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Debian must ship reproducible packages

https://lists.debian.org/debian-devel-announce/2026/05/msg00001.html
1•robalni•1m ago•0 comments

Agent Harness Engineering

https://twitter.com/addyosmani/status/2053231239721885918
2•pretext•7m ago•0 comments

Late-interaction rerank made our F1 worse, not better – a negative result

https://sverklo.com/blog/late-interaction-rerank-made-our-f1-worse/
1•nike-17•11m ago•0 comments

A Field Study of Institutional Control in an AI-Staffed Prediction-Market Desk

https://github.com/wes-zheng/ai_institutions/blob/main/technical_report/paper.md
2•bbcf•22m ago•0 comments

When life gives you lemons, write better error messages

https://wix-ux.com/when-life-gives-you-lemons-write-better-error-messages-46c5223e1a2f
2•dnw•30m ago•0 comments

Zeta2.1: 3x Fewer Tokens, 50ms Faster

https://zed.dev/blog/zeta2-1
2•ms7892•39m ago•0 comments

Scouting's Real Crisis Is Not Marketing. It Is Decades of Neglect.

https://www.untendedfire.org/2026/05/09/scoutings-real-crisis-is-not-marketing-it-is-decades-of-n...
1•AuthorizedCust•39m ago•0 comments

Giant Virginia Data Center Project Upended by Clerical Error

https://www.bloomberg.com/news/articles/2026-05-08/giant-data-center-project-in-virginia-upended-...
1•1vuio0pswjnm7•45m ago•0 comments

NYC School District Hit by Malware Attack as Well as Canvas Hack

https://www.bloomberg.com/news/articles/2026-05-08/canvas-hack-on-nyc-schools-comes-amid-separate...
2•1vuio0pswjnm7•46m ago•0 comments

Student hackers revenge on final exams 'ShinyHunters' attacks nearly 9k schools

https://fortune.com/2026/05/08/student-hackers-get-revenge-on-final-exams-as-shinyhunters-takes-d...
1•1vuio0pswjnm7•52m ago•0 comments

Aurora: A Leverage-Aware Optimizer for Rectangular Matrices

https://blog.tilderesearch.com/blog/aurora
1•matt_d•1h ago•0 comments

What is Elon Musk's formula

https://www.economist.com/culture/2026/05/07/what-is-elon-musks-formula
1•andsoitis•1h ago•0 comments

Hantavirus tracker with Pandemic 2's UI

https://hantavirus.xetera.dev/
1•xetera•1h ago•0 comments

Atlas Mehs

https://darthcoder.github.io/2026/05/10/atlas-mehs/
1•basyt•1h ago•1 comments

The Title on Your Badge Is Becoming a Guess

https://priorcontext.substack.com/p/the-title-on-your-badge-is-becoming
2•contextwindow•1h ago•1 comments

Arrow Flight vs. JSON in Next.js: Benchmarking Python and Go

https://kayhan.dev/posts/012-arrow-flight-vs-json-nextjs-snowflake-benchmark/
1•keynha•1h ago•0 comments

The Hidden Reason Screwdriver Handles Look Like This [video]

https://www.youtube.com/watch?v=sGiRSA_GWK8
2•CharlesW•1h ago•0 comments

Global AI Diffusion Q1 2026 Trends and Insights

https://www.microsoft.com/en-us/corporate-responsibility/dmc/topics/ai-economy-institute/reports/...
2•igor_mart•1h ago•2 comments

Grinder12: 0.96-Bit Lossless Streaming KV-Cache (16.55x VRAM Savings

https://github.com/ggml-org/llama.cpp/discussions/22891
3•AMICLLC•1h ago•0 comments

Xs of Y – roguelike that names itself every run. Written in 4kLoC

https://github.com/nooga/xsofy
4•andsoitis•1h ago•0 comments

Gemini API File Search is now multimodal

https://blog.google/innovation-and-ai/technology/developers-tools/expanded-gemini-api-file-search...
38•gmays•2h ago•2 comments

Snyk and Claude Code: real-time security scanning of AI-generated code

https://codebrainery.com/articles/snyk-claude-code-real-time-security-scanning-for-ai-code
4•yogeshbansal•2h ago•0 comments

Dissolving atherosclerotic plaque without surgery

https://www.cureus.com/articles/488870-closed-loop-extracorporeal-vascular-cleaning-by-staged-che...
3•iliatoli•2h ago•0 comments

Show HN: Modafinil - Let agents continue running while MacBook lid is closed

https://github.com/narcotic-sh/modafinil
3•hamza_q_•2h ago•2 comments

"genesis mission (US Government)" (Angela Collier on AI and research) [video]

https://www.youtube.com/watch?v=p6Ejmhwb8Sc
2•eqvinox•2h ago•0 comments

MCP for sandboxed, reproducible envs for agentic-first coding workflows

https://github.com/aniongithub/devcontainer-mcp
3•anionyt•2h ago•0 comments

Flipping the bozo bit on flips the learning off

https://surfingcomplexity.blog/2026/05/09/flipping-the-bozo-bit-on-flips-the-learning-off/
4•eatonphil•2h ago•0 comments

Powering the Inference Era: Inside the DigitalOcean AI-Native Cloud

https://www.digitalocean.com/blog/powering-the-inference-era
2•gmays•2h ago•0 comments

The Laboratory and the Artist

https://clereviewofbooks.com/the-laboratory-and-the-artist/
4•skogstokig•2h ago•0 comments

Memory device breaks high-temperature performance record

https://physicsworld.com/a/memory-device-breaks-high-temperature-performance-record/
5•EA-3167•2h ago•1 comments
Open in hackernews

Show HN: Conventional Comments in GitHub

https://github.com/pullpo-io/conventional-comments
2•francesc_holly•1y ago
Hey HN, Cesc here, co-founder at Pullpo.

We spend a lot of time doing code reviews on GitHub. One recurring frustration was deciphering ambiguous comments. Misunderstandings slowed us down.

We're big fans of the https://conventionalcomments.org (discussed previously here: https://news.ycombinator.com/item?id=23009467) standard for adding clarity, but remembering and typing the prefixes (suggestion, issue(blocking), etc.) felt like friction.

So, we built a simple, free, open-source Chrome extension to make using this standard effortless within the GitHub UI.

How it works:

• It adds a small toolbar above GitHub comment boxes.

• You click buttons for labels (issue, suggestion, praise, nitpick, etc.) and optional decorators (blocking, non-blocking, if-minor).

• It automatically formats the comment prefix for you.

• There's a "Prettify" option to display prefixes as visual badges (using Shields.io, linked to a simple explainer on pullpo.io).

• It adapts to GitHub light/dark themes.

We built it because we needed it ourselves to improve our internal review process, and thought others might find it useful too. It's completely free and open-source (MIT license).

• Install Link -> https://chromewebstore.google.com/detail/gelgbjildgbbfgfgpib...

• GitHub Repo -> https://github.com/pullpo-io/conventional-comments

• Quick Demo Video -> https://youtu.be/jLzXlZ78rNE?si=KMzIH9Vb43glekEW

We just launched it on the Chrome Web Store. Would love to hear your feedback, suggestions, or any pain points you have with code review comments! Thanks, Cesc

Comments

badmonster•1y ago
How does the extension hook into GitHub's DOM to inject the comment toolbar, and does it support dynamically loaded elements like in PR reviews with infinite scroll?
francesc_holly•1y ago
Chrome extensions let you execute JS on certain sites, so we can querySelect all target textareas and insert the toolbar anywhere. And yes! That includes dynamically loaded elements like the PR review window. We can even apply light/dark themes that match GitHub's ;)

If you want specifics you can check out the open-source repo here: https://github.com/pullpo-io/conventional-comments

I suggest looking at `content.js`, constant `TARGET_TEXTAREA_SELECTORS` and function `initializeToolbarForTextarea`.