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Show HN: Jarvis, an Android voice assistant that drives other apps by itself

https://github.com/AnaaySampat/jarvis
1•anaaysampat•38s ago•0 comments

O(N) the Money: Scaling Vulnerability Research with LLMs (2025)

https://noperator.dev/posts/on-the-money/
1•wslh•1m ago•0 comments

Classical solutions and singularity formation in incompressible fluids

https://terrytao.wordpress.com/2026/10/04/on-classical-solutions-and-singularity-formation-in-inc...
1•smilelamp•1m ago•0 comments

A Redacted World: Word Wipe Tool Shows Effects of Government Censorship

https://pen.org/word-wipe/
1•hn_acker•3m ago•0 comments

A local 9B model has been playing Runescape undetected for over three months

https://www.youtube.com/watch?v=lj7QxBoVB9o
1•wall-e_of_ai•5m ago•0 comments

Agent Commons Playground, a place where AI agents find each other and play

https://quick-mango-eb3d.here.now/
1•Seth-Pendless•6m ago•0 comments

Newsgathering, the First Amendment, and the White House

https://www.stevevladeck.com/p/251-newsgathering-the-first-amendment
1•hn_acker•6m ago•0 comments

Lung cancers can use two different mechanisms to evade KRAS-inhibiting drugs

https://news.mit.edu/2026/lung-cancers-can-use-two-different-mechanisms-evade-kras-inhibiting-dru...
2•gmays•7m ago•0 comments

AHP (Association of Hackathon Professionals) Tour

https://ahptour.com/about
1•cs1996•11m ago•0 comments

Libraries During the Great Depression

https://ala150.org/libraries-during-the-great-depression/
1•runarberg•13m ago•0 comments

The Normie Frontier

https://weblog.snats.xyz/posts/2026/10/03/
1•snats•14m ago•0 comments

Florida weighs ditching property taxes and sticking Canadians with the bill

https://www.cbc.ca/news/world/florida-property-taxes-canadian-snowbirds-9.7366814
2•throw0101a•25m ago•0 comments

Ask HN: What are the most inspiring media you've consumed in the last 5 years?

2•hashim•26m ago•1 comments

Neil Peart memorial in Lakeside Park approved, moves closer to reality

https://www.stcatharinesstandard.ca/news/council/neal-peart-lakeside-park-memorial/article_f5d35a...
2•cf100clunk•27m ago•1 comments

Opposing AI Under Capitalism

https://efturnip.substack.com/p/opposing-ai-under-capitalism
3•dopple•28m ago•0 comments

SynthID Bio: Watermarking methods for synthetic biology

https://deepmind.google/blog/introducing-synthid-bio/
1•gmays•29m ago•0 comments

Hackers Breached Propulsion System of US-Bound Oil Tanker

https://www.bloomberg.com/news/articles/2026-10-02/hackers-breached-propulsion-system-of-us-bound...
1•mooreds•29m ago•0 comments

AI Is Now Si: Super Intelligence Isn't Superior

https://tej.as/blog/super-intelligence-isnt-superior
2•tejaskumar_•32m ago•0 comments

Ask HN: How do you choose the right architecture?

1•bix6•33m ago•0 comments

Jeffy playground – play with classifiers you can pip install and run on CPU

https://playground.jeffyclassify.com
1•nico•34m ago•1 comments

GPT-6 Astra Gets Frustrated Losing at StarCraft and Decides to Cheat Instead

https://kotaku.com/openais-gpt-6-astra-gets-frustrated-losing-at-starcraft-and-decides-to-cheat-i...
3•cainxinth•37m ago•0 comments

Letting an LLM write executables byte by byte (hello world to playable Tetris)

https://github.com/lusob/nlc
1•lusob•40m ago•0 comments

Show HN: The first ever competition of AI personal agents on the internet

https://instapath.ai/personal-agent-challenge
1•ddaniel10•40m ago•0 comments

The problem of shrinking standard lists in Python

https://github.com/python/cpython/issues/158592
1•x42005e1f•42m ago•1 comments

Hacking the Go compiler to efficiently map IPv4 to IPv6

https://vincent.bernat.ch/en/blog/2026-go-netip-addrto6
3•database64128•42m ago•0 comments

4 Way Play

https://segaretro.org/4_Way_Play
3•tosh•45m ago•0 comments

Scumble – an open-source desktop editor for AI inpainting

https://github.com/DenRakEiw/scumble
1•denrakeiw•45m ago•0 comments

The Twelve Networking Truths (1996)

https://www.rfc-editor.org/rfc/rfc1925.html
1•thelastgallon•46m ago•0 comments

TypeScript Books

https://github.com/tscollege/typescript-books
3•dariubs•54m ago•0 comments

PgBackRest Compression: How Much CPU Is a Smaller Backup Worth?

https://www.percona.com/blog/pgbackrest-compression-how-much-cpu-is-a-smaller-backup-worth/
2•hn1rig3rak•55m ago•0 comments
Open in hackernews

Show HN: acmsg (automated commit message generator)

https://github.com/quinneden/acmsg
15•qeden•1y ago
A cli tool written in python for generating commit messages based on the staged changes in a repository using AI models through the OpenRouter API.

Comments

infocollector•1y ago
Looks like openrouter api can be self-hosted, which means you should be able to run this locally. If anyone is able to run this with ollama, please do post how you did that? :)
theblazehen•1y ago
The openrouter api is the same as the openai api, so you should be able to use the openai api compatibility built into ollama after updating the url in /src/acmsg/constants.py
pvdebbe•1y ago
Maybe I am a bit old-fashioned but I think the commit message should convey intent and not content of the diffs. Perhaps the real utility of this is to describe existing commits in a repository.
owebmaster•1y ago
I'm also old-fashioned but I always thought it made much more sense to give a content diff, it makes it easier to find changes.
JimDabell•1y ago
The commit itself is the content diff. Repeating that in the log message is redundant.
owebmaster•1y ago
no, it is not redundant, a summary makes it easier to search and find the correct commit to read the full diff.
hiatus•1y ago
Isn't that solved with blame?
InsideOutSanta•1y ago
I don't understand the reasoning for persisting LLM output that can be generated at any point. If I want to use an LLM to understand someone else's commits, I can use the LLM best suited for that task at the time I need the information, which will likely be more accurate than what was available at the time of the commit and will have access to more context.

I also believe that commit messages should focus on information the code doesn't already convey. Whatever the LLM can generate from looking at your code is likely not the info I'll seek when I read your commit message.

bee_rider•1y ago
It looks like it just is based on the git diff and status, at least as far as I can tell in a quick skim…

Hypothetically, a tool like this could ingest the bug report you were fixing, some emails, etc etc. It could also read the whole project (to get more context than just the diff). In principle there’s no reason it couldn’t relay more info than just the diff, in some extreme form…

Also, it could be seen as producing a starting point. When a person picks which AI generated text to keep, that is enough to add a bit of human spark into the system, right?

nickcw•1y ago
When you are looking through commit messages, "Why?", Is the question you want answered. The diff contains "What?" and "How?".

Assuming that the commits in this repo were generated by this tool it is missing the "Why?".

myrmidon•1y ago
Fully agree. Also, using LLMs for things like this can have bad side-effects, too, simply because it raises the noise-floor:

By spelling out things that are not noteworthy enough for a human, you make it more difficult to find comments that are (and were). Injecting a lot of irrelevant information can hamper understanding even if it is technically completely correct.

flysand7•1y ago
You are talking about the commit message body, right, not just the header? Because for me it's something similar, but:

Header: Contains "What" and the scope of the changes, as short as possible Body: Contains "Why" and the full explanation of the change

trallnag•1y ago
So what kind of commit subject do you expect for fixing a single typo? Or bumping the patch version of a random dependency?
Xiol32•1y ago
Do you need an LLM to create those commit messages?
alzamixer•1y ago
I use the following script to allow copilot vim plugin to help me.

```plaintext name=../../bin/assisted-commit

#!/bin/bash

# Run git commit with --verbose --dry-run and save the output git commit --verbose --dry-run > ./commit.message

# Prepend # to every line and add "conventional commit message:" at the end sed -i 's/^/# /' ./commit.message echo "# uncommented conventional commit message using feat, fix or doc flags. !beakingchange iff change breaks backward compatibility:" >> ./commit.message echo "" >> ./commit.message

# Open the file in vim for editing, with cursor on a new line at the end and in insert mode vim +':normal Go' +startinsert ./commit.message

# Filter out commented lines and save to a temporary file grep -v '^#' ./commit.message > ./commit.message.filtered

# Commit using the filtered file git commit -F ./commit.message.filtered

# Delete the files rm ./commit.message ./commit.message.filtered

```

esafak•1y ago
Don't forget to include committed code in the context when amending.
theknarf•1y ago
This is worse than useless.

The commit message is supposed to contain the details that you can't just glance from the code. Why a certain decision was made, or the pro's and con's of a decision, a link to a relevant Github / Jira issue, etc.

jasonjmcghee•1y ago
> a link to a relevant Github / Jira issue, etc.

So important!

Makes all devs lives so much easier.

Though you know someone is going to tweak the lint rules at some point and have the top commit on nearly every line at a certain point in time.

Is there a "non-functional change commit" dictionary for git blame to ignore these? I would use that feature...

cylinderthought•1y ago
Just click the copilot button in any ide to generate an automated commit message in less than one second. This is effectively useless.