GitHub Trending
Status: ok – 5 signals
sindresorhus/awesome
The sindresorhus/awesome repository is a highly popular, community-driven collection of curated lists covering a wide variety of interesting topics and software resources. It operates under the permissive CC0-1.0 license and aggregates an immense volume of community engagement, reflected by nearly 470,000 stars and ov…
freeCodeCamp/freeCodeCamp
freeCodeCamp is an open-source community and curriculum focused on providing free education in math, programming, and computer science. The repository contains the platform's entire TypeScript codebase, operates under a BSD-3-Clause license, and features an extensive curriculum covering topics like D3.js and professio…
public-apis/public-apis
The public-apis/public-apis repository is a massive, community-curated directory that catalogs a wide variety of free APIs available for use in software development. The list contains numerous APIs categorized by various topics and is maintained as a Python-oriented project under the MIT license, boasting over 437,000…
EbookFoundation/free-programming-books
The EbookFoundation free-programming-books repository is a highly popular, collaboratively maintained list of freely available programming books and educational resources across numerous languages. Maintained primarily with Python tooling and licensed under CC-BY-4.0, the project boasts nearly 390,000 stars and hosts…
openclaw/openclaw
OpenClaw is an open-source personal AI assistant built in TypeScript that runs locally on a user's own devices across any operating system or platform. The project emphasizes data ownership and is distributed under the permissive MIT license, featuring tens of thousands of open issues that indicate highly active commu…
Hacker News
Status: ok – 20 signals
As AI wipes out white-collar jobs, one Alabama high school and Toyota are training students for roles that pay $40 an hour and can't be automated
The article profiles the Huntsville Center for Technology in Alabama, which partners with Toyota to train high school students for skilled trade roles amid a labor market shortage. These positions reportedly pay around $40 per hour and are framed as resistant to AI-driven automation that is displacing white-collar job…
Microsoft reports are exposing AI's real cost problem: Using the tech is more expensive than paying human employees
A recent Fortune article examines how internal Microsoft reports reveal that deploying AI infrastructure can often be more expensive than paying human employees for equivalent work. The report highlights a scaling challenge where increased corporate adoption and employee usage directly translate to significantly heavi…
Google CEO Sundar Pichai says booing graduates will shape AI's future — and live with its consequences
The linked Business Insider article reports on Google CEO Sundar Pichai's upcoming commencement speech at Stanford, framing his remarks in the context of growing public backlash toward AI from recent graduates. Pichai emphasizes that the current generation of students who are skeptical of or actively protesting AI wil…
The American Rebellion Against AI Is Gaining Steam – Booed commencement speakers, blocked data centers, plummeting poll numbers: Fast-growing industry has a faster-growing crisis
This Wall Street Journal article reports on the growing public backlash against the AI industry in the United States, citing incidents such as booed commencement speakers, blocked data center constructions, and dropping approval ratings in public polls. The piece frames this public relations crisis as a counter-weight…
99% of CEOs Expect AI-Driven Layoffs in the Next Two Years
A Gizmodo article reports on a recent study finding that virtually all surveyed CEOs expect their corporate AI initiatives to lead to layoffs within the next two years. The piece highlights that executives heavily favor automation and largely doubt that humans and machines can successfully coexist in the modern workfo…
Ex-Facebook exec Sheryl Sandberg tells Gen Z the 10-year career plan is dead thanks to AI: 'Don't script your career when the future is uncertain'
This Fortune article covers former Facebook COO Sheryl Sandberg's warning to Gen Z that rigid, long-term career planning is becoming obsolete due to AI-driven disruption in the job market. Sandberg argues that AI is poised to eliminate millions of jobs and potentially wipe out entry-level roles, making adaptability mo…
Disney sued over new facial recognition technology at Disneyland entrances
Disney is facing a lawsuit related to the deployment of new facial recognition technology at Disneyland park entrances. The legal challenge raises questions about the specific biometric data collection methods and privacy compliance mechanisms used in a high-traffic commercial environment. This matters to engineers an…
Microsoft's Xbox controller refresh kills its underused accessory port
Microsoft is reportedly removing the proprietary expansion port, commonly known as the Chatpad port, from its refreshed Xbox controllers. The article notes that multiple signs point to this underused accessory port being eliminated, meaning existing peripherals like the Chatpad will no longer be compatible with the ne…
Tech layoffs have already passed 100,000 in 2026 as the industry cuts jobs to fund AI
The linked TechSpot article reports that tech industry layoffs have surpassed 100,000 in 2026, driven significantly by companies reallocating resources and cutting jobs to fund artificial intelligence initiatives. The tracker points to a broader industry trend where established tech roles are being displaced in favor…
AI radio hosts demonstrate why AI can’t be trusted alone – Claude tried to incite a revolution, Gemini cheerfully detailed horrific tragedies, and poor Grok was just confused.
Andon Labs told four AI models to run profitable radio stations. Instead, Gemini got morbid, Claude turned revolutionary, and Grok had a nervous breakdown. (RAT: Remote Access Trojan). HN signal: Hacker News, Reddit/r/Futurology, score: 1043, comments: 124, ranking score: 2210.
AI is quietly doing to healthcare admin what it did to bank tellers and most people haven't noticed yet
A Reddit Futurology submission is generating significant cross-platform discussion on Hacker News regarding how AI is automating healthcare administration tasks similar to past banking automation. The post has attracted high engagement with over 900 upvotes and 200 comments on Reddit, prompting technical debates on Ha…
Streamer Realtime Deepfakes Himself into Mr. Beast, Says He Loves "Touching Little Boys" | The software, called Delulu, is marketed specifically to streamers and lets them easily….
404 Media reports on a real-time deepfake tool called Delulu that allows streamers to impersonate public figures during live broadcasts. The software is marketed specifically to streamers and enables them to easily transform into other people, raising immediate concerns about impersonation and content authenticity at…
Steelseries Arctis Nova Elite review: Ultra high-end gaming headsets are here
The linked Engadget article reviews the Steelseries Arctis Nova Elite, an ultra high-end gaming headset positioned at a $600 price point. Reviewer James Trew awarded the device an 8.4 out of 10, noting that despite the high cost for gaming, the headset's audio fidelity makes it a compelling single-pair solution for us…
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: 589, comments: 105, ranking score: 1283.
Project Glasswing: Anthropic says Claude found 10,000 critical software flaws in a month
Anthropic's cybersecurity initiative, Project Glasswing, utilizes its Claude model to automate the discovery of severe software vulnerabilities across critical systems. The project reportedly uncovered over 10,000 high- and critical-severity flaws in a single month, a detection rate that is currently creating a patchi… Verification: community signal; use the linked source as context, not final confirmation.
Meta is using mouse-tracking software on employees. Now they’re pushing back
The linked Fast Company article reports that Meta has deployed mouse-tracking and employee monitoring software, sparking internal pushback from workers concerned about privacy and surveillance. The technical discussion around this topic on Hacker News involves implementation trade-offs of such monitoring tools and cou…
Anthropic beats OpenAI on business adoption for the first time
Ramp's latest AI Index reports that Anthropic has surpassed OpenAI in paid business adoption rate for the first time. The report notes this milestone while also highlighting three specific underrated risks that Anthropic faces moving forward. This metric provides engineers and operators with a concrete data point on e…
Swedish transhumanist Nick Bostrom fears a 'pendulum swinging too far' against AI
This article covers philosopher and futurologist Nick Bostrom's warning that public and regulatory sentiment might swing too far against artificial intelligence. Bostrom highlights the threat AI poses to white-collar jobs and the potential for an unprecedented existential crisis, while also acknowledging the technolog…
AI makes a major breakthrough in a math problem that had stumped experts for decades
An article on Phys.org reports that artificial intelligence has been used to achieve a major breakthrough on a classic geometry puzzle that remained unsolved for nearly 80 years. The specific problem tackled is the planar unit distance problem, a deceptively simple question regarding geometry first posed by the Hungar…
Chrome proposes new APIs: Declarative partial updates
Google Chrome is proposing new Declarative Partial Updates APIs that introduce out-of-order streaming capabilities alongside renewed HTML insertion and streaming methods. These new APIs are designed to allow web developers to update specific parts of a page dynamically without requiring full page reloads, and the feat…
Hugging Face Trending
Status: ok – 10 signals
sentence-transformers/all-MiniLM-L6-v2
sentence-transformers/all-MiniLM-L6-v2 is a sentence-similarity model that maps sentences and paragraphs to a 384-dimensional dense vector space for tasks like clustering or semantic search. The model is built on the BERT architecture and is licensed under Apache-2.0, supporting multiple frameworks including PyTorch,…
google-bert/bert-base-uncased
google-bert/bert-base-uncased is a pretrained English language model built for the fill-mask pipeline using a masked language modeling (MLM) objective. It is a widely-adopted transformer distributed under the Apache-2.0 license and supports a broad range of inference frameworks including PyTorch, TensorFlow, JAX, ONNX…
cross-encoder/ms-marco-MiniLM-L6-v2
The cross-encoder/ms-marco-MiniLM-L6-v2 is a machine learning model designed specifically for the MS MARCO passage text-ranking task. Built upon the sentence-transformers library, it features an Apache-2.0 license and supports multiple backends including PyTorch, JAX, ONNX, OpenVINO, and Safetensors. This model is hig…
google/electra-base-discriminator
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators. Signal: Hugging Face Trending, Hugging Face, downloads: 56106147, likes: 112, ranking score: 2120.
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 optimized for the sentence-transformers library. It operates under the permissive MIT license and is highly downloaded, with nearly 50 million downloads tracked alongside robust MTEB benchmark resul…
sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
The `paraphrase-multilingual-MiniLM-L12-v2` model is a sentence-transformers model designed for the sentence-similarity task, mapping sentences and paragraphs to a 384-dimensional dense vector space. It is licensed under Apache-2.0 and features 12 layers, supporting multiple frameworks including PyTorch, TensorFlow, O…
Qwen/Qwen3-VL-2B-Instruct
Meet Qwen3-VL — the most powerful vision-language model in the Qwen series to date.. Signal: Hugging Face – Image Text To Text, Hugging Face, downloads: 48210232, likes: 413, ranking score: 5130.
sentence-transformers/all-mpnet-base-v2
sentence-transformers/all-mpnet-base-v2 is a sentence embedding model that maps sentences and paragraphs to a 768-dimensional dense vector space. The model is designed for tasks such as clustering or semantic search, and is built on the MPNet architecture with support for multiple inference formats like PyTorch, ONNX,…
BAAI/bge-m3
BAAI/bge-m3 is a sentence similarity and feature extraction model built on an XLM-RoBERTa architecture for generating text embeddings. It is distinguished by its versatility, offering multi-functionality, multi-linguality, and multi-granularity support across its inputs. This model is highly relevant for engineers bui…
openai/clip-vit-large-patch14
Disclaimer: The model card is taken and modified from the official CLIP repository, it can be found here.. Signal: Hugging Face – Zero Shot Image Classification, Hugging Face, downloads: 29477912, likes: 2015, ranking score: 21150.
Community Pulse
Status: ok – 10 signals
Anyone else losing their mind over this "AI Cybersecurity" hype?
This item is a popular Reddit discussion thread in r/cybersecurity where practitioners are venting frustration about the current wave of AI cybersecurity marketing and hype. Without fetched article content beyond a verification prompt, the thread's high engagement with 607 upvotes and 112 comments suggests the communi…
OnlyFans mega leak reveals 340M user records, hackers claim
A trending r/cybersecurity thread discusses reports of a massive data leak allegedly exposing 340 million user records from the platform OnlyFans. While the exact technical specifics of the breach are detailed within the linked discussion, the high engagement highlights significant concerns regarding third-party data… Verification: community signal; use the linked source as context, not final confirmation.
Everyone in my company is discovering that Agentic Workflow is just CICD workflows
A highly upvoted r/devops discussion explores the growing realization that many newly branded "Agentic Workflow" patterns in AI are conceptually similar to traditional CI/CD pipelines. With 562 upvotes and 121 comments, the conversation resonates strongly with practitioners who see parallels between agent orchestratio…
I simply do not understand how massively expensive AI and robotics are expected to be more cost effective than humans.
r/artificial (246 comments): I simply do not understand how massively expensive AI and robotics are expected to be more cost effective than humans. – AI/LM community discussion.
PapersWithCode new features – week 1 [P]
This item links to a Reddit post on r/MachineLearning announcing new features added to PapersWithCode during its first week of updates. The post received a score of 120 with 7 comments, indicating moderate community interest in platform enhancements for tracking machine learning research and benchmarks. Engineers and…
We're reaching a point where "AI-generated but visually realistic" content will become the norm, not the exception. 👀
This Reddit thread on r/artificial discusses the growing prevalence of AI-generated visually realistic content, signaling a shift where such material may soon become the default rather than unusual. The post garnered notable community engagement with a score of 88 and 67 comments, reflecting active debate on the impli…
How should I start learning DevOps as an absolute beginner in 2026? Is it still worth it?
This item is a Reddit discussion thread in r/devops where users are asking how to begin learning DevOps as an absolute beginner in 2026 and questioning if the field is still worth entering. Because the fetched context did not successfully load the article content, specific technical details or actionable community rec…
How do ML practitioners select hyperparameters, architectures, etc for self-supervised representation learning when the loss is non-monotonic? [D]
This item links to a Reddit r/MachineLearning discussion asking how practitioners handle hyperparameter and architecture selection for self-supervised representation learning when dealing with non-monotonic loss functions. Because the fetched context did not successfully load the article contents, specific technical d…
Can you share your CI/CD pipeline approach?
This item links to a community discussion thread where engineers share their specific CI/CD pipeline approaches and tooling choices. Due to fetch limitations preventing access to the actual conversation, the technical details remain based on the thread's focus on continuous integration and delivery workflows. The topi…
Auditor wants a specific access report format and our IAM tool can't produce it, how do you handle this
This item is a community discussion post where a practitioner seeks advice on fulfilling an auditor's request for a specific access report format that their current Identity and Access Management (IAM) tool cannot natively generate. The conversation highlights the practical challenge of bridging the gap between rigid…
Lobste.rs
Status: ok – 15 signals
Switching to Colemak
Switching to Colemak is a practitioner-heavy engineering link around verification: community_signal. Current signal: Lobste.rs, score: 0, comments: 0, ranking score: 0.
omarchy is not a distro
The linked article pushes back against the growing tendency to brand personal dotfile configurations or opinionated setups as full Linux distributions, using DHH's 'Omarchy' as a recent example. It clarifies that while Omarchy describes itself as a beautiful and opinionated Linux distribution, simply bundling personal…
The social contract of writing
This article examines the evolving social contract of writing in an era where large language models (LLMs) are rapidly infiltrating every industry. The author argues for the inherent value of genuine writing as the internet faces an increasing flood of automated, low-quality content or "slop." For engineers and builde…
JS Crossword – a crossword where the clue = eval(answer)
JS Crossword is a browser-based puzzle where every clue is the evaluated result of a JavaScript expression, and the player must input the code that produces that result. For example, a clue of 7 can be solved with the expression 3+4, and [object Object] can be solved with the input []+{}. It serves as a practical exer…
How my minimal, memory-safe Go rsync steers clear of vulnerabilities
The linked article describes the author's experience developing a minimal, memory-safe implementation of rsync written in Go as a response to multiple vulnerabilities disclosed in the original C-based tool. By leveraging Go's memory safety guarantees and a deliberately minimal feature set, the author outlines how thei… Verification: community signal; use the linked source as context, not final confirmation.
Fully in-browser container builds
Fully in-browser container builds is a practitioner-heavy engineering link around verification: community_signal. Current signal: Lobste.rs, score: 0, comments: 0, ranking score: 0.
What are you doing this week?
The linked Lobste.rs item is a weekly community discussion thread titled "What are you doing this week?" where practitioners share their current projects and work. The fetched context only reveals the thread has accumulated 11 comments, and it appears to feature an "ask programming" sub-section. This matters to engine…
A Simple Makefile Tutorial (2008)
This link points to a straightforward, practitioner-focused tutorial on writing Makefiles, a foundational build automation tool for compiling software projects. The guide walks through the basic syntax of rules, targets, prerequisites, and recipes, demonstrating how to compile a C program from source. It remains a val…
Building Pi with Pi
Building Pi with Pi is a blog post by Armin Ronacher that shares his learnings and approach regarding post-AI open source software development. The article discusses his project named Pi, which is now part of a larger entity called Earendil, and outlines how his team is navigating open source in the current era. This…
Flatpak will depend on systemd
Flatpak, a popular Linux application sandboxing and distribution framework, has announced it will require systemd as a hard dependency. This decision reverses the project's longstanding goal of being universally portable across “every distro,” potentially excluding distributions that intentionally avoid systemd such a…
Scoped Error in Rust
The linked article introduces Scoped Error, a custom error handling pattern in Rust developed by Kan-Ru Chen after he found existing error handling crates unsatisfactory. The author, who has tried many error crates and developed his own helpers, proposes this approach as an alternative for Rust practitioners. This exp…
Nix's Substituter List Is Not a Routing Table
Nix's Substituter List Is Not a Routing Table is a practitioner-heavy engineering link around verification: community_signal. Current signal: Lobste.rs, score: 0, comments: 0, ranking score: 0.
Announcing feed-repeat v1.0
feed-repeat v1.0 is a newly released tool designed to help users resurface and reread older articles published on websites they follow. The announcement page introduces the utility but provides limited concrete technical details beyond posing the core problem of rediscovering past content from favorite authors. This m…
The Eternal Sloptember
"The Eternal Sloptember" is a blog post by George Hotz (geohot) published on his personal site, linked from the Lobste.rs community. The available context provides no fetched article content, README, or codebase details, meaning specific technical claims cannot be verified from the supplied information. Without additi…
Host-Tuned GCC for Faster Compilation
This item links to an article by peter0x44 detailing the process and results of host-tuning the GCC compiler to achieve faster C/C++ compilation times. The author likely explores profiling data and allocation trade-offs to demonstrate how recompiling the compiler with optimizations specific to the host machine's archi…
Dev.to
Status: ok – 20 signals
I Built a Production-Grade E-Commerce Platform in 3 Months — GitHub Copilot Was My Co-Founder
This Dev.to article by Syed Ahmer Shah details the author's experience building a production-grade e-commerce platform in three months as a submission for the GitHub Finish-Up-A-Thon Challenge, utilizing GitHub Copilot as an AI pair programmer or "co-founder". The post outlines the development journey and architecture…
Gemma 4 challenge inspired me to build my first app!
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 It started with a real need…. Dev.to signal: Dev.to, reactions: 34, comments: 10, ranking score: 78.
Everyone's Talking About Gemini 3.5 Flash. The Real Story at Google I/O 2026 Was a Skill File.
This is a submission for the Google I/O Writing Challenge Everyone walked away from Google I/O… Dev.to signal: Dev.to – Web Dev, Dev.to, reactions: 19, comments: 19, ranking score: 57.
Vestige: A Gemma 4 Brain Tracker That Won't Blow Smoke Up Your Ass
An ADHD brain tracker built on Gemma 4 (E4B + EmbeddingGemma 300M) that observes and never grades. Native audio, multi-lens extraction, on-device after one model download. Dev.to signal: Dev.to, reactions: 22, comments: 6, ranking score: 50.
NeuralHats: I Put Edward de Bono’s Six Thinking Hats on Local LLMs Using Gemma 4
The article introduces NeuralHats, a project that applies Edward de Bono’s Six Thinking Hats decision-making framework to local LLMs using Gemma 4. It was submitted as an entry for the Gemma 4 Challenge, aiming to structure AI-assisted decision-making by prompting the model to adopt different analytical perspectives….
Build It, Then Use It: How I wrote 435 AI engineering lessons from scratch
The first time I wrote a tokenizer, I did it with a for loop. I counted byte pairs by hand, merged… Dev.to signal: Dev.to – AI/ML, Dev.to, reactions: 19, comments: 4, ranking score: 42.
A 100% Private, Local AI Resume Optimizer with Google Gemma 4: How I Built ResuMate!
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 See why I chose the Gemma 4 E2B… Dev.to signal: Dev.to, reactions: 16, comments: 1, ranking score: 33.
Google I/O 2026: AI Built an OS in 12 Hours. I Spent Mine Sorting Screenshots. 🤦
This is a submission for the Google I/O Writing Challenge I haven't watched a tech keynote in a… Dev.to signal: Dev.to – Web Dev, Dev.to, reactions: 12, comments: 7, ranking score: 31.
From Govhack Win to Something That Actually Matters
This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built Project… Dev.to signal: Dev.to – AI/ML, Dev.to, reactions: 11, comments: 2, ranking score: 24.
I Got Tired of Forgetting. So I Built PwnLog.
Every bug hunter knows the feeling. You're deep in a session. You find something weird — an IDOR, a… Dev.to signal: Dev.to – Security, Dev.to, reactions: 7, comments: 1, ranking score: 15.
I'm not an ML engineer. I built one anyway.
Not because I wanted to — but because every tool I tried on ARM edge devices either needed the cloud,… Dev.to signal: Dev.to – Machinelearning, Dev.to, reactions: 7, comments: 0, ranking score: 14.
Managing multiple docker hub accounts using docker-use
Most of the time I'm signed into my work Docker Hub account, and that's fine. Almost everything I… Dev.to signal: Dev.to – Web Dev, Dev.to, reactions: 6, comments: 1, ranking score: 13.
I Built a Neural Network Engine in C# That Runs in Your Browser – No ONNX Runtime, No JavaScript Bridge, No Native Binaries
Eight months ago the creator of ILGPU told me supporting Blazor WebAssembly would be too difficult. Today I'm shipping a six-backend ML library to NuGet with five working demos. Here's how, and what it took to get here on $20 a month. Dev.to signal: Dev.to – AI/ML, Dev.to, reactions: 6, comments: 0, ranking score: 12.
I Built a Pre-Commit Secret Scanner Because GitHub's Is Too Late
This post introduces a custom pre-commit secret scanner designed to catch sensitive data like .env files before code reaches the remote repository. The author argues that relying solely on GitHub's native secret scanning is insufficient because it only detects leaks after the push has occurred. This tool matters to en…
Claude Code Hooks 101: Turning Your AI Coding Assistant Into an Automated Teammate
Hello, I'm Shrijith Venkatramana. I'm building git-lrc, an AI code reviewer that runs on every… Dev.to signal: Dev.to – Web Dev, Dev.to, reactions: 5, comments: 0, ranking score: 10.
"Why You're Not Getting Callbacks (It's Not Your Skills)"
"You know React. You have projects. You've applied to 30 companies. Zero callbacks. The problem… Dev.to signal: Dev.to – Javascript, Dev.to, reactions: 5, comments: 0, ranking score: 10.
How to Debug React Server Components in Production
I shipped a Next.js feature to production last year, and within ten minutes I got a Slack message… Dev.to signal: Dev.to – Webdev, Dev.to, reactions: 5, comments: 0, ranking score: 10.
Stop Using Fetch() in React: A Better Way To Call Your Backend
Developers have an ‘unspoken struggle’ when communicating with APIs. When working on an interactive… Dev.to signal: Dev.to – Webdev, Dev.to, reactions: 5, comments: 0, ranking score: 10.
Understanding Parsers by Building One
Inspiration I have always been fascinated by compilers and interpreters and their ability… Dev.to signal: Dev.to – Programming, Dev.to, reactions: 5, comments: 0, ranking score: 10.
Looking for 4 people to build something weird with me
A few months ago, if someone had asked me what I'd be doing this summer, I would've probably said… Dev.to signal: Dev.to – DevOps, Dev.to, reactions: 5, comments: 0, ranking score: 10.