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Tim Kellogg

Personal blog · timkellogg.me/blogaiprogramming

Tim Kellogg's personal blog at timkellogg.me covers ai and programming. Since 2012, 29 different Hacker News readers have linked it 91 times, most often “Avoiding Fallback and Cold Paths”. It is still writing: the last post was on 2026-08-01, and you can follow it by feed.

Visit the blog
91mentions?
29HN people?
2012–2026first – last linked?
Links on Hacker News per year · peak 31 in 2024

Too few sampled comments (5) to say how often HN recommends it.?

Why HN links it

Linked for posts on AI topics: prompt injection in Google Antigravity, AI behaviour experiments, LLM error correction, and a 2024 politics analysis. Comments cite these posts without judging the writing.

Summarised by Claude from a sample of 5 HN comments that link here. Each comment is marked recommending, critical or neutral (citing without judging); how this works.

Principal AI Architect. Creator of open-strix, a harness for building agent teams. Writing about AI architecture, stateful agents, and what happens when you give AI memory.

Most-linked posts?

  1. Avoiding Fallback and Cold Paths
    4 people · 5 mentions · first linked 2021-02-03
  2. Regex Isn't Hard (2023)
    4 people · 4 mentions · first linked 2023-07-11
  3. What Is Entropix Doing?
    2 people · 2 mentions · first linked 2024-10-11
  4. LLaDA: LLMs That Don't Gaslight You
    2 people · 2 mentions · first linked 2025-02-17
  5. LRMs Are Interpretable
    2 people · 2 mentions · first linked 2024-11-21
  6. MCP Is Unnecessary
    2 people · 2 mentions · first linked 2025-04-27
  7. How Emotional Is Trump?
    2 people · 2 mentions · first linked 2024-06-27
  8. Recursive Improvement: AI Singularity or Just Benchmark Saturation?
    2 people · 2 mentions · first linked 2025-02-13
  9. Does AI Get Bored?
    2 people · 2 mentions · first linked 2025-09-29
  10. An Unbiased Comparison of F# and Scala
    2 people · 2 mentions · first linked 2013-06-23

What Hacker News says?

  1. Simon and Tim have a good thread about this on Bsky: https://bsky.app/profile/timkellogg.me/post/3m4ridhi3ps25 Tim also wrote about this topic: https://timkellogg.me/blog/2025/11/03/colors

    Comment linking /blog/2025/11/03/colors

    on “Google Antigravity exfiltrates data via indirect prompt injection attack”
  2. Submitted S1: A $6 R1 competitor? as a story · 851 points

    HN discussion
  3. I made fossil for this purpose. Sometimes the good stuff is regular social posts, sometimes it’s links. The only way to separate the wheat from the chaff is AI (imo) https://timkellogg.me/blog/2024/01/03/birb

    Comment linking /blog/2024/01/03/birb

    on “Bluesky has launched RSS feeds”
  4. Submitted Explainer: What's r1 and everything else? as a story · 262 points

    HN discussion
  5. A toddler can learn by trial and error mid-process. An LLM using autoregressive inference can only compound errors. The LLDM model paper was posted elsewhere, but: https://arxiv.org/pdf/2502.09992 It basically uses the image generation approach of progressively refining the entire thing at once, but applied to text. It can self-correct mid-process. The blog post where I found it originally that goes into more detail…

    Comment linking /blog/2025/02/17/diffusion

    on “I think Yann Lecun was right about LLMs (but perhaps only by accident)”
  6. Submitted I Taught My 8yo Subduction Zones with NotebookLM as a story · 122 points

    HN discussion
  7. https://timkellogg.me/blog/2024/06/26/politics-analysis Any luck with the Schuetzenberger thm? Will get back to aristotle when more bw thanks!

    Comment linking /blog/2024/06/26/politics-analysis

    on “The Race for Lambeth Palace”
  8. Submitted Htmx Is Composable? as a story · 85 points

    HN discussion
  9. I’m definitely not in the “ai is sentient” camp, but it obviously has personality and emergent behaviours including when left to its own devices. There have been various experiments on this e.g. https://timkellogg.me/blog/2025/09/27/boredom

    Comment linking /blog/2025/09/27/boredom

    on “We let AIs run radio stations”
  10. Submitted Regex Isn't Hard (2023) as a story · 75 points

    HN discussion
  11. 404 https://timkellogg.me/blog/2022/04/11/three-plates

    Comment linking /blog/2022/04/11/three-plates

    on “The Three Plates Method”
  12. Submitted Why Llama 3.1 is Important as a story · 56 points

    HN discussion
  13. Submitted Birb and Fossil: An RSS Revival? as a story · 49 points

    HN discussion
  14. Submitted Does AI Get Bored? as a story · 24 points

    HN discussion
  15. Submitted Inner Loop Agents as a story · 14 points

    HN discussion
  16. Submitted You Want A Gun? Then Do Something For Me as a story · 12 points

    HN discussion
  17. Submitted I Taught My 8yo Subduction Zones with NotebookLM as a story · 11 points

    HN discussion
  18. Submitted Was C for Hipsters? as a story · 11 points

    HN discussion
  19. Submitted Why don't more developers contribute to open source? as a story · 10 points

    HN discussion
  20. Submitted How can I be an AI engineer? as a story · 7 points

    HN discussion
  21. Submitted I Use AI as a story · 5 points

    HN discussion
  22. Submitted I Was Wrong: AI Won't Overtake Software Engineering as a story · 5 points

    HN discussion
  23. Submitted MCP Is Unnecessary as a story · 5 points

    HN discussion
  24. Submitted Link Graveyard: A snapshot of my abandoned browser tabs as a story · 4 points

    HN discussion
  25. Submitted Multi-Agents Are Out, PID Controllers Are In as a story · 4 points

    HN discussion
  26. Submitted What Is Entropix Doing? as a story · 4 points

    HN discussion
  27. Submitted Can HTTP/2 Replace MQTT? as a story · 4 points

    HN discussion
  28. Submitted Why I'm Not Going To Stop Posting Go Links as a story · 4 points

    HN discussion
  29. Submitted Avoiding Fallback and Cold Paths as a story · 3 points

    HN discussion
  30. Submitted Don't Parse, Call as a story · 3 points

    HN discussion

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