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Nora (Cat)

https://en.wikipedia.org/wiki/Nora_(cat)
1•dvrp•1m ago•0 comments

Ask HN: If HTML supersedes Markdown, AI IDEs will need to render HTML?

1•zameermfm•2m ago•0 comments

Ask HN: Feedback on a verifiable shared-state protocol for inter-org systems

1•abhishek2580•4m ago•0 comments

How to get yourself to do things (2015)

https://www.raptitude.com/2015/03/how-to-get-yourself-to-do-things/
1•N-Krause•6m ago•0 comments

Agent-Friendly Documentation Spec

https://agentdocsspec.com/
1•taubek•7m ago•0 comments

Some Japanese snack packages are turning black and white as war depletes ink

https://apnews.com/article/iran-war-hormuz-color-ink-japan-3ce00fb5e9e9abeb6dd8116522272cec
2•petethomas•19m ago•0 comments

Show HN: Voting and Governance is now decentralized across all regions

https://www.youtube.com/watch?v=PXr1zrASF14
1•gaze272•20m ago•0 comments

Cortical Cloud – Code to Real Neurons

https://corticallabs.com/cloud
1•oldfuture•21m ago•1 comments

AMD Crafts Custom EPYC CPU with 128GB HBM3 (EPYC 9V64H) (2024)

https://www.tomshardware.com/pc-components/cpus/amd-crafts-custom-epyc-cpu-for-microsoft-azure-wi...
1•peter_d_sherman•21m ago•0 comments

Deterministic Fully-Static Whole-Binary Translation Without Heuristics

https://arxiv.org/abs/2605.08419
6•matt_d•22m ago•0 comments

Google introduces measure to stop doom scrolling

https://blog.google/products-and-platforms/platforms/android/pause-point/
2•paglaghoda•27m ago•1 comments

ZML: Between Jax and Llama.cpp

https://jaco-bro.github.io/blog/?post=zml_chat_250613.md
1•jaco-bro•27m ago•0 comments

Refactoring as Algebra: Small Steps to Clarity

https://ignition.github.io/posts/refactoring-as-algebra/
1•taubek•28m ago•0 comments

NEET UG – a med school exam is cancelled (India)

https://twitter.com/NTA_Exams/status/2054089524347871736
1•mfrw•28m ago•0 comments

I Want to Be a von Neumann Probe: Why We Need to Fix AI Safety

https://justinldew.substack.com/p/i-want-to-be-a-von-neumann-probe
1•jldew93•30m ago•0 comments

We tested super-resolution pre-filter for LPR OCR. It did nothing

https://www.wink.co/documentation/Neural-Super-Resolution-Pre-Filter-LPR-2026
1•xmichael909•35m ago•0 comments

How LLMs Work

https://arpitbhayani.me/blogs/how-llms-work/
1•skydiver7373•35m ago•0 comments

Show HN: One memory layer across every MCP-compatible AI tool

https://subvault.ai
1•gavinb-code•42m ago•0 comments

Reasoning-core: 130M-param guardrail keeping AI agents honest

https://github.com/jakubkrzysztofsikora/reasoning-core
1•mnvibe26x7•48m ago•0 comments

Show HN: SWEny, YAML workflows for AI agents I'm running in prod (triage, E2E)

https://github.com/swenyai/sweny
1•wickdninja•48m ago•0 comments

Hex: Introducing Generative Data Apps

https://hex.tech/blog/introducing-generative-data-apps/
1•tomtomau•50m ago•1 comments

The Space Shuttle and the Horse's Rear End

https://astrodigital.org/space/stshorse.html
1•thunderbong•53m ago•0 comments

Jupiter supercomputer breaks world record with 50-qubit quantum simulation

https://www.sciencedaily.com/releases/2026/05/260510234715.htm
1•jldew93•53m ago•0 comments

SSHD Log Security Analysis - popular languages SDKs

https://github.com/melezhik/Sparrow6/blob/master/task.check
1•melezhik•54m ago•6 comments

Prompting Patterns (Groq Documentation)

https://console.groq.com/docs/prompting/patterns
1•tacone•56m ago•0 comments

AI was made for junk mail

https://junkmailmagic.com
1•husky8•1h ago•0 comments

I got tired of realizing "discounts" weren't discounts

https://apps.apple.com/us/app/silicon-ai-price-comparison/id6764054291
2•stayoneup•1h ago•0 comments

Show HN: SelfCertForge, manage root CAs and self-signed certs on macOS/Windows

https://github.com/rbonestell/SelfCertForge
3•rbonestell•1h ago•0 comments

I vibecoded a game and got my first paying supporter

https://gunguesser.com
1•salad_v•1h ago•1 comments

xkcd: Well 2

https://xkcd.com/568/
5•ulrikrasmussen•1h ago•0 comments
Open in hackernews

Show HN: acmsg (automated commit message generator)

https://github.com/quinneden/acmsg
15•qeden•12mo 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•12mo 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•12mo 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•12mo 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•12mo 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•12mo ago
The commit itself is the content diff. Repeating that in the log message is redundant.
owebmaster•12mo ago
no, it is not redundant, a summary makes it easier to search and find the correct commit to read the full diff.
hiatus•12mo ago
Isn't that solved with blame?
InsideOutSanta•12mo 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•12mo 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•12mo 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•12mo 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•12mo 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•12mo 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•12mo ago
Do you need an LLM to create those commit messages?
alzamixer•12mo 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•12mo ago
Don't forget to include committed code in the context when amending.
theknarf•12mo 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•12mo 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•12mo ago
Just click the copilot button in any ide to generate an automated commit message in less than one second. This is effectively useless.