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Alphalinux.org Has a Wiki Again

https://lore.kernel.org/all/20261025171857.8ed673bb5900@gmail.com/
1•cbmuser•1m ago•0 comments

Git History the Future of Observability

https://github.com/premtonx/statetrack
2•premtonx•2m ago•1 comments

Does Flapping Airplanes mean short timelines and hard treaty enforcement?

https://twitter.com/imjmcinnis/status/2113337229288620403
1•gmays•3m ago•0 comments

Show HN: Code with AI simulator (game)

1•jv22222•3m ago•0 comments

Pocket Casts Unfolded

https://kean.blog/post/pocket-casts-iphone-duo
1•chmaynard•5m ago•0 comments

Cross-Platform vs. Native Mobile Development: Empirical Study

https://arxiv.org/abs/2609.21544
1•amai•6m ago•0 comments

Black October

https://twitter.com/jmilinovich/status/2113308026954543396
1•MichaelAO•8m ago•0 comments

Introducing Aqua WebKit. It's 2026, and Safari 7 is the world's best web browser

https://forums.macrumors.com/threads/c-database.249272/
1•Wowfunhappy•9m ago•1 comments

Show HN: Frontdoor: find who can assume into your cloud accounts

https://github.com/secorvia/frontdoor
1•RohaanXD•9m ago•0 comments

Psilocybin Replaces Lost Synapses in Depressed Brains

https://neurosciencenews.com/psilocybin-depression-synapses-32338/
3•bookofjoe•10m ago•0 comments

OpenAI and Anthropic cut their LLM prices by up to 80% within a few months. Why?

https://minimaxir.com/2026/10/cheap-llms/
2•minimaxir•15m ago•0 comments

Unlearning Adulthood

https://aishwaryagoel.com/unlearning-adulthood/
1•agcat•15m ago•0 comments

Crawlerpeek – check which AI crawlers your site lets in (CLI, MCP)

https://github.com/crawlerpeek/crawlerpeek
1•crawlerpeek•16m ago•0 comments

Bootstrapping the Verified Software Stack

https://theorem.dev/blog/verified-software-stack/
2•petra•17m ago•0 comments

Are You Smarter Than a Chimp?

https://geniusandimpostor.com/ayumu-test.html
1•RickJWagner•18m ago•0 comments

Serbia's Vucic concedes election defeat in historic win for student movement

https://www.reuters.com/world/europe/serbia-votes-students-seek-unseat-vucic-snap-election-2026-1...
4•consumer451•18m ago•0 comments

A hidden bias in human language challenges 70 years of science

https://www.sciencedaily.com/releases/2026/10/261023023738.htm
2•ersinesen•19m ago•0 comments

Nvidia and Micron Make Up 34% of America's Earnings Boom

https://www.wsj.com/finance/stocks/the-earnings-boom-is-heavily-reliant-on-just-a-handful-of-stoc...
2•JumpCrisscross•19m ago•0 comments

A Woman Who Made History by Answering the Phone (2015)

https://time.com/4011936/emma-nutt/
1•ripe•19m ago•1 comments

Why the Columbia River Has No Delta

https://www.worldatlas.com/rivers/why-the-columbia-river-has-no-delta.html
1•Stratoscope•20m ago•0 comments

The Launch Directory

https://thelaunchdirectory.com/
1•welsenesbros•27m ago•0 comments

iPhone Duo 1M fold test [video]

https://www.youtube.com/watch?v=vaiHWiExDXg
2•worotyns•32m ago•0 comments

Hindsight Capital's bet on a long, calm voyage pays off (2017)

https://www.ft.com/content/85f35528-e599-11e7-8b99-0191e45377ec
1•Betelbuddy•33m ago•0 comments

Raspberry Pi PicoW + LeRobot SO-ARM100 controlled via a webpage/mqtt/openai

https://github.com/AdrianCX/picohive-robotarm
1•AdrianCX•34m ago•1 comments

Using DocStrip for multiple document variants [pdf]

https://www.tug.org/TUGboat/tb41-3/tb129leingang-docstrip.pdf
1•kmstout•35m ago•0 comments

Struggling to Keep AI Out

https://blog.eunach.scot/struggling-to-keep-ai-out
4•latexr•39m ago•1 comments

Show HN: CaseCite – Free RAG caselaw research and document analysis for lawyers

https://github.com/thomasunise/casecite
14•thomasunise•39m ago•2 comments

Show HN: AgentTrust – Zero-trust security and human approvals for AI agents

https://github.com/SRN0129/Agenttrust
2•SRN0129•40m ago•0 comments

Why I'm Short the AI Buildout Even Though I'm Long Computers

https://unverifiablerewards.substack.com/p/why-im-short-the-ai-buildout-even
4•paulbaumgart•42m ago•0 comments

Don't Hinge Your Career Earnings on Technical Skills Alone

https://leveragethoughts.substack.com/p/dont-hinge-your-career-on-technical
3•maverickJ•44m 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.