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The AI Talent War Is for Plumbers and Electricians

https://www.wired.com/story/why-there-arent-enough-electricians-and-plumbers-to-build-ai-data-cen...
1•geox•1m ago•0 comments

Show HN: MimiClaw, OpenClaw(Clawdbot)on $5 Chips

https://github.com/memovai/mimiclaw
1•ssslvky1•1m ago•0 comments

I Maintain My Blog in the Age of Agents

https://www.jerpint.io/blog/2026-02-07-how-i-maintain-my-blog-in-the-age-of-agents/
1•jerpint•1m ago•0 comments

The Fall of the Nerds

https://www.noahpinion.blog/p/the-fall-of-the-nerds
1•otoolep•3m ago•0 comments

I'm 15 and built a free tool for reading Greek/Latin texts. Would love feedback

https://the-lexicon-project.netlify.app/
1•breadwithjam•6m ago•1 comments

How close is AI to taking my job?

https://epoch.ai/gradient-updates/how-close-is-ai-to-taking-my-job
1•cjbarber•6m ago•0 comments

You are the reason I am not reviewing this PR

https://github.com/NixOS/nixpkgs/pull/479442
2•midzer•8m ago•1 comments

Show HN: FamilyMemories.video – Turn static old photos into 5s AI videos

https://familymemories.video
1•tareq_•10m ago•0 comments

How Meta Made Linux a Planet-Scale Load Balancer

https://softwarefrontier.substack.com/p/how-meta-turned-the-linux-kernel
1•CortexFlow•10m ago•0 comments

A Turing Test for AI Coding

https://t-cadet.github.io/programming-wisdom/#2026-02-06-a-turing-test-for-ai-coding
2•phi-system•10m ago•0 comments

How to Identify and Eliminate Unused AWS Resources

https://medium.com/@vkelk/how-to-identify-and-eliminate-unused-aws-resources-b0e2040b4de8
2•vkelk•11m ago•0 comments

A2CDVI – HDMI output from from the Apple IIc's digital video output connector

https://github.com/MrTechGadget/A2C_DVI_SMD
2•mmoogle•11m ago•0 comments

CLI for Common Playwright Actions

https://github.com/microsoft/playwright-cli
3•saikatsg•12m ago•0 comments

Would you use an e-commerce platform that shares transaction fees with users?

https://moondala.one/
1•HamoodBahzar•14m ago•1 comments

Show HN: SafeClaw – a way to manage multiple Claude Code instances in containers

https://github.com/ykdojo/safeclaw
2•ykdojo•17m ago•0 comments

The Future of the Global Open-Source AI Ecosystem: From DeepSeek to AI+

https://huggingface.co/blog/huggingface/one-year-since-the-deepseek-moment-blog-3
3•gmays•17m ago•0 comments

The Evolution of the Interface

https://www.asktog.com/columns/038MacUITrends.html
2•dhruv3006•19m ago•1 comments

Azure: Virtual network routing appliance overview

https://learn.microsoft.com/en-us/azure/virtual-network/virtual-network-routing-appliance-overview
2•mariuz•19m ago•0 comments

Seedance2 – multi-shot AI video generation

https://www.genstory.app/story-template/seedance2-ai-story-generator
2•RyanMu•23m ago•1 comments

Πfs – The Data-Free Filesystem

https://github.com/philipl/pifs
2•ravenical•26m ago•0 comments

Go-busybox: A sandboxable port of busybox for AI agents

https://github.com/rcarmo/go-busybox
3•rcarmo•27m ago•0 comments

Quantization-Aware Distillation for NVFP4 Inference Accuracy Recovery [pdf]

https://research.nvidia.com/labs/nemotron/files/NVFP4-QAD-Report.pdf
2•gmays•28m ago•0 comments

xAI Merger Poses Bigger Threat to OpenAI, Anthropic

https://www.bloomberg.com/news/newsletters/2026-02-03/musk-s-xai-merger-poses-bigger-threat-to-op...
2•andsoitis•28m ago•0 comments

Atlas Airborne (Boston Dynamics and RAI Institute) [video]

https://www.youtube.com/watch?v=UNorxwlZlFk
2•lysace•29m ago•0 comments

Zen Tools

http://postmake.io/zen-list
2•Malfunction92•31m ago•0 comments

Is the Detachment in the Room? – Agents, Cruelty, and Empathy

https://hailey.at/posts/3mear2n7v3k2r
2•carnevalem•32m ago•1 comments

The purpose of Continuous Integration is to fail

https://blog.nix-ci.com/post/2026-02-05_the-purpose-of-ci-is-to-fail
1•zdw•34m ago•0 comments

Apfelstrudel: Live coding music environment with AI agent chat

https://github.com/rcarmo/apfelstrudel
2•rcarmo•35m ago•0 comments

What Is Stoicism?

https://stoacentral.com/guides/what-is-stoicism
3•0xmattf•35m ago•0 comments

What happens when a neighborhood is built around a farm

https://grist.org/cities/what-happens-when-a-neighborhood-is-built-around-a-farm/
1•Brajeshwar•35m ago•0 comments
Open in hackernews

Show HN: MateCommit – A CLI to fix your "fix" and "oops" commit history

https://github.com/thomas-vilte/matecommit
2•tomasvilte•1mo ago

Comments

tomasvilte•1mo ago
Hey everyone, I have a bad habit: the later it gets, the worse my commit messages become. I’ve reached a point where my git history is just a long list of "fix", "update", and "oops".

I built MateCommit to solve this for myself. It’s a CLI tool written in Go that uses LLMs to analyze git diffs and generate meaningful, conventional commits. But once I got the commits working, I realized I could use that same context to handle the "paperwork" I hate: PR summaries, test plans, Jira linking, and release notes.

A few things I focused on to make it actually usable: Privacy & Providers: The core is decoupled from the AI provider. It currently uses Gemini because it's fast and has a great free tier, but I’m refactoring it to support Ollama and local models. I know many of us don't want to send code to a remote API.

No surprise bills: I added real-time cost tracking. It calculates token usage and actual USD cost for every call based on the model's pricing. You can set daily budgets so you don't wake up to a $50 bill from an accidental loop. Better context: Instead of just dumping a raw git diff (which is often noisy), the tool tries to be smart about staged vs. unstaged changes and untracked files.

DX matters: I used urfave/cli for the interface, added shell autocompletion (bash/zsh), and a doctor command to help debug the setup. No complex dependencies, just a single Go binary. It's fully Open Source. I’m honestly looking for technical critiques on the architecture and, more importantly, how to make the AI output feel more like a human dev and less like a marketing bot.

Repo: https://github.com/thomas-vilte/matecommit I’d love to hear your thoughts

detectivestory•1mo ago
I really like this idea.. but could this not be done for free using ollama and prepare-commit-msg? Seems like you could get a "good enough" solution together pretty easily without any cost.
tomasvilte•1mo ago
You're right about that: for commit messages, a Git + Ollama hook is probably the best way to do it for free.

I actually started with some scripts for that, but ended up building a full CLI because I wanted that same context to follow the entire commit cycle. A hook is great for the message itself, but it doesn't help me write a PR summary that matches my team's template or automate release notes or Jira links.

Also, I'm a bit of a control freak with my Git log, so I prefer having a manual hint command where I can see the token cost and adjust the output before I actually commit. That said, the privacy and cost issue is precisely why Ollama compatibility is my priority right now. I want that local flow at no cost, but with the added workflow features that a simple script usually lacks.