews/year is serious commitment. Curious — do you ever prune low-value cards, or is the goal to never delete anything?

  10. comment
    Comment #46501141

    Love the on-device approach. The fact that it never phones home is a huge differentiator — most "utility" apps these days are just data collection with a feature attached. The rege…

  11. comment
    Comment #46497296

    This should be required reading for anyone building government or emergency sites. During any crisis, people have spotty connections, dying phones, and zero patience for loading sp…

  12. comment
    Comment #46497273

    #3 hit hard. You can edit a bad page, but you can't edit a blank one. I've wasted weeks overthinking architecture for things I'd never built. Shipping something ugly and learning f…