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Let's look at an example post in HN Companion. This is the post on singularity in the home page right now:

https://app.hncompanion.com/item?id=46962996

This post has 500+ comments with various viewpoints and you see the summary on the right side.

You are right that most of the time threads are organized into local groups. But in the above example, there are many comments that relate to the same topic, but are not under the same parent comment. HN Companion's summary surfaces this into a topic "Limitations of Current AI Models" which shows comments from up and down the post.

You can click on the author name in that topic in the summary panel, it will take you directly to the comment. This is what we meant by "continue the conversation there", i.e you are now in the main HN experience, so you can navigate to child/parent/sibling comments (through the link buttons or keyboard navigation).

We definitely don't want AI to write comments. Happy to elaborate if you need.


Honestly, after checking out the link, seems like something I'll personally never use/want.

I'm okay with crawling through comments and taking in the various viewpoints instead of having an LLM summarize it for me.

It basically kills the entire tone/vibe of the place and makes everything seem like robot-written with no personality. Also it's kind of weird you're taking other people's words and then reframing it for them/others.

Also nowhere does that thread seem to be "overwhelming with information" like you originally claimed. Basically solving a non-problem.


Fair enough. I completely understand that the experience and hunting for gems in the comments is the core appeal of HN for many and AI summaries definitely aren't for everyone.

That said, we are seeing a consistent daily user base who do find value in the summarization, so it seems to be solving a pain point for a specific segment of readers, even if not for all.

Apart from the AI features, we actually built HN Companion as a general power-user client. It supports keyboard-first navigation (vim-style J/K bindings for comment navigation), seeing context for parent/child comments without losing your place, and tracking specific authors across a thread.

You might find those utility features useful even if you ignore the summary sidebar entirely. In the browser extension, the summary panel is something the user have to activate - it doesn't show-up by default.


Good point. Can you elaborate a little bit more? Do you mean corroboration within the same discussion or across multiple discussions?

Co-author here. Forgot to share the link to the fine-tuned model [0].

[0] https://huggingface.co/georgeck/models


Genuine question to understand - have you tried this approach to build or break any habit for yourself? What were the learnings from it - what worked and what didn't? And how did you tweak the approach for the next habit?


Short answer: yes, I have--walking. I think the main learnings were (a) have faith in absurdly small steps, repeated, and (b) my anxious brain is always looking for the slightest excuse to skip it. No real tweaks, except keep trying to make the step smaller.


I came here to say

1) Amen 2) I wonder if this is isolated to junior dev only? Perhaps it seems like that because junior devs do more AI assisted coding than seniors?


I agree, though I would prefer to highlight the first half of the first item - transparency. Also, perhaps make Safety an independent principle than combining with Security.

These are a good set of principles for any company (or individual) can follow to guide them how they use AI.


I agree - the content you write about LLMs is informative and realistic, not hyped. I get a lot of value from it, especially because you write mostly as stream of consciousness and explains your approach and/or reasoning. Thank you for doing that.


Congrats — well deserved! I love the game and play it every day; it's actually the first thing I do in the morning. A big fan of Hard mode! My best friend has also started playing it and we share the results with each other.

Just one feedback - on desktop browsers, I can see the list of answered clues below the textbox, but on the phone (Brave or Firefox on Android), I don't see that list. I am not sure if this is a feature or a bug, but it’s a feature I miss when playing on my phone. Seeing those answers gives that little “aha!” moment of satisfaction.

I also made a custom GPT - Bracket GPT [0] that helps in solving the clues when I am stuck. It doesn’t directly give the answers, but offers hints to help nudge you to the solution. It’s a fun companion when you're totally blanking.

[0] https://chatgpt.com/g/g-67e0f124cd408191943faadb3d70c6df-bra...


This is the script that assembles the structured comments and generates the summary - https://github.com/levelup-apps/hn-enhancer/blob/main/script...

You can run it as: node summarize-comments.js <post_id> Example: node summarize-comments.js 43597782

And the summary will be put in the "output" folder.

You need to set the environment variable (in this case OPENROUTER_API_KEY because LLama4 is currently available at OpenRouter).


This! I love the pure joy of picking both the destination and the path. No pressure, no goal — just the joy of building for its own sake.

These two lines really hit home:

> You don’t have to listen to any other voices here, except that quiet one inside of you that’s gently urging you to do the thing you know you need to do.

> You don’t need to know where it’s going to lead. For that matter, it doesn’t have to lead anywhere. Nothing ever has to come of it.

That freedom is everything. Just creating because it feels right (to me).


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