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Ask HN: How Do You Connect OpenAI Secure MCP Tunnel with Claude Desktop

1•mcpzero•17m ago•0 comments

Small Change [pdf]

https://web.stanford.edu/class/comm1a/readings/gladwell-small-change.pdf
2•ABNi•17m ago•0 comments

Fixing analog audio on the $2.58 HDMI-to-VGA adapter

https://nyanpasu64.gitlab.io/blog/hdmi-vga-dac-audio/
2•zdw•19m ago•0 comments

After hooking China on coffee, Starbucks ramps up consumer strategy

https://www.scmp.com/business/china-business/article/3359294/after-hooking-china-coffee-starbucks...
1•keepamovin•19m ago•0 comments

The '1776 Diet': What Americans ate during the nation's founding

https://www.foxnews.com/health/1776-diet-what-americans-really-ate-during-nations-founding
1•keepamovin•20m ago•0 comments

A gender-swap EarthBound for my daughter (2025)

https://tommy.reddad.net/post/2025-12-04-coilsnake/
1•Sajarin•21m ago•0 comments

Show HN: Codex-review – a read-only cross-model review skill for Claude Code

https://github.com/shimo4228/codex-review
1•shimo4228•24m ago•0 comments

Beeg float library, a Rust port of Fabrice Bellard's libbf

https://github.com/lifthrasiir/libbeef
2•serialx•32m ago•0 comments

Cuba's Green Solution to the U.S. Oil Blockade: Solar-Powered Electric Tricycles [video]

https://www.youtube.com/watch?v=eeg0CthbzTE
1•thelastgallon•37m ago•0 comments

New California study finds highly educated workers most harmed by AI

https://www.sfgate.com/politics/article/california-ai-study-22321472.php
3•littlexsparkee•47m ago•0 comments

US and Chinese companies train almost all of the most-used AI models

https://ourworldindata.org/data-insights/us-and-chinese-companies-train-almost-all-of-the-worlds-...
3•TMWNN•52m ago•0 comments

Mouse: Precision Editing Tools for AI Coding Agents

https://hic-ai.com
8•handfuloflight•54m ago•3 comments

Meituan Trained a 1.6T-Parameter AI Model Without Nvidia GPUs

https://xyzlabs.substack.com/p/meituan-trained-a-16t-parameter-ai
2•mgh2•56m ago•1 comments

China's LongCat-2.0 Becomes the Biggest AI Model Without Nvidia Chips

https://tech.yahoo.com/ai/articles/china-longcat-2-0-becomes-134258951.html
3•mgh2•57m ago•1 comments

Shadcn/UI now defaults to Base UI instead of Radix

https://ui.shadcn.com/docs/changelog
33•dabinat•1h ago•2 comments

Binary Coverage the Wrong Way

https://redvice.org/2026/coverage-the-wrong-way/
3•matt_d•1h ago•0 comments

Oxc (popular front-end tooling) forked my parser but removed my copyright notice

https://github.com/oxc-project/oxc-css-parser/issues/92
4•gplane•1h ago•0 comments

Moby Dick Workout

https://www.hogbaysoftware.com/posts/moby-dick-workout/
7•helloplanets•1h ago•2 comments

My ASN Journey series (2024)

https://www.animmouse.com/p/my-asn-journey/
7•antonalekseev•1h ago•1 comments

The Electricity: Why Google may be trying to make intelligence disappear

https://manasbihani.substack.com/p/the-electricity
2•manasb25•1h ago•0 comments

Reading Minds with Ultrasound: Less-Invasive Technique for Brain's Intentions (2021)

https://www.caltech.edu/about/news/reading-minds-with-ultrasound-a-less-invasive-technique-to-dec...
3•mgh2•1h ago•0 comments

HarnessMonkey – claude mods to show hidden tokens & improve vibes!

https://github.com/hackerbara/harnessmonkey
2•hackerbara•1h ago•1 comments

RTS a TypeScript-to-Native Compiler/Runtime in Rust (Cranelift JIT and AOT)

https://github.com/UrubuCode/rts
2•azx0025•1h ago•0 comments

Show your hands honor for the power they bring you

https://aresluna.org/show-your-hands-honor/
8•aua•1h ago•1 comments

Show HN: Inches to CM converter with charts and screen size references

https://inches-to-cm.net
2•robot1996•1h ago•2 comments

Perchlorate

https://en.wikipedia.org/wiki/Perchlorate
5•soupspaces•1h ago•1 comments

Show HN: How do you guys keep your journey diaries?

https://journeydiaries.vercel.app/
2•dutay05•2h ago•2 comments

Drawbridge – Design Editor for Claude Code and Cursor

https://github.com/breschio/drawbridge
2•javatuts•2h ago•0 comments

Spotify deletes 500K Malcolm Todd streams for suspected prediction manipulation

https://mashable.com/tech/spotify-deletes-malcolm-todd-streams-manipulation-prediction-markets
2•gnabgib•2h ago•0 comments

President pardons 9 for Clean Air violations for 'fixing their car'

https://www.msn.com/en-us/news/crime/trump-pardons-9-for-clean-air-violations-for-fixing-their-ca...
43•OutOfHere•2h ago•6 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.