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 technical topics and resources. It operates under the Creative Commons Zero v1.0 Universal (CC0-1.0) license and currently tracks nearly half a million stars on GitHub. This resou…
freeCodeCamp/freeCodeCamp
freeCodeCamp is a massive open-source community and curriculum designed to help users learn math, programming, and computer science for free. The platform's codebase is built primarily in TypeScript and operates under a BSD-3-Clause license, encompassing a vast educational framework with nearly 450,000 stars on GitHub…
public-apis/public-apis
The public-apis/public-apis repository is a massive, community-curated directory that catalogs a wide variety of free APIs for developers. It is an extremely popular resource, boasting over 438,000 stars, and is maintained under an MIT license using Python. This project matters significantly to builders and operators…
EbookFoundation/free-programming-books
The EbookFoundation/free-programming-books repository is a highly popular, community-maintained index of freely available programming books and educational resources. It organizes a massive collection of learning materials across numerous languages and is maintained as a Python repository under the Creative Commons At…
openclaw/openclaw
OpenClaw is a cross-platform, open-source personal AI assistant designed to run locally on a user's own devices. The repository is written in TypeScript, emphasizes data ownership, and is highly active with over 375,000 stars and roughly 78,400 forks. This project is significant for developers and operators who want t…
Hacker News
Status: ok – 11 signals
Domain expertise has always been the real moat
The linked article by Aaron Brethorst argues that domain expertise has always been the true competitive moat in software engineering, rather than the act of writing code itself. It asserts that the hard part of building software has historically never been the actual writing of the code, a point that is highly relevan…
I found a seashell in the middle of the desert
This repository hosts a Jupyter Notebook project with an accompanying homepage, presenting a narrative or experiment playfully titled around finding a seashell in the desert. The repository is relatively new with 116 stars and one fork, written primarily as a Jupyter Notebook, but the available context provides almost…
Accenture to acquire Ookla
Accenture has entered into an agreement to acquire Ookla, a global leader in network intelligence, competitive benchmarking and customer experience analytics. HN signal: Hacker News, score: 301, comments: 150, ranking score: 301.
Shantell Sans (2023)
The linked page describes Shantell Sans, a typeface released in 2023 created by Shantell Martin in collaboration with ArrowType. The font utilizes variable axes for Weight, Italic, Informality, and Bounce, allowing users to transition between readable typographic workhorses and striking, expressive styles. This matter…
The Website Specification
A platform-agnostic, full specification of the technical features a good website should have. Built in the open under an MIT licence. HN signal: Hacker News, score: 263, comments: 103, ranking score: 263.
The AV2 Video Standard Has Released (Final v1.0 Specification)
The Alliance for Open Media (AOMedia) has officially released the final v1.0 specification for the AV2 video coding standard. Building upon the foundation of AV1, AV2 is engineered to provide superior compression efficiency that enables high-quality video delivery at significantly lower bitrates. This finalized specif…
Racket v9.2
Racket v9.2 is a new stable release of the Racket programming language. This version introduces an update where the `match` form now checks that non-linear patterns—patterns where the same variable appears multiple times—are used correctly. This change matters to developers and engineers as it improves compile-time sa…
London's Free Roof Terraces
The linked blog post is a guide exploring the free public roof terraces that were added to several City of London skyscrapers as a result of planning incentives. These elevated spaces offer public access to high-level views, with developers including them to increase the likelihood of obtaining planning permission for…
Dav2d
VideoLAN has announced dav2d, an open-source decoder for the upcoming AV2 video codec, serving as the successor to the widely used dav1d AV1 decoder. The project is developed by members of the VideoLAN community to ensure fast decoding performance and broad accessibility for the new standard. This matters to engineers…
Mechanical Pencil: An illustrated celebration of the engineering around us
Mechanical Pencil is an online publication that features illustrated teardowns and breakdowns of everyday products. The site uses detailed visual diagrams to deconstruct and celebrate the hidden engineering behind common items that people often take for granted. For hardware engineers and product designers, this resou…
A Gentle Introduction to Lattice-Based Cryptography [pdf]
The linked item is a PDF document titled "A Gentle Introduction to Lattice-Based Cryptography" that provides a pedagogical overview of lattice-based cryptographic systems. This type of cryptography is a leading candidate for developing quantum-resistant algorithms and relies on the hardness of mathematical lattice pro…
Hugging Face Trending
Status: ok – 10 signals
sentence-transformers/all-MiniLM-L6-v2
all-MiniLM-L6-v2 This is a sentence-transformers model: It maps sentences & paragraphs to a 384 dimensional dense vector space and can be used for tasks like clustering or semantic search.. Signal: Hugging Face – Sentence Similarity, Hugging Face, downloads: 261013106, likes: 4864, ranking score: 49640.
google-bert/bert-base-uncased
google-bert/bert-base-uncased is a pretrained English language model built for the fill-mask task using a masked language modeling (MLM) objective. Released by Google and implemented across multiple frameworks including PyTorch, TensorFlow, JAX, and ONNX, the model is available under the Apache-2.0 license and has acc…
cross-encoder/ms-marco-MiniLM-L6-v2
This model was trained on the MS Marco Passage Ranking task.. Signal: Hugging Face – Text Ranking, Hugging Face, downloads: 68776670, likes: 250, ranking score: 3500.
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. Built on the Transformers library, the model supports multiple frameworks including PyTorch, TensorFlow, JAX, and…
BAAI/bge-small-en-v1.5
BAAI/bge-small-en-v1.5 is an English embedding model built on the sentence-transformers framework for feature extraction and sentence similarity tasks. The model uses a BERT architecture and carries an MIT license, making it a strong candidate for integration where vector representations of text are needed. Its massiv…
sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
This is a sentence-transformers model: It maps sentences & paragraphs to a 384 dimensional dense vector space and can be used for tasks like clustering or semantic search.. Signal: Hugging Face – Sentence Similarity, Hugging Face, downloads: 49731785, likes: 1246, ranking score: 13460.
sentence-transformers/all-mpnet-base-v2
sentence-transformers/all-mpnet-base-v2 is a model designed for the sentence-similarity task, mapping sentences and paragraphs to a 768-dimensional dense vector space to enable applications like semantic search and clustering. Built on the mpnet architecture and licensed under Apache-2.0, the model supports multiple b…
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: 31178942, likes: 3062, ranking score: 31620.
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: 26079274, likes: 2024, ranking score: 21240.
FacebookAI/xlm-roberta-base
FacebookAI/xlm-roberta-base is a transformer-based fill-mask model pre-trained on a massive 2.5TB filtered CommonCrawl dataset spanning 100 languages. Released alongside the "Unsupervised Cross-lingual Representation Learning at Scale" paper by Conneau et al., the base-sized architecture supports major frameworks incl…
Lobste.rs
Status: ok – 13 signals
My Accessibility Stack and the future on Wayland
This article details a practitioner's personal 'accessibility stack' and examines how those tools and workflows translate to the Wayland display server protocol. The author notes the piece has been through several drafts over four months, suggesting an in-depth, considered look at the practical transition challenges i…
I Put a Datacenter GPU in My Gaming PC for £200
This article by Oscar Molnar documents his experience acquiring a datacenter-grade GPU (a Tesla V100) for just £200 and adapting it for use in a standard gaming PC to run local large language models. The author details hardware modifications required, such as MacGyvering the fan with jumper wires since the server GPU…
ELF Linker Improvements in Zig
The linked article is a development log page for the Zig programming language that covers recent changes merged into the main branch. Based on the limited fetched context, the page is structured as a curated changelog specifically for the year 2026, though technical details regarding the specific ELF linker improvemen…
NixOS 26.05 released
NixOS 26.05 is the newest stable release of the NixOS Linux distribution, a system designed for reproducible, declarative, and reliable package management and system configuration. The release was published on May 30, 2026, and was managed by release managers yayayayaka and jopejoe1. This update is relevant to systems…
The S in interoperability
The S in interoperability is a practitioner-heavy engineering link around verification: community_signal. Current signal: Lobste.rs, score: 0, comments: 0, ranking score: 0.
Website checklist
The Website Checklist provides a flat, print-friendly checklist derived from the Website Specification, categorizing web development elements as required, recommended, or optional. It covers foundational HTML, head, and document basics, explicitly noting that every HTML document must start with the doctype as its firs…
A simple project switcher for Kakoune
Jayesh Bhoot outlines a straightforward project switcher for Kakoune, a modal terminal text editor, walking through how it selects and opens project directories. The article references other editors' approaches to project switching and lists the essential elements needed to implement this within Kakoune's plugin and s…
Ahoy, DECmate II! the little PDP-8 that could
This article profiles the DECmate II, a 1980s personal computer released by Digital Equipment Corporation that housed the architecture of the venerable PDP-8 minicomputer inside a desktop form factor. It specifically explores how DEC attempted to sustain their legacy 12-bit architecture in the face of rapidly advancin…
securix: NixOS-based secure operating system. Provides a hardened environment with strong isolation, reproducibility, and policy-driven configurations
Sécurix is a NixOS-based secure operating system tailored for small to medium-sized teams. It provides a minimal, hardened environment with strong isolation, reproducibility, and policy-driven configurations to ensure operational security and compliance. – cloud-gouv/securix. Lobste.rs signal: Lobste.rs – Systems, Lobste.rs, score: 0, comments: 0, ranking score: 0.
You Must Fix Your Asserts
You Must Fix Your Asserts is a practitioner-heavy engineering link around verification: community_signal. Current signal: Lobste.rs, score: 0, comments: 0, ranking score: 0.
A pragmatic set of modern colour space transforms for the Odin language
The colourspace repository provides a pragmatic collection of modern color space transformations implemented specifically for the Odin programming language. The library focuses on practical implementations for converting between various color spaces, though the available context provides limited detail on the specific…
A New Design for Pretty Printer Implementations in Rust
The linked article introduces a new design pattern for building pretty printers in Rust, based on the author's experience studying the rustc compiler's implementation and creating their own library. The piece discusses the architecture and implementation details of this formatting library, which is used in an unspecif…
What Is a Dickover?
What Is a Dickover? is an article by John Gruber that coins and defines the term “dickover,” which describes a deliberately obstructive modal panel, popover, or curtain presented by a website or app to frustrate the user into an unwanted mandatory interaction such as accepting cookies, subscribing to a newsletter, or…
Dev.to
Status: ok – 20 signals
🗓️ Monthly Dev Report: May 2026
Hey everyone! I bring you my development journey on what I have discovered, accomplishments for this… Dev.to signal: Dev.to, reactions: 53, comments: 24, ranking score: 130.
Dev Opportunity Radar #1: A $100K AI Grant, Two Fellowships, and an AI Agent Resource
TL;DR I've missed a lot of opportunities simply because I didn't know they existed. So every… Dev.to signal: Dev.to, reactions: 32, comments: 8, ranking score: 72.
I Made My AI Models Argue, Then Let Hermes Be the Judge
A $0 multi-model decision agent: three LLMs debate, Hermes judges, and it learns who to trust. Dev.to signal: Dev.to – AI/ML, Dev.to, reactions: 20, comments: 14, ranking score: 54.
Hermes Agent Gets Smarter Every Day. So Does the Bill.
This is a submission for the Hermes Agent Challenge: Write About Hermes Agent Hermes Agent… Dev.to signal: Dev.to – AI/ML, Dev.to, reactions: 21, comments: 6, ranking score: 48.
A self-hosted Google reCAPTCHA alternative (we ship it)
You know the one. You're trying to subscribe to a newsletter, and Google asks you to identify all the… Dev.to signal: Dev.to – Development, Dev.to, reactions: 8, comments: 3, ranking score: 19.
Inference Theft Is the New AI App Security Bug: How to Protect Your LLM Endpoints
A practical checklist for protecting public AI endpoints from model abuse, runaway agent loops, and surprise inference bills. Dev.to signal: Dev.to – Web Dev, Dev.to, reactions: 7, comments: 4, ranking score: 18.
I Built Sổ Lãi, a Practical Profit Tracker for Vietnamese Online Shops
This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built I built So… Dev.to signal: Dev.to – Web Dev, Dev.to, reactions: 7, comments: 3, ranking score: 17.
TanStack shipped a postmortem for the 42-package npm compromise. Here is what every project should change this week.
TanStack shipped a postmortem for the 42-package npm compromise. Here is what every project… Dev.to signal: Dev.to – Security, Dev.to, reactions: 8, comments: 0, ranking score: 16. Verification: community signal; use the linked source as context, not final confirmation.
How Model Distillation Actually Works (and What the 'China Distilled Our Model' Headlines Really Mean)
A practical, no-hype explainer of knowledge distillation in LLMs — the actual mechanics, why distilling from a closed API is different, and what the OpenAI/Anthropic vs DeepSeek allegations are really about. Dev.to signal: Dev.to – AI/ML, Dev.to, reactions: 7, comments: 2, ranking score: 16.
I built the most feature-complete React Native drum picker — native Fabric, 10+ features, zero compromises
Every React Native project eventually needs a drum/wheel picker. You know the one — that satisfying… Dev.to signal: Dev.to – Reactnative, Dev.to, reactions: 5, comments: 0, ranking score: 10.
Pluto-ecss: A transpiler and runtime for PLUTO procedure language
This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built pluto-ecss is… Dev.to signal: Dev.to – Devchallenge, Dev.to, reactions: 4, comments: 0, ranking score: 8.
🧠 NeuroDoc: From Broken Prototype to Production-Ready Async AI Documentation Engine
This is a submission for the GitHub Finish-Up-A-Thon Challenge I abandoned this project. Then I… Dev.to signal: Dev.to – Devchallenge, Dev.to, reactions: 4, comments: 0, ranking score: 8.
How I rescued a RAG assistant from memory leaks and got it running on a 512MB RAM free tier
A few weeks ago, I had a classic "works on my machine" moment. I had built a nice RAG prototype… Dev.to signal: Dev.to – Rag, Dev.to, reactions: 4, comments: 0, ranking score: 8.
I Turned Hermes Agent into a Verifiable Agent Operating System
What I Built I did not build another chatbot. I built a memory hygiene system around… Dev.to signal: Dev.to – AI/ML, Dev.to, reactions: 4, comments: 0, ranking score: 8.
How I Built a Permanent Testing Server Using Cloudflare Tunnel
At work, we were constantly running into the same problem. A tester needs to check something, a… Dev.to signal: Dev.to – Web Dev, Dev.to, reactions: 2, comments: 1, ranking score: 5.
I Built a Local AI Code Review Agent with Gemma 4 — Zero Cloud, Zero Cost, Full Privacy
How I built CodeSentinel, a privacy-first code review agent using Gemma 4 running locally via Ollama. Zero API costs, zero cloud dependency, 88-94% vulnerability detection rate. Dev.to signal: Dev.to – Devchallenge, Dev.to, reactions: 2, comments: 0, ranking score: 4. Verification: community signal; use the linked source as context, not final confirmation.
I Built a Bot That Updates My EKS Nodes While I Sleep — Here's How
A complete walkthrough of automating EKS AMI updates using Amazon Bedrock AI risk analysis, GitHub PRs as human approval gates, and ArgoCD + Karpenter for zero-downtime rollouts. Dev.to signal: Dev.to – DevOps, Dev.to, reactions: 2, comments: 0, ranking score: 4.
Passing CGOA and CAPA: My Study Notes and Exam Experience
I recently took two CNCF-related certification exams. Certified GitOps Associate (CGOA) on May 20,… Dev.to signal: Dev.to – DevOps, Dev.to, reactions: 2, comments: 0, ranking score: 4.
Let Equals Equal Equals
TL;DR: Setting ariaDescribedByElements on a node silently fails when the target is in a different… Dev.to signal: Dev.to – A11Y, Dev.to, reactions: 1, comments: 0, ranking score: 2.
Why I'm building Hyphae: provenance over prediction (and the 3-line baseline that tied it)
A few months ago I set out to build a cognitive substrate without a large language model in the… Dev.to signal: Dev.to – Rust, Dev.to, reactions: 0, comments: 1, ranking score: 1.