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What developers are talking about

What is rising on GitHub, Hacker News, GeekNews and Hatena right now, in plain English. The ranking changes every hour.

  1. cloudflare/security-audit-skill — A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings

    This is a GitHub repository from Cloudflare containing a coding-agent skill that runs multi-phase security audits and outputs independently verified, machine-readable findings.

    SecurityGitHub2,878 points

  2. debpalash/VoiceStudio — VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.

    A GitHub repository for VoiceStudio, an open-source tool positioned as a fully local alternative to ElevenLabs for voice cloning, dubbing, transcription and audiobook creation.

    AIGitHub1,592 points

  3. Nutlope/hallmark — Anti-AI-slop design skill for Claude Code, Cursor, and Codex.

    A GitHub repository called hallmark by Nutlope that provides a design skill aimed at avoiding generic AI-generated design output, for use with Claude Code, Cursor, and Codex.

    AIGitHub1,317 points

  4. pbakaus/impeccable — The design language that makes your AI harness better at design.

    A GitHub repository called impeccable by pbakaus that offers a design language intended to improve how AI harnesses handle design tasks.

    AIGitHub1,092 points

  5. Hacker reverses Samsung TV, finds on-board AI listening OpenAI account suspended

    A Reddit post in r/antiai describes a hacker reverse-engineering a Samsung TV and reporting finding on-board AI listening features and an OpenAI account suspension.

    SecurityHacker News787 points

  6. We should be more ambitious with the software we build

    An essay from danluu.com arguing that software developers should aim higher in the scope and scale of the software they build.

    SoftwareHacker News773 points

  7. makecindy/cindy — Consider it done. The open-source AI agent that works out of the box · 想到，就能做到。开源、开箱即用的 AI Agent。

    A GitHub repository for Cindy, an open-source AI agent that is described as ready to use right after installation.

    AIGitHub675 points

  8. pollen-robotics/microduck — A Tiny biped duck robot 🦆

    A GitHub repository from pollen-robotics presenting microduck, a tiny two-legged duck robot.

    RoboticsGitHub647 points

  9. A 10-year-old CNN outperforms frontier LLMs for skin cancer diagnosis

    A post from lynchlab.net reports that a decade-old convolutional neural network beats current frontier large language models at diagnosing skin cancer.

    AIHacker News505 points

  10. Dolly Parton's Imagination Library

    This is the website for Dolly Parton's Imagination Library, a program that mails free books to children.

    PolicyHacker News485 points

  11. Oregon Police Are Charging a Local News Outlet $2.5M for Records About One Cop

    An article from The Intercept reports on Oregon police seeking a $2.5 million fee from a local news outlet for public records concerning a single officer's misconduct.

    PolicyHacker News439 points

  12. I refuse to accept a censored Internet. Join Me at FOSDEM 27

    A talk announcement from talkweb.eu inviting readers to attend FOSDEM 27 and hear a speaker's stance against internet censorship.

    PolicyHacker News427 points

  13. TauricResearch/TradingAgents — TradingAgents: Multi-Agents LLM Financial Trading Framework

    This is a GitHub repository for TradingAgents, a multi-agent LLM framework for financial trading.

    AIGitHub381 points

  14. Why Ryuji Is Hated So Intensely by Those Who Dislike Him: Ryuji Explains the Factors That Make Him His Own Anti, Plus His Anti-Remarks About Himself

    This is a Togetter compilation page discussing why the cooking creator Ryuji draws strong dislike from some people, including his own explanation of what makes him a target of criticism and comments he has made about himself.

    SoftwareHatena297 points

  15. The AI-Native SDLC Playbook

    This is a Claude resource article titled "The AI-Native SDLC Playbook," which appears to be a guide to software development lifecycle practices built around AI.

    SoftwareHatena291 points

  16. Lula wins election after final votes tallied

    A Reuters live-blog page covering Brazil's presidential runoff, reporting that Lula won after the final votes were counted.

    PolicyHacker News290 points

  17. Scary World Where Whims Become Reality - Unga

    A Hatena blog post by the author "運河" (Unga) reflecting on the unsettling idea of a world where any passing thought instantly becomes real.

    PolicyHatena282 points

  18. Goodbye WordPress: Game Seisaku Kobo has migrated to EmDash, a new-era CMS

    A blog post announcing that the author's site, Game Seisaku Kobo, has moved from WordPress to the CMS called EmDash.

    SoftwareHatena264 points

  19. "I No Longer Write Prompts": The Shock of "Loop Engineering" Revealed by the Creator of Claude Code

    An ITmedia article in which the creator of Claude Code explains a concept called "loop engineering" and why he has stopped writing prompts.

    AIHatena241 points

  20. Getting Software Vulnerability Information Early - CVE, CISA KEV, JPCERT/CC, OSV | npaka

    A note.com article by npaka that introduces ways to obtain software vulnerability information quickly from sources such as CVE, CISA KEV, JPCERT/CC, and OSV.

    SecurityHatena223 points

  21. Serbia's Vucic concedes election defeat in historic win for student movement

    A Reuters report says Serbian President Aleksandar Vucic has conceded an election defeat to the student movement in what is described as a historic result.

    PolicyHacker News212 points

  22. AgriciDaniel/claude-seo — Universal SEO skill for Claude Code. 26 sub-skills + 19 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, agent readiness (Lighthouse Agentic Browsing, WebMCP, llms.txt), backlinks, local SEO, e-commerce, international SEO, Google APIs, and PDF/Excel reporting. 9 optional extensions for live SEO data.

    A GitHub repository offering a universal SEO skill for Claude Code, with 26 sub-skills and 19 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, agent readiness, backlinks, local, e-commerce, international SEO, Google APIs, and PDF/Excel reporting, plus 9 optional extensions for live SEO data.

    SoftwareGitHub197 points

  23. AI use leads UC Berkeley math professor to see 'no point' in grading homework

    A Daily Cal news article reports that a UC Berkeley math professor has concluded that grading homework no longer makes sense because of students' AI use.

    AIHacker News196 points

  24. Seeing Theory: A Site That Explains Probability and Statistics with Visual Animations

    This item introduces Seeing Theory, a resource that teaches probability and statistics through visual animations.

    SoftwareHatena190 points

  25. Google Adds Exception to Privacy Policy Allowing Gmail and Google Photos Data to Be Used for Ads; Opt-Out Methods Explained

    An ITmedia article reports that Google has updated its privacy policy to allow data from Gmail and Google Photos to be used for advertising, and describes how users can avoid this.

    PolicyHatena185 points

  26. JetBrains Thinkrail

    Thinkrail is a GitHub repository from JetBrains, the developer-tools company behind IntelliJ IDEA and other IDEs.

    SoftwareHacker News184 points

  27. In Taiwan, people offer a snack called 'guaiguai' so equipment doesn't malfunction, and apparently TSMC does this too

    A Togetter post reports that in Taiwan a snack called 'guaiguai' (乖乖) is offered to keep machines from breaking down, and that TSMC also follows this custom.

    ChipsHatena158 points

  28. coollabsio/coolify — An open-source, self-hostable PaaS alternative to Vercel, Heroku & Netlify that lets you easily deploy static sites, databases, full-stack applications and 360+ one-click services on your own servers.

    Coolify is an open-source, self-hostable platform for deploying static sites, databases, full-stack apps, and 360+ one-click services on your own servers.

    SoftwareGitHub152 points

  29. Display iPhone Duo at Yodobashi Akihabara reportedly has broken hinge already, with users joking about it being a real-world durability test

    A Togetter post collects social media reactions to a display foldable iPhone ("iPhone Duo") at the Yodobashi Akihabara store that reportedly already has a damaged hinge.

    DevicesHatena142 points

  30. IBM CEO says open weight models are now irresistibly good and cheap on-prem

    A Register article reports IBM's CEO arguing that open-weight AI models have become both highly capable and inexpensive to run on-premises.

    AIHacker News130 points

  31. Designing Software Systems Like a Senior Engineer - Full Course [Video]

    A full-length YouTube video on approaching software system design the way a senior engineer would.

    SoftwareGeekNews125 points

  32. "Active Cyber Defense" Explained: Efforts to Prevent Cyberattacks and Limit Damage [Keyword of the Week]

    This Internet Watch column explains "active cyber defense," a approach aimed at preventing cyberattacks before they happen and stopping damage from spreading.

    SecurityHatena117 points

  33. A restaurant owner who gave up a shop run for 4.5 years, after monthly profits were nearly negative, shares lessons from failure

    This is a blog post in which a former restaurant operator reflects on the failure and lessons learned from closing a restaurant they had run for four and a half years.

    SoftwareHatena115 points

  34. Posted a video of making a 'fruit tart topped with all the mountain nuts and berries', but was criticized that the thumbnail 'looks AI-generated': 'Has it become an era where anything unfamiliar looks like AI?'

    A Togetter post collecting discussion about a cooking video whose thumbnail drew accusations of looking AI-generated, raising the question of whether unfamiliar things now get mistaken for AI.

    AIHatena97 points

  35. iPhone Duo Teardown

    iFixit's teardown article examines the internals of the iPhone Duo, based on its title and link.

    DevicesHacker News95 points

  36. Removing Next.js Got My Blog to 100 on Every Lighthouse Category

    A blog post describing how dropping Next.js helped the author's blog score 100 in all Lighthouse categories.

    SoftwareHacker News95 points

  37. Serious vulnerability "HTTP2Shell" found in Google's Brotli compression format, broadly affecting web-related software; impact of "Node2Shell", discovered by OpenAI, expands, with risk of unauthenticated remote code execution

    This Impress Forest article reports on a serious Brotli compression-format vulnerability called HTTP2Shell that affects many web-related systems, along with the expanding impact of the Node2Shell flaw discovered by OpenAI, which may allow remote code execution without authentication.

    SecurityHatena93 points

  38. Harness Engineering 101 - Learning AI Agent Implementation in About 300 Lines of Python

    This GitHub repository is a tutorial that teaches how to build an AI agent in roughly 300 lines of Python, based on the title and link.

    AIGeekNews84 points

  39. Electronic Manga App "Piccoma" Leaks About 1 Million Customer Email Addresses | NHK News

    This is an NHK News article reporting that about one million customer email addresses were leaked from the electronic manga service Piccoma.

    SecurityHatena82 points

  40. Fluent Explanation Is Not Sound Causation: Re-measuring the Explanatory Power of Jared Diamond's Three Major Books | Reading Monkey

    A Reading Monkey note post that re-evaluates how well Jared Diamond's three major books explain their subjects, arguing that a persuasive narrative does not guarantee valid causal claims.

    PolicyHatena81 points