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A BSOD for All Seasons – Send Bad News via a Kernel Panic

https://bsod-fas.pages.dev/
1•keepamovin•42s ago•0 comments

Show HN: I got tired of copy-pasting between Claude windows, so I built Orcha

https://orcha.nl
1•buildingwdavid•45s ago•0 comments

Omarchy First Impressions

https://brianlovin.com/writing/omarchy-first-impressions-CEEstJk
1•tosh•6m ago•0 comments

Reinforcement Learning from Human Feedback

https://arxiv.org/abs/2504.12501
1•onurkanbkrc•6m ago•0 comments

Show HN: Versor – The "Unbending" Paradigm for Geometric Deep Learning

https://github.com/Concode0/Versor
1•concode0•7m ago•1 comments

Show HN: HypothesisHub – An open API where AI agents collaborate on medical res

https://medresearch-ai.org/hypotheses-hub/
1•panossk•10m ago•0 comments

Big Tech vs. OpenClaw

https://www.jakequist.com/thoughts/big-tech-vs-openclaw/
1•headalgorithm•13m ago•0 comments

Anofox Forecast

https://anofox.com/docs/forecast/
1•marklit•13m ago•0 comments

Ask HN: How do you figure out where data lives across 100 microservices?

1•doodledood•13m ago•0 comments

Motus: A Unified Latent Action World Model

https://arxiv.org/abs/2512.13030
1•mnming•13m ago•0 comments

Rotten Tomatoes Desperately Claims 'Impossible' Rating for 'Melania' Is Real

https://www.thedailybeast.com/obsessed/rotten-tomatoes-desperately-claims-impossible-rating-for-m...
3•juujian•15m ago•1 comments

The protein denitrosylase SCoR2 regulates lipogenesis and fat storage [pdf]

https://www.science.org/doi/10.1126/scisignal.adv0660
1•thunderbong•17m ago•0 comments

Los Alamos Primer

https://blog.szczepan.org/blog/los-alamos-primer/
1•alkyon•19m ago•0 comments

NewASM Virtual Machine

https://github.com/bracesoftware/newasm
2•DEntisT_•21m ago•0 comments

Terminal-Bench 2.0 Leaderboard

https://www.tbench.ai/leaderboard/terminal-bench/2.0
2•tosh•22m ago•0 comments

I vibe coded a BBS bank with a real working ledger

https://mini-ledger.exe.xyz/
1•simonvc•22m ago•1 comments

The Path to Mojo 1.0

https://www.modular.com/blog/the-path-to-mojo-1-0
1•tosh•25m ago•0 comments

Show HN: I'm 75, building an OSS Virtual Protest Protocol for digital activism

https://github.com/voice-of-japan/Virtual-Protest-Protocol/blob/main/README.md
5•sakanakana00•28m ago•1 comments

Show HN: I built Divvy to split restaurant bills from a photo

https://divvyai.app/
3•pieterdy•30m ago•0 comments

Hot Reloading in Rust? Subsecond and Dioxus to the Rescue

https://codethoughts.io/posts/2026-02-07-rust-hot-reloading/
3•Tehnix•31m ago•1 comments

Skim – vibe review your PRs

https://github.com/Haizzz/skim
2•haizzz•32m ago•1 comments

Show HN: Open-source AI assistant for interview reasoning

https://github.com/evinjohnn/natively-cluely-ai-assistant
4•Nive11•33m ago•6 comments

Tech Edge: A Living Playbook for America's Technology Long Game

https://csis-website-prod.s3.amazonaws.com/s3fs-public/2026-01/260120_EST_Tech_Edge_0.pdf?Version...
2•hunglee2•36m ago•0 comments

Golden Cross vs. Death Cross: Crypto Trading Guide

https://chartscout.io/golden-cross-vs-death-cross-crypto-trading-guide
3•chartscout•39m ago•0 comments

Hoot: Scheme on WebAssembly

https://www.spritely.institute/hoot/
3•AlexeyBrin•42m ago•0 comments

What the longevity experts don't tell you

https://machielreyneke.com/blog/longevity-lessons/
2•machielrey•43m ago•1 comments

Monzo wrongly denied refunds to fraud and scam victims

https://www.theguardian.com/money/2026/feb/07/monzo-natwest-hsbc-refunds-fraud-scam-fos-ombudsman
3•tablets•48m ago•1 comments

They were drawn to Korea with dreams of K-pop stardom – but then let down

https://www.bbc.com/news/articles/cvgnq9rwyqno
2•breve•50m ago•0 comments

Show HN: AI-Powered Merchant Intelligence

https://nodee.co
1•jjkirsch•52m ago•0 comments

Bash parallel tasks and error handling

https://github.com/themattrix/bash-concurrent
2•pastage•52m ago•0 comments
Open in hackernews

Show HN: Claude Auto-Commit – AI-powered Git commit message generation

https://github.com/0xkaz/claude-auto-commit
3•0xkaz•7mo ago
# Show HN: Claude Auto-Commit – AI-powered Git commit message generation

## Background

Like many developers, I found myself typing "fix", "update", or "wip" more often than meaningful commit messages. After calculating I spend ~10 minutes/day on this (60 hours annually), I built a solution.

## What it does

Claude Auto-Commit analyzes staged Git changes and generates contextual commit messages using Claude's AI. It understands code structure and change patterns to create conventional-commit-style messages.

*Example:* ```bash git add . npx claude-auto-commit

# Output: feat(auth): Add JWT token validation middleware - Implement token verification for protected routes - Add error handling for expired tokens ```

## Technical approach

v0.1.4 is a complete rewrite from Bash to Node.js ES modules using Claude Code SDK.

*Key decisions:* 1. *Claude Code SDK*: More stable API, OAuth authentication 2. *Parallel processing*: Diff analysis + history parsing run concurrently 3. *Intelligent caching*: Reduces API calls ~50% 4. *Template system*: `{description}` placeholders for team consistency

*Core logic:* ```javascript const [diffAnalysis, context] = await Promise.all([ analyzeDiff(gitDiff), getProjectContext() ]); const message = await claudeSDK.generateMessage( buildContextualPrompt(diffAnalysis, context) ); ```

## Performance - *Cold start*: ~1.5s (includes auth) - *Cached*: ~0.8s - *Memory*: <50MB peak

## What I learned

*Works well:* - File type analysis beats raw diffs for context - Caching similar changes improves UX dramatically - Templates help teams without being rigid

*Challenges:* - Large diffs (>500 lines) need summarization - Projects have vastly different commit styles - Balancing AI creativity with conventional standards

## Limitations - Requires Claude Pro/Team subscription - Works best with <500 line changes - Basic template system (planning smarter pattern recognition)

## Tech stack - *Runtime*: Node.js 18+ ES modules - *AI*: Claude Code SDK (OAuth) - *Distribution*: npm + curl installer - *Config*: JSON with sensible defaults

Core insight: treating this as context-aware summarization, not template filling.

## Future plans - VS Code extension - GitHub Actions integration for PR descriptions - Team analytics (which styles correlate with better reviews)

## Try it ```bash npx claude-auto-commit ```

*GitHub*: https://github.com/0xkaz/claude-auto-commit *Website*: https://claude-auto-commit.0xkaz.com

Feedback welcome, especially from teams struggling with commit consistency. Free and open source.

Requires Claude subscription, but exploring accessibility options.