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The Only Way to Make Money (2022)

https://taylor.town/make-money
1•surprisetalk•51s ago•0 comments

The medieval habit of 'two sleeps'

https://www.bbc.com/future/article/20220107-the-lost-medieval-habit-of-biphasic-sleep
1•svggrfgovgf•2m ago•0 comments

Show HN: Thrive-VET – VA rehab framework using THC and LLM tools

https://github.com/jamesrhohimer-pixel/ShowHN_EXEC_Master_Cohesive_v1.0.0
1•james_r_h•4m ago•1 comments

Are the released pictures from the Epstein documents in public domain?

https://law.stackexchange.com/questions/114104/are-the-released-pictures-from-the-epstein-documen...
1•azeemba•5m ago•0 comments

We Moved Object Storage Metadata Off LSM Trees

https://fractalbits.com/blog/we-moved-object-storage-metadata-off-lsm-trees/
4•fractalbits•6m ago•0 comments

AMD Makes More Money on GPUs Than CPUs in a Quarter

https://www.nextplatform.com/2026/02/04/amd-finally-makes-more-money-on-gpus-than-cpus-in-a-quarter/
3•rbanffy•6m ago•0 comments

Show HN: Million Whys – Healthy doomscrolling to learn and spark curiosity

https://millionwhys.com/daily
1•lyc11776611•8m ago•0 comments

How to Turn Slow Queries into Actionable Reliability Metrics with OpenTelemetry

https://www.causely.ai/blog/how-to-turn-slow-queries-into-actionable-reliability-metrics-with-ope...
1•svrnm•9m ago•0 comments

Large Tabular Models: Fundamental raises $255M to build models for enterprises

https://techcrunch.com/2026/02/05/fundamental-raises-255-million-series-a-with-a-new-take-on-big-...
2•igor_ryabenkiy•11m ago•1 comments

US Army looks for robots that can clean up chemical and bioweapons messes

https://www.theregister.com/2026/02/04/army_bots_cleanup_ai_biological_chemical/
1•Bender•13m ago•0 comments

The Earth's Rotation Can Limit IBIS Performance

https://petapixel.com/2026/02/02/the-earths-rotation-can-limit-ibis-performance/
1•speckx•14m ago•0 comments

Indian WhatsApp tutors are teaching ordinary people how to use AI

https://restofworld.org/2025/indian-tutors-ai-skills/
1•akbarnama•14m ago•0 comments

Building a battle tested C compiler in a new language using Codex

https://www.moonbitlang.com/blog/fastcc-ai-driven-development
2•hongbo_zhang•15m ago•1 comments

The Too Early Breakpoint

https://ishadeed.com/article/too-early-breakpoint/
1•speckx•16m ago•0 comments

Ask HN: What are your odds that "we are not alone" is confirmed this year?

2•keepamovin•19m ago•1 comments

Show HN: I built a TUI to follow football(soccer) in your terminal

https://github.com/0xjuanma/golazo
1•rocajuanma•20m ago•1 comments

FileCompress solves your oversized file problems easily

https://filecompress.org
1•zhouhua•21m ago•0 comments

Valkey Internals: The Architecture Behind Zero-Copy Command Propagation

https://frostzt.com/blog/redis-valkey-replication-internals
1•mariuz•21m ago•0 comments

Show HN: Hex Fiend – a simple game to train mental math

https://do-say-go.github.io/hexfiend/
1•keepamovin•21m ago•0 comments

CentOS is coming to RISC-V soon if you have the kit

https://www.theregister.com/2026/02/05/centos_coming_to_riscv_soon/
1•Bender•23m ago•0 comments

Nitrogen ransomware is so broken even the crooks can't unlock your files

https://www.theregister.com/2026/02/04/nitrogen_ransomware_broken_decryptor/
2•Bender•24m ago•0 comments

Erlang ets

https://www.erlang.org/doc/apps/stdlib/ets.html
1•tosh•24m ago•0 comments

We scraped an AI agent social network for 9 days. Here's what we found

https://moltbook-observatory.com/
3•MoltObservatory•25m ago•4 comments

Adults are propping up the toy industry

https://www.economist.com/business/2026/02/05/adults-are-propping-up-the-toy-industry
2•andsoitis•25m ago•0 comments

The Engagement Trap: 45 Adversarial Patterns in Modern AI Assistants

https://pastebin.com/vhed7zXS
1•justOneFedUpDev•25m ago•2 comments

Emojicode Documentation – Compile and Run Your First Program

https://www.emojicode.org/docs/guides/compile-and-run
1•frizlab•28m ago•0 comments

Ask HN: Old hat devs, how do you feel about LLMs and how do you stay engaged?

2•jamesbfb•29m ago•1 comments

Rewriting Pycparser with the Help of an LLM

https://eli.thegreenplace.net/2026/rewriting-pycparser-with-the-help-of-an-llm/
1•azhenley•30m ago•0 comments

An Overview and Guide to Bypassing Deep Packet Inspection Censorship (2024)

https://medium.com/@mattouchi6/goodbyedpi-an-overview-and-guide-to-bypassing-dpi-based-censorship...
1•speckx•30m ago•0 comments

Optar – OPTical ARchiver

https://ronja.twibright.com/optar/
1•kekqqq•30m ago•0 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.