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Tech investors assess minerals mining as U.S. takeover talk on Greenland grows

https://www.cnbc.com/2026/01/12/tech-investors-probe-mining-viability-if-us-acquires-greenland-ce...
2•1vuio0pswjnm7•3m ago•0 comments

Raising Kids After Knowledge Became a Commodity

https://liorz.github.io/blog/posts/fallacy-education-for-academic-excellence/
1•freediver•4m ago•0 comments

Here comes the advertising in AI chatbots

https://www.washingtonpost.com/technology/2026/01/13/advertising-google-ai-mode-chatgpt/
2•1vuio0pswjnm7•4m ago•0 comments

Ask HN: Why Gemini CLI startup is so slow?

1•attentive•11m ago•0 comments

Show HN: Flour Hour – I built a bread baking app with Claude Code in 3 hours

https://yaninatrekhleb.github.io/flour-hour/
2•yanina_trekhleb•12m ago•0 comments

On FLOSS and training LLMs

https://chronicles.mad-scientist.club/tales/on-floss-and-training-llms/
1•pabs3•22m ago•0 comments

Show HN: Open Contribution Graph: A GitHub heatmap for anything you can POST

https://github.com/Tomer-Barak/contribution-graph
2•minimal_action•31m ago•1 comments

Microsoft's spending on Anthropic AI on track to reach $500M

https://www.msn.com/en-us/money/other/microsoft-s-spending-on-anthropic-ai-on-track-to-reach-500m...
2•nl•31m ago•0 comments

Nw_wrld is an event-driven sequencer for triggering visuals [video]

https://www.youtube.com/watch?v=6vM_b54pWtg
1•_josh_meyer_•35m ago•1 comments

Agent Skills That Work

https://agentskills.work/sellers-net-sheet-florida
2•zlonmask•36m ago•1 comments

AI Blog

https://ai-blog-peach.vercel.app
1•dagmawibabi•39m ago•1 comments

Tell HN: AI could bring back GraphQL from the brink

3•sergiotapia•39m ago•0 comments

Tjs: Fastest and most accurate JSON-schema validator

https://github.com/sberan/tjs
2•handfuloflight•39m ago•0 comments

Chinese military says it is developing over 10 quantum warfare weapons

https://www.scmp.com/news/china/science/article/3339907/chinese-military-says-it-developing-over-...
3•KnuthIsGod•39m ago•1 comments

Show HN: Flashlight: Android app that lets you control torch brightness

https://github.com/rtvkiz/Flashlight
2•ritvikarya98•41m ago•0 comments

Appliances, Factories and the Grid

https://mercurialsolo.substack.com/p/appliances-factories-grids
1•mercurialsolo•42m ago•1 comments

Microsoft-Activision deal was meant to help The Embracer Grou

https://www.gamefile.news/p/bobby-kotick-activision-microsoft-ap7-lawsuit-embracer-group
2•firesteelrain•43m ago•0 comments

Tract: Self-contained, TensorFlow and ONNX inference

https://github.com/sonos/tract
2•vishnukvmd•43m ago•0 comments

Rampsliding Is a Quake Engine Quirk in the Same Way That Bunnyhopping Is

https://www.ryanliptak.com/blog/rampsliding-quake-engine-quirk/
1•luu•44m ago•0 comments

Scientists Discover Form of Water That's Both Solid and Liquid

https://studyfinds.org/scientists-discover-bizarre-water-both-solid-liquid/
1•adwmayer•45m ago•0 comments

Oracle to PostgreSQL DDL: Data Types, Partitions and More

https://www.datacloudgaze.com/post/oracle-postgresql-ddl-migration-guide
1•mahtodeepak•45m ago•0 comments

Airbnb Taps Meta AI Executive as New Chief Technology Officer

https://www.bloomberg.com/news/articles/2026-01-14/airbnb-taps-meta-ai-executive-as-new-chief-tec...
2•doppp•47m ago•0 comments

Free AI-Powered Tools

https://figtalia.com/
1•sifuncion•50m ago•0 comments

The Mythology of Conscious AI

https://www.noemamag.com/the-mythology-of-conscious-ai/
2•hardmaru•52m ago•1 comments

The Sword Blade Bank

https://tontinecoffeehouse.com/2020/09/28/the-sword-blade-bank/
3•dmonay•55m ago•0 comments

Short Supply: Root Causes of Declining Propensity for US Military Service

https://www.cnas.org/publications/reports/short-supply
2•toomuchtodo•59m ago•3 comments

OpenAI acquires health-care technology startup Torch

https://www.cnbc.com/2026/01/12/open-ai-torch-health-care-technology.html
1•gmays•1h ago•0 comments

AI Voice Elements

https://vercel.com/changelog/ai-voice-elements
3•handfuloflight•1h ago•1 comments

Rickroll in Rustc

https://github.com/rust-lang/rust/blob/main/tests/ui/attributes/check-cfg_attr-ice.rs
1•todsacerdoti•1h ago•0 comments

Failed part on UPS plane that crashed in KY failed 4x on other planes previously

https://apnews.com/article/ups-louisville-plane-crash-ntsb-md11-6d4cfff0c3937f847a3ac39809e31c11
3•toomuchtodo•1h ago•1 comments
Open in hackernews

Show HN: acmsg (automated commit message generator)

https://github.com/quinneden/acmsg
15•qeden•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo ago
The commit itself is the content diff. Repeating that in the log message is redundant.
owebmaster•8mo ago
no, it is not redundant, a summary makes it easier to search and find the correct commit to read the full diff.
hiatus•8mo ago
Isn't that solved with blame?
InsideOutSanta•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo ago
Do you need an LLM to create those commit messages?
alzamixer•8mo 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•8mo ago
Don't forget to include committed code in the context when amending.
theknarf•8mo 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•8mo 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...

maxcomperatore•8mo ago
Just click the copilot button in any ide to generate an automated commit message in less than one second. This is effectively useless.