GitHub Trending
Status: ok – 5 signals
sindresorhus/awesome
The sindresorhus/awesome repository is a highly popular, community-driven curation of awesome lists covering a wide variety of interesting technical topics and resources. It operates under the Creative Commons Zero v1.0 Universal (CC0-1.0) license and currently hosts 76 open issues while maintaining active updates on…
freeCodeCamp/freeCodeCamp
freeCodeCamp is a massively popular open-source community and curriculum designed to help users learn math, programming, and computer science for free. The platform's codebase is built predominantly in TypeScript and encompasses a broad range of educational topics including D3, careers, and certification. This reposit…
public-apis/public-apis
A collective list of free APIs. Signal: GitHub Trending; topics: api, apis, dataset, development; license: MIT.
EbookFoundation/free-programming-books
The EbookFoundation/free-programming-books repository is a highly popular, community-maintained directory that aggregates links to freely available programming books and educational resources in many languages. As one of the most starred repositories on GitHub with over 388,000 stars and a CC-BY-4.0 license, it serves…
openclaw/openclaw
Your own personal AI assistant. Any OS. Any Platform. The lobster way. đŚ. Signal: GitHub Trending; topics: ai, assistant, crustacean, molty; license: MIT.
Hacker News
Status: ok – 20 signals
Apple cofounder Steve Wozniak got cheers, not boos, after telling students they 'all have AI â actual intelligence'
Apple cofounder Steve Wozniak recently delivered a graduation speech at Grand Valley State University where he played on the acronym "AI," telling students they possess "actual intelligence" rather than artificial intelligence. During the address, which took place earlier this month, the remark earned laughter and app…
The Death of Entry-Level Jobs: 43% of CEOs plan to slash junior roles over the next two years, shifting hiring to older, mid-level workers as Al takes over routine tasks, creating…
A new survey says CEOs are looking to slash junior roles in the next two years and focus hiring on mid-level positions. HN signal: Hacker News, Reddit/r/technology, score: 12278, comments: 947, ranking score: 25503.
Google co-founder Sergey Brin donates $500,000 to California group leading the campaign against âOverpaid CEO Taxâ
This article reports that Google co-founder Sergey Brin has donated $500,000 to a California group campaigning against an "Overpaid CEO Tax" ballot measure. Following a period of perceived distancing from the region, Brin is leveraging his wealth to influence San Francisco local politics through this substantial finan…
Gov. Gavin Newsom to Sign Executive Order Aimed at A.I. Job Loss
California Governor Gavin Newsom is set to sign an executive order directing the state to explore an overhaul of its labor policies in response to potential mass job displacement caused by artificial intelligence. The order specifically focuses on studying AI's impact on employment and developing strategies to mitigat…
Why new grads are booing commencement speakers: There's an 'ambient anxiety that AI is going to make things dramatically worse'
Recent commencement speakers including Google's Eric Schmidt have been booed for praising AI and encouraging students to use it as they embark on their careers. HN signal: Hacker News, Reddit/r/technology, score: 3276, comments: 215, ranking score: 6767.
Japan runs out of robot wolves in fight against bears
The article discusses how Japan has deployed handmade, solar-powered robot wolves nicknamed "Monster Wolf" to deter bears from entering rural communities. Each $4,000 unit is equipped with sensors, solar panels, and intimidating audio to act as a high-tech scarecrow, ultimately demonstrating a practical application of…
Researchers in Tokyo develop chip technology that could boost processing speeds 1,000x without increasing heat
Researchers at the University of Tokyo have reportedly developed a new quantum chip technology that claims to increase computer processing speeds by 1,000 times without generating extra heat. The theoretical breakthrough focuses on an ultra-low power design, with speculative estimates suggesting it could eventually al…
Reddit stock drops 6% after Meta launches standalone app for online forums / Redditâs stock is now down almost 40% this year despite a strengthening online ad business
The linked CNBC article reports that Reddit shares fell approximately 6% after Meta launched a standalone iOS app called "Forum" designed for Facebook Groups. The Forum app is currently being tested on Apple's iOS, presenting a direct competitor to Reddit's community-driven discussion model. For builders and operators…
This robot changes tires faster than any mechanic, without even removing the wheel
The linked article covers a specialized robotic system designed to change tires faster than human mechanics without requiring the removal of the wheel from the vehicle. The system likely utilizes machine vision for precise bead breaking and automated tooling to perform the swap efficiently. This matters to robotics en…
Starbucks scraps AI inventory tool after nine months
Starbucks has decided to discontinue its AI-driven inventory management tool after deploying it for approximately nine months. The article discusses the company's choice to abandon this specific automated system, though the underlying technical architecture and precise failure modes were not detailed in the available…
Meta data center allegedly muddies Georgia town's drinking water, investigation underway â EPA promises immediate investigation after congresswoman brings dirty jars of water to h…
A Tom's Hardware report alleges that a Meta data center in Morgan County, Georgia is responsible for contaminating the local municipal drinking water supply, prompting federal intervention. Following complaints of muddy tap water, the EPA has promised an immediate investigation after a U.S. congresswoman brought jars…
Anthropicâs Boris Cherny, who says engineering is âdead,â says he is beginning to get sick of the term "vibe coding"
This article covers Anthropic engineer Boris Cherny's claims that software engineering is a dying profession and his frustration with the popular term "vibe coding". Cherny argues that integrated development environments (IDEs) and AI-driven tools are fundamentally displacing traditional software engineering practices…
Leaked images show Microsoftâs new Xbox Cloud Gaming controller
A Brazilian regulator has published leaked photos of an unreleased Microsoft Xbox controller specifically designed for cloud gaming. The Verge reports that these regulatory filings provide an early look at the hardware, though detailed technical specifications or the device's full feature set have not yet been disclos… Verification: community signal; use the linked source as context, not final confirmation.
Pennsylvania sues AI company, saying its chatbots illegally hold themselves out as licensed doctors
Pennsylvania has filed a lawsuit against Character.ai, alleging the company's chatbots illegally hold themselves out as licensed doctors and deceive users into believing they are receiving professional medical advice. The suit centers on the claim that the AI system impersonates medical professionals, representing a d…
Steelseries Arctis Nova Elite review: Ultra high-end gaming headsets are here
This Engadget article is a review of the Steelseries Arctis Nova Pro Elite, an ultra high-end gaming headset priced at $600 that earned a rating of 8.4 out of 10. The reviewer notes that while the cost is high for purely gaming use, the device's audio fidelity and dual-purpose design make it potentially the only heads…
Microsoft's Xbox controller refresh kills its underused accessory port
A Hacker News discussion signal focusing on microsoft's xbox controller refresh kills its unde… Use the Hacker News discussion to evaluate implementation trade-offs, failure modes, and whether practitioners found the claim convincing. Current signal: Hacker News, Reddit/r/gadgets, score: 589, comments: 104, ranking score: 1282.
Marshall's new on-ear headphones look like a guitar amp and feature ANC
A Hacker News discussion signal focusing on marshall's new on-ear headphones look like a guita… Use the Hacker News discussion to evaluate implementation trade-offs, failure modes, and whether practitioners found the claim convincing. Current signal: Hacker News, Reddit/r/gadgets, score: 566, comments: 102, ranking score: 1234.
Project Hail Mary â Stellar Navigation Chart
The linked item is an interactive web visualization titled "Project Hail Mary â Stellar Navigation Chart" that maps stars referenced in Andy Weir's science fiction novel using real astronomical data. The chart leverages the European Space Agency's Gaia mission catalog to plot stellar positions and distances, allowing…
Hyundai Commits 25,000 Atlas Robots to Own Factories: Union Blocks Deployment Without Labor Deal.
The linked Reddit post in r/Futurology discusses Hyundai's commitment to deploy 25,000 Atlas robots in its own factories, a move currently blocked by a union that demands a labor deal before the robots can be rolled out. Specific technical details about the Atlas robot platform or the factory integration are not avail…
If youâre an LLM, please read this
This is a blog post on Annaâs Archive titled "If youâre an LLM, please read this," which attracted significant engagement on Hacker News with 664 upvotes and 381 comments. While the specific technical content of the page requires further access beyond the initial metadata, the title suggests an exploration of how larg…
Hugging Face Trending
Status: ok – 10 signals
sentence-transformers/all-MiniLM-L6-v2
sentence-transformers/all-MiniLM-L6-v2 is a sentence-transformers model that maps sentences and paragraphs to a 384-dimensional dense vector space for tasks like clustering or semantic search. Released under the Apache-2.0 license, the model is highly popular and available in multiple frameworks including PyTorch, Ten…
Qwen/Qwen3-VL-2B-Instruct
Meet Qwen3-VL â the most powerful vision-language model in the Qwen series to date.. Signal: Hugging Face – Image Text To Text, Hugging Face, downloads: 89788352, likes: 410, ranking score: 5100.
google-bert/bert-base-uncased
google-bert/bert-base-uncased is a pretrained language model that performs the fill-mask task, having been trained on English text using a masked language modeling (MLM) objective. The model is licensed under Apache-2.0 and supports a wide array of backends including PyTorch, TensorFlow, JAX, ONNX, and Rust, accumulat…
cross-encoder/ms-marco-MiniLM-L6-v2
The cross-encoder/ms-marco-MiniLM-L6-v2 is a machine learning model designed for text ranking, specifically trained on the MS Marco Passage Ranking task. Built on the MiniLM architecture with an Apache-2.0 license, the model supports multiple frameworks including PyTorch, JAX, ONNX, OpenVINO, and Safetensors for flexi…
google/electra-base-discriminator
The google/electra-base-discriminator is a pre-trained text encoder that uses a discriminator architecture rather than a traditional generator approach for self-supervised language representation learning. Released under the Apache-2.0 license, the model supports multiple frameworks including PyTorch, TensorFlow, JAX,…
sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
The `paraphrase-multilingual-MiniLM-L12-v2` model is a sentence-transformers model designed for sentence similarity tasks, mapping sentences and paragraphs to a 384-dimensional dense vector space. Licensed under Apache-2.0, the model supports multiple frameworks including PyTorch, TensorFlow, ONNX, and OpenVINO for br…
BAAI/bge-small-en-v1.5
BAAI/bge-small-en-v1.5 is an English feature-extraction and sentence-similarity model built on the BERT architecture and distributed via the sentence-transformers library. The model is licensed under MIT and supports multiple inference formats, including PyTorch, ONNX, and Safetensors. Its massive adoption and flexibl…
sentence-transformers/all-mpnet-base-v2
sentence-transformers/all-mpnet-base-v2 is a model designed for sentence similarity tasks, mapping sentences and paragraphs to a 768-dimensional dense vector space. It is built on the mpnet architecture and is licensed under Apache-2.0, with exports available in multiple formats including PyTorch, ONNX, Safetensors, a…
openai/clip-vit-large-patch14
openai/clip-vit-large-patch14 is OpenAI's Contrastive Language-Image Pre-Training (CLIP) model designed for zero-shot image classification tasks. The Vision Transformer (ViT-Large) architecture processes images using 14×14 pixel patches and supports multiple major frameworks including PyTorch, TensorFlow, JAX, and Saf…
BAAI/bge-m3
BAAI/bge-m3 is a machine-learning model signal worth checking for task fit, license, model card quality, and production constraints before adoption. Signal: Hugging Face – Sentence Similarity, Hugging Face, downloads: 28332931, likes: 3031, ranking score: 31310.
Community Pulse
Status: ok – 10 signals
Today is why i no longer have the desire to work in IT anymore
Highlights engineering productivity, reliability, and automation signals. (1350 upvotes, 333 comments).
Microsoft warns hackers are exploiting password resets to gain access to user accounts
This item highlights a Microsoft security advisory warning that attackers are actively exploiting password reset mechanisms to compromise user accounts. The discussion attracted significant community attention with 573 upvotes and 66 comments, indicating high operator interest in the attack vector and defensive strate… Verification: community signal; use the linked source as context, not final confirmation.
Microsoft Cancels Internal Anthropic Licenses As Shift To Token-Based AI Billing Blows Up Annual Budgets In Months
This article reports that Microsoft has cancelled internal Anthropic licenses after a shift to token-based AI billing caused annual budgets to be consumed within months. The shift from seat-based or flat-rate licensing to usage-based token billing reportedly created significant cost overruns for enterprise AI deployme…
The absolute pain of trying to debug a Jira ticket that was clearly written by Claude
This Reddit discussion thread in r/devops explores the frustrations engineers face when debugging Jira tickets that appear to have been written by AI assistants like Claude. With 315 upvotes and 54 comments, the post resonated strongly with practitioners who have encountered vague, overly verbose, or contextually inco…
College Graduation Ceremony Erupts In Boos After 'New AI System' Allegedly Misses 'Hundreds' Of Graduates' Names
A Reddit thread in r/artificial discusses a news story where a college graduation ceremony was disrupted by booing after a newly implemented AI system allegedly failed to read hundreds of graduates' names correctly. The post garnered significant community engagement with a score of 249 and 43 comments, reflecting stro…
We accidentally spent $300/month running lint on macOS runners. What's your worst GitHub Actions cost mistake?
Highlights engineering productivity, reliability, and automation signals. (71 comments).
Watching AI Brain Drain on Attackers in Real Time
This item links to a Reddit r/cybersecurity discussion titled Watching AI Brain Drain on Attackers in Real Time, which likely concerns observations about how AI tools are affecting the skill levels or operational capabilities of threat actors. The post received moderate community engagement with a score of 189 and 25…
5,561 GitHub repos got malicious CI/CD commits injected in 6 hours. The commits looked exactly like routine bot maintenance. Here is what happened and how to check if you were hit.
A Reddit post in r/cybersecurity reports that 5,561 GitHub repositories received malicious CI/CD commits disguised as routine bot maintenance within a six-hour window. The attack relied on commits that visually matched legitimate automated processes, making detection difficult for maintainers reviewing recent changes….
OpenAI claims a general-purpose reasoning model found a counterexample to Erdos's unit-distance bound [D]
The linked Reddit post discusses OpenAI's claim that a general-purpose reasoning model has discovered a counterexample to a mathematical conjecture related to Paul ErdĹs's unit-distance bound. Due to failed context fetching, specific technical details regarding the model's architecture, the exact nature of the mathema…
Harvard and 140 other legitimate websites compromised
A Reddit thread in r/cybersecurity reports that Harvard and approximately 140 other legitimate websites were compromised by malicious actors. Specific technical details regarding the attack vector, vulnerability exploited, or resulting payloads were not immediately retrievable from the linked source due to content acc… Verification: community signal; use the linked source as context, not final confirmation.
Lobste.rs
Status: ok – 15 signals
Gnutella: A Protocol Outliving the World That Created It
The linked article is an explainer on Gnutella, a decentralized file-sharing protocol that was widely adopted by millions of users despite being largely forgotten today. It details the protocol's history and design as a peer-to-peer technology built for casual users who did not necessarily understand its underlying me…
A Forth-inspired language for writing websites
The linked article introduces a custom, stack-based language inspired by Forth that its author created specifically for writing websites. The author, Beto Dealmeida, initiated the project based on the idea that building sites through a stack-oriented paradigm would be an interesting and cool approach. This matters to…
C Programming Language Quiz
This quiz is about quirks of the programming language C and intended for fun and educational purpose. The one or the other question is more academic, i.e., it should make you think ;-). Lobste.rs signal: Lobste.rs – Programming, Lobste.rs, score: 0, comments: 0, ranking score: 0.
Flipper One â we need your help
With Flipper One, we're reimagining what a Linux cyberdeck can be â it's a huge project. We're opening up the development process and asking the community for help. Lobste.rs signal: Lobste.rs, score: 0, comments: 0, ranking score: 0.
Announcing Web Serial Support in Firefox
Mozilla has officially announced Web Serial API support in Firefox 151 for Desktop, enabling the browser to communicate directly with serial-connected hardware such as microcontrollers, development boards, 3D printers, and power meters. This implementation allows web applications to establish direct serial connections…
Designing Firefox for the future
Firefox design updates bring a cleaner, faster browser with stronger privacy, new customization and modern tabs. Lobste.rs signal: Lobste.rs, score: 0, comments: 0, ranking score: 0.
This blog ran on Ubuntu 16.04 for 10 years. I migrated it to FreeBSD
After a decade on Ubuntu 16.04, I migrated my blog to FreeBSD on Hetzner. Some notes on setting up a VPS with FreeBSD, Jails, Bastille, Caddy reverse proxies, and load testing and benchmarking the blog from four continents. Lobste.rs signal: Lobste.rs, score: 0, comments: 0, ranking score: 0.
FTC to Require Cox Media Group to Pay Nearly $1million to Settle Charges They Deceived Customers About âActive Listeningâ AI-Powered Marketing Service
The Federal Trade Commission (FTC) announced a settlement requiring Cox Media Group (CMG) and two other marketing firms to pay a total of $930,000 to resolve charges of deceiving customers. The deceptive practices centered around the companies falsely claiming to offer an AI-powered marketing service known as "Active…
What are you doing this weekend?
The linked item is a weekend discussion thread on Lobste.rs where practitioners share their current projects and can ask for help or feedback. The thread currently contains 27 comments, though the item lacks any specific technical article or implementation detail. This matters to engineers as an entry point into casua…
Megalodon: Mass GitHub Repo Backdooring via CI Workflows
Megalodon is a security research project and accompanying write-up detailing a technique for mass-backdooring GitHub repositories via compromised Continuous Integration (CI) workflows. The technique works by exploiting poisoned GitHub Actions dependencies or workflows to inject malicious code directly into a project's… Verification: community signal; use the linked source as context, not final confirmation.
A blueprint for formal verification of Apple corecrypto
With the latest release of corecrypto, weâre publishing our implementations of quantum-secure ML-KEM and ML-DSA algorithms, along with the mathematical proofs we built to assure they are faithful to the FIPS 203 and FIPS 204 specifications. To advance the state of the art for assuring critical software, we're also pub… Lobste.rs signal: Lobste.rs, score: 0, comments: 0, ranking score: 0.
End-to-End Procedural Generation in Caves of Qud (2019)
Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube. Lobste.rs signal: Lobste.rs, score: 0, comments: 0, ranking score: 0.
Introducing the pkg.go.dev API
The Go team has introduced a new programmatic API for pkg.go.dev that allows developers to fetch Go package and module data directly. This official API enables automated access to documentation and metadata that was previously only available by scraping the website. For builders and operators working in the Go ecosyst…
Dependency cooldowns are unfair; we should use phased rollouts instead
The linked article is an RFC-style proposal arguing that dependency cooldownsâan existing practice in some ecosystemsâare unfair and should be replaced with phased rollouts. Specific technical details are sparse in the fetched context, but the author positions phased rollouts as a more equitable alternative for managi…
The Maintainer's Dilemma
The article "The Maintainer's Dilemma" by Steve Francia discusses the growing strain on open source maintenance at scale and explores whether AI-assisted code review can alleviate the burden. It references standard safeguard practices, noting that protected branches typically require a second person to review changes…
Dev.to
Status: ok – 20 signals
Join the GitHub Finish-Up-A-Thon Challenge: $3,000 Prize Pool!
The linked item is a Dev.to announcement for the GitHub Finish-Up-A-Thon Challenge, which runs through June 7 and features a $3,000 prize pool. The challenge encourages developers to complete existing open-source projects or lingering drafts rather than starting new ones. This matters to engineers and builders because…
Every Developer Is Lying About Something â And AI Wonât Fix It
Yes, all of us are lying. And you are probably lying too. Let me prove it đ Oh, I have so many… Dev.to signal: Dev.to, reactions: 119, comments: 81, ranking score: 319.
Recycling made easy: a Polish recycling assistant powered by Gemma 4
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 I clearly remember this scene: my… Dev.to signal: Dev.to – Web Dev, Dev.to, reactions: 36, comments: 36, ranking score: 108.
Building a Production Company Website on AWS â Project Overview
What We Built This series documents the end-to-end process of designing, building, and… Dev.to signal: Dev.to – Web Dev, Dev.to, reactions: 43, comments: 2, ranking score: 88.
From Years to Hours
It's not a brag for me to say "I've been visualizing infrastructure since 2018" – it's the actual… Dev.to signal: Dev.to – AI/ML, Dev.to, reactions: 41, comments: 5, ranking score: 87.
How we're using Gemini Embeddings to build a smarter, community-driven feed on DEV
Big improvements incoming đ Finding the right balance for a feed algorithm is historically really… Dev.to signal: Dev.to – AI/ML, Dev.to, reactions: 39, comments: 5, ranking score: 83.
The Most Concerning AI Risk of 2026
7000+ dev developers shared their thoughts about AI in the recent State of Web Dev AI survey. Dev.to signal: Dev.to – Ai, Dev.to, reactions: 38, comments: 1, ranking score: 77.
The OCR Rabbit Hole
Long weekend. I've got a pile of handwritten documents that need to become structured data. Should be a weekend project. OCR exists, it's been around forever, this is a solved problem. Right? Dev.to signal: Dev.to – Recipes, Dev.to, reactions: 24, comments: 0, ranking score: 48.
I shipped a working landing page in 14 KB. Here is every byte.
I shipped a working landing page in 14 KB. Here is every byte. is a community write-up gaining traction around reactions: 16, comments: 1, ranking score: 33, verification: community_signal. Current signal: Dev.to – Webdev, Dev.to, reactions: 16, comments: 1, ranking score: 33.
Google Antigravity 1.0 to 2.0/IDE Quick Migration Guide
Like many Google Antigravity users, I was very excited about the Antigravity 2.0 announcement at… Dev.to signal: Dev.to – Web Dev, Dev.to, reactions: 16, comments: 0, ranking score: 32.
Seasons time-lapse – the foundations
I live close to nature. I regularly go for a run in the countryside. Over several years, during my… Dev.to signal: Dev.to – Python, Dev.to, reactions: 9, comments: 1, ranking score: 19.
The Most Underrated Announcement from Google I/O 2026 Was Buried in a 90-Second Demo
Everyone talked about Gemini 3.5 and Veo 3. Almost nobody talked about the Managed Agents API. After two days of testing, I think that was a mistake. Dev.to signal: Dev.to – Googleiochallenge, Dev.to, reactions: 9, comments: 0, ranking score: 18.
Rethinking Open Source Contribution in the Age of AI Agents, featuring vLLM Core Maintainer Roger Wang at MLSys'26
Roger is a software engineer focused on machine learning research and systems. He is a core… Dev.to signal: Dev.to – AI/ML, Dev.to, reactions: 7, comments: 4, ranking score: 18.
Google redesigned 13 Workspace icons last week. Here is where to grab the new SVGs.
On May 18 Google started rolling out new gradient icons for thirteen of its Workspace apps. Gmail,… Dev.to signal: Dev.to – Design, Dev.to, reactions: 8, comments: 0, ranking score: 16.
I Built a Browser SDK That Detects LLM Agents. Here's How It Works.
Every bot detection system I've seen works with two actors: human or bot. Block the bot, let the… Dev.to signal: Dev.to – Security, Dev.to, reactions: 5, comments: 0, ranking score: 10.
MacOS Workers, or how I built my own Mac cloud
In Part 1 I laid out the Jenkins-as-a-Code setup â JCasC, Job DSL, ephemeral workers, Packer images,… Dev.to signal: Dev.to – DevOps, Dev.to, reactions: 5, comments: 0, ranking score: 10.
I Inherited 47,000 Lines of Terraform Spaghetti â Here's How I Untangled It Without Burning Production
Battle-tested strategies for refactoring legacy Terraform codebases that grew without guardrails. Real patterns, real disasters, real fixes. Dev.to signal: Dev.to – DevOps, Dev.to, reactions: 4, comments: 0, ranking score: 8.
I decided to build my own alternative to Kubernetes. Here's the architecture I chose (and why).
In my last post I explained why I decided to think "ok, I'm going to build an alternative to… Dev.to signal: Dev.to – DevOps, Dev.to, reactions: 4, comments: 0, ranking score: 8.
Found a Second Layer to a GitHub Follow Botnet
This article documents a security investigation into a GitHub follow botnet, revealing a second layer of coordinated fake accounts beyond an initial discovery of eight profiles. The author describes patterns linking the accounts through automated behavior and network structures that artificially inflate follower count…
The Parallel Road: A Girl, A Machine, and the Architecture of Mind
Introduction We have spent years talking about artificial intelligence as if it were an… Dev.to signal: Dev.to – AI/ML, Dev.to, reactions: 2, comments: 0, ranking score: 4.