Live data from Hacker News

Viewing profile — ahk-dev

ahk-dev

HN member
Joined
Wed, Jul 08, 2026, 2:51 PM UTC
HN karma
7
Public activity
16 items

About ahk-dev

Investor and open-source AI tinkerer. Interested in local models, dev tooling, and agent infrastructure.

Recent public activity

  1. story
  2. comment
    Comment #48989601

    One thing I'd find interesting is the inverse view: instead of starting from a place or artifact, start from a museum and visualize the geographic footprint of its collection. It c…

  3. comment
  4. comment
    Comment #48983467

    [flagged]

  5. comment
    Comment #48977933

    My guess is the 100% case is one of those situations where the benchmark is almost entirely measuring the tiny function itself. If half the instructions are bounds checks and branc…

  6. comment
    Comment #48944867

    USB-C reminds me of HTTP: one familiar interface hiding an enormous amount of complexity underneath. That's great for experts, but difficult for everyone else because the same conn…

  7. comment
    Comment #48944857

    [flagged]

  8. comment
    Comment #48932121

    This seems like the important distinction: making the infrastructure look like one database to the application is different from making it behave like one unrestricted relational d…

  9. comment
    Comment #48918196

    I think we're converging on two separate security models. One is capability minimization (filesystem, network, shell permissions). The other is context minimization. An agent that …

  10. comment
    Comment #48907616

    I think that's the practical implication. Whether it's "thinking ahead" or not, if the model can reliably predict a failing trajectory several agent turns in advance, an agent coul…

  11. comment
    Comment #48904311

    [flagged]

  12. comment
    Comment #48845385

    [flagged]

  13. comment
    Comment #48845331

    [flagged]

  14. comment
    Comment #48843039

    [flagged]

  15. comment
    Comment #48834585

    The benchmark debate is fair, but I think the more interesting signal is how quickly coding models are becoming a category of their own rather than just smaller frontier models. Mo…

  16. comment
    Comment #48832967

    [flagged]