Awesome List Updates on Apr 07 - Apr 13, 2025

33 awesome lists updated this week.

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1. Static Analysis

Programming Languages / Other

• Fortitude — Fortran linter, inspired by (and built on) Ruff, and based on community best practices. Supports latest Fortran (2023) standard.

• Prusti ⚠️ — A static verifier for Rust, based on the Viper verification infrastructure. By default Prusti verifies absence of panics by proving that statements such as unreachable!() and panic!() are unreachable.

Other / Other

• Twiggy — Analyzes a binary's call graph to profile code size. The goal is to slim down wasm binary size.

• packj (⭐666) ⚠️ — Packj (pronounced package) is a command line (CLI) tool to vet open-source software packages for "risky" attributes that make them vulnerable to supply chain attacks. This is the tool behind our large-scale security analysis platform Packj.dev that continuously vets packages and provides free reports.

• dennis (⭐50) ⚠️ — A set of utilities for working with PO files to ease development and improve quality.

2. Awesome Lit

Community

• Discord

3. Awesome Php

Table of Contents / Middlewares

• PSR-15 Middlewares (⭐412) - Inspiring collection of handy middlewares.

Table of Contents / Strings

• Url highlight (⭐99) - A library for parsing URLs from text and converting them into clickable links.

4. Awesome Nix

Development / Discovery

• MCP-NixOS (⭐178) - An MCP server that provides AI assistants with accurate information about NixOS packages, options, Home Manager, and nix-darwin configurations.

5. Awesome Agriculture

Automation and Robotics

• Ant Robotics - development from Ecoterra bot

• Acorn Rover - precision farming rover, Odrive, Python.

• Earth Rover - Ag AGV ROS1 precision farming rover

• EcoTerra Bot - Delta & Rover

• FarmBot - Open source precision gardening project.

• Romi project - Europe-funded research project

• Weedinator - Line following weeding robot

Datasets

• Growstuff - Record keeping & crop database, nice API

• PlantVillage - Dataset containing leaf images of healthy and diseased plants, covering 38 disease classes across 14 different crops.

• SoybeanYield (⭐150) - A multimodal agricultural dataset for soybean yield forecasting, integrating yield performance, management practices, weather data, and soil parameters.

• TERRA REF - 1PB public domain high resolution sensor data from sorghum breeding trials (data publication with large files available on globus.org at ncsa#terra-public)

6. Awesome Dos

Development tools

• Insight - Very small debugger for real-mode DOS programs with Borland's Turbo like UI. Features an i80486 disassembler, and i8086 assembler.

7. Awesome Elm

Static site generators / Outdated Boilerplates

• elm-starter (⭐86) - An experimental Elm-based bootstrapper that can also be plugged into already existing Elm applications.

8. Awesome Math

Tools

• Corca Editor

9. Awesome Marketing

SEO (Search Engine Optimization) / SEO Analytics

• OnRanko - Review Harness AI-driven agents to supercharge your SEO, boost rankings, and maximize visibility.

Social Media Marketing / Social Media Management

• ReplyZen - Review - AI tool that automates social media comment management for Facebook and Instagram, auto replying and moderating comments.

10. Awesome Machine Learning

Python / Data Analysis / Data Visualization

• Flama (⭐276) - Ignite your models into blazing-fast machine learning APIs with a modern framework.

11. Awesome Embedded Rust

Real-time / Real-time Operating System (RTOS)

• Ariel OS A modular operating system written in Rust, providing multicore preemptive scheduling and application portability on top of Embassy.

12. Awesome Music

Music Programming

• DrumBeatRepo (⭐16) - A rhythm library for playing drum beats of differents music genres in the browser.

13. Awesome Vue

Projects Using Vue.js / Apps/Websites

• EasyWebinar - Webinar Software / Live events & Webinar app.

14. Awesome Integration

Projects / API Gateway

• Apinto (⭐1.5k) (⭐1.6k) - A Golang-based gateway that offers dynamic routing, multi-tenancy, and robust API access control for modern architectures.

• Tyk API Gateway (⭐10k) (⭐10k) - An enterprise-grade, open-source gateway supporting REST, GraphQL, TCP, and gRPC with advanced rate limiting and analytics.

Projects / Workflow engine

• StackStorm (⭐6.2k) (⭐6.3k) - Robust automation engine that combines sensors, triggers, and workflows to orchestrate complex IT processes.

Resources / Data Formats

• Protocol Buffers (⭐67k) (⭐68k) - A language-neutral and platform-neutral serialization mechanism that is designed to be highly efficient and extensible. It supports rich data types and is widely used in distributed systems, such as gRPC and Apache Kafka.

15. Awesome Neovim

Web Development / Diagnostics

• azratul/expose-localhost.nvim (⭐4) - Expose your local server to the internet with cloudflared or ngrok.

Command Line / Diagnostics

• vzze/cmdline.nvim (⭐18) - Helix-like command line with fuzzy autocompletion.

16. Awesome V

Database clients

• firebird (⭐3) - Client for Firebird SQL.

• vduckdb (⭐38) - A DuckDB client wrapper for V.

Networking

• netaddr (⭐3) - IPv4, IPv6 and MAC (EUI-48, EUI-64) addresses manipulation library.

17. Awesome Windows

Browsers

• Brave - Privacy focused browser with build in adblock.

• Firefox - Browser with privacy and customization.

• Orion - Lightweight WebKit browser with Chrome/Firefox extension support.

• Tor Browser - Privacy browser routing traffic over the Tor network.

• Ungoogled Chromium (⭐23k) - Removes Google integration and tracking.

Communication

• LegCord - Discord client with Vencord and shelter integration.

• Beeper - Combines WhatsApp, Slack, Telegram, Signal, X, Instagram, SMS into one app.

• Discord - Voice and text chat platform.

• Equicord (⭐686) - Fork of Vencord with additional plugins and features.

• Franz - Combines multiple chat services into one app.

• Matrix - Network for secure, decentralized communication.

• Revolt - Chat platform built with modern web tech.

• Element - Client for the Matrix protocol.

• Telegram - Messaging platform focused on speed and security.

• Threema - Swiss messaging platform with open source code.

• Vencord - The cutest Discord client mod with lots of plugins.

• Waow - WhatsApp Web client with extra features.

Databases Clients

• Beekeeper Studio - A modern, easy to use, and good looking SQL client for MySQL, Postgres, SQLite, SQL Server, and more.

18. Awesome Crystal

Network Protocols

• dns (⭐9) - DNS protocol implementation and resolver

19. Awesome Datascience

Bloggers / Book Deals (Affiliated)

• Applied AI Blogs - In-depth articles on AI, machine learning, and data science concepts with practical applications.

• Scaler Blogs - Educational content on software development, AI, and career growth in tech.

Other Awesome Lists / Book Deals (Affiliated)

• Generative AI Models

20. Awesome European Tech

Index / Cloud

• noris network AG 🇩🇪 - Cloud platforms and services specialized for legally regulated companies.

Index / VPS

• Yourserver.se 🇱🇻

• Wavestack 🇩🇪 - VPS based on Sovereign Cloud Stack.

21. Awesome Javascript

Bundlers

• Vite - Next Generation Frontend Tooling.

22. Awesome Go

Game Development

• Ark (⭐90) - Archetype-based Entity Component System (ECS) for Go.

Utilities

• git-tools (⭐33) - Tool to help manage git tags.

23. Awesome Creative Coding

Courses

• Three.js Journey - This course by Bruno Simon will teach you the secrets to create the coolest WebGL websites with Three.js whether you are a beginner or an advanced developer.

Articles • Tutorials / Shaders • OpenGL • WebGL

• WebGL Beyond Dom (⭐17) - Greg Tatum explains the basics of WebGL using Regl.

• The Spaces of WebGL - Brief overview over the different coordinate systems throughout the 3D graphics pipeline.

• OpenGL/GLSL Shader Programming - Deck on OpenGL/GLSL shader programming.

Interactive / Other

• Fragment-foundry - Interactive fragment shader tutorial.

Blogs • Websites / Other

• simonschreibt.de - Game art tricks, design tricks by Simon Schreibt.

24. Awesome Sysadmin

Software / Backups

• Backrest - Backrest is a web UI and orchestrator for restic backup. (Source Code (⭐3.3k)) GPL-3.0 Docker/Go

Software / Continuous Integration & Continuous Deployment

• Terrateam - GitOps-first automation platform for Terraform and OpenTofu workflows with support for self-hosted runners. (Source Code (⭐811)) MPL-2.0 OCaml/Docker

25. Awesome Godot

Plugins and scripts / Godot 4

• HCoroutines (⭐33) - Powerful C# coroutine library for Godot.

• ThemeGen (⭐134) - Easily create themes using GDScript code, allowing you to reuse styles, recombine them, and effortlessly reuse and share colours between components.

26. Awesome Selfhosted

Software / Document Management

• Documenso - Digital document signing platform (alternative to DocuSign). (Source Code (⭐11k)) AGPL-3.0 Nodejs/Docker

Software / Miscellaneous

• Yamtrack (⭐994) ⚠ - Media tracker for movies, tv shows, anime, manga, video games and books. (Demo (⭐994)) AGPL-3.0 Docker/Python

Software / Money, Budgeting & Management

• WYGIWYH (⭐446) - Simple and powerful finance tracker. (Demo) AGPL-3.0 Docker/Django

Software / Note-taking & Editors

• Docs - Collaborative note taking, wiki and documentation platform that scales. (Source Code (⭐13k)) MIT K8S

Software / Software Development - Feature Toggle

• Flagsmith - Dashboard, API and SDKs for adding Feature Flags to your applications (alternative to LaunchDarkly). (Source Code (⭐5.8k)) BSD-3-Clause Docker/K8S

• GO Feature Flag - Simple, complete, and lightweight feature flag solution (alternative to LaunchDarkly). (Source Code (⭐1.7k)) MIT Go

Software / Web Servers

• NGINX - HTTP and reverse proxy server, mail proxy server, and generic TCP/UDP proxy server. (Source Code (⭐27k)) BSD-2-Clause C/deb/Docker

27. Awesome Cpp

Debug

• CrashCatch (⭐52) - Single-header crash reporting for C++ that logs stack traces and creates .dmp and .txt crash dumps. [MIT] website

GUI

• NAppGUI (⭐593) - SDK for building cross-platform desktop apps in ANSI-C. [MIT] website

Miscellaneous

• Hexi (⭐280) - Header-only, lightweight C++ library for binary streaming & serialization. [Apache-2.0/MIT]

28. Awesome Developer First

Authentication & Identity

• SSOJet - Enterprise SSO without rebuilding auth. The free plan includes unlimited monthly active users, unlimited organizations, 2 SSO & 2 SCIM connections.

• SuperTokens - Open-source and hosted email & Oauth authentication with prebuilt UI.

29. Free for Dev

APIs, Data, and ML

• drawDB — Free and open-source online database diagram editor with no signup required.

Remote Desktop Tools

• AnyDesk — Free for 3 devices, no limits on the number and duration of sessions

30. Awesome Angular

YouTube Channels / Google Developer Experts

• Programming Practicals

AI / Google Developer Experts

• ai-friendly-docs (⭐16) - This repository offers Angular documentation specifically optimized for AI, making it highly accessible to Large Language Models (LLMs) and enhancing their response quality.

Authentication / Google Developer Experts

• @badisi/ngx-auth (⭐13) - Authentication and authorization support for Angular based desktop and mobile applications.

CLI / Google Developer Experts

• angular-codx-recipe - A Codx (⭐3) recipe for setting up Angular projects quickly and efficiently.

Developer tools / Google Developer Experts

• zed-angular (⭐107) - This extension integrates the Angular Language Service into Zed.

Animations / Google Developer Experts

• @ramiz4/typing-text - Angular directive for animated typing effects — smooth, customizable, and standalone.

Captcha / Google Developer Experts

• altcha (⭐1.3k) - GDPR, WCAG 2.2 AA, and EAA compliant, self-hosted CAPTCHA alternative with PoW mechanism and advanced anti-spam filter.

DOM / Google Developer Experts

• ngx-autofocus (⭐1) - A powerful, flexible Angular directive for automatic element focusing.

Form Controls / Google Developer Experts

• ngx-pwd (⭐1) - Password Strength Meter and Generator.

Layout Components / Google Developer Experts

• @berg-layout/angular - This is the Angular version of berg-layout (⭐36).

Mixed utilities / Google Developer Experts

• ngx-oneforall (⭐3) - An Angular library with reusable pipes, directives, services, decorators, constants, enums...

Inspired by Angular / Google Developer Experts

• fornax (⭐12) - A lightweight, opinionated, and highly customizable Bun-powered full-stack web framework designed to simplify building single-page applications with custom components, routing, and flexible styling options.

31. Awesome Agi Cocosci

Abduction / Explanation

• A Grammar of Hypotheses for Visualization, Data, and Analysis - 2022. [All Versions]. This work presents a grammar for expressing hypotheses in visual data analysis to formalize the previously abstract notion of "analysis tasks." Through the lens of this grammar, the authors lay the groundwork for how a user's data analysis questions can be operationalized and automated as a set of hypotheses (a hypothesis space). The authors demonstrate that the grammar-based approach for analysis tasks can provide a systematic method towards unifying three disparate spaces in visualization research: the hypotheses a dataset can express (a data hypothesis space), the hypotheses a user would like to refine or verify through analysis (an analysis hypothesis space), and the hypotheses a visualization design is capable of supporting (a visualization hypothesis space). The authors illustrate how the formalization of these three spaces can inform future research in visualization evaluation, knowledge elicitation, analytic provenance, and visualization recommendation by using a shared language for hypotheses. Finally, the authors compare the proposed grammar-based approach with existing visual analysis models and discuss the potential of a new hypothesis-driven theory of visual analytics.

Abduction / Rationalization

• How We Know What Not To Think - Trends in Cognitive Sciences, 2019. [All Versions]. Humans often represent and reason about unrealized possible actions---the vast infinity of things that were not (or have not yet been) chosen. This capacity is central to the most impressive of human abilities: causal reasoning, planning, linguistic communication, moral judgment, etc. Nevertheless, how do we select possible actions that are worth considering from the infinity of unrealized actions that are better left ignored? This work reviews research across the cognitive sciences, and find that the possible actions considered by default are those that are both likely to occur and generally valuable. This paper then offers a unified theory of why. The authors propose that (i) across diverse cognitive tasks, the possible actions we consider are biased towards those of general practical utility, and (ii) a plausible primary function for this mechanism resides in decision making.

Concepts / AI Concept Representation

• Semantic features of object concepts generated with GPT-3 - CogSci'22, 2022. [All Versions]. Semantic features have been playing a central role in investigating the nature of our conceptual representations. Yet the enormous time and effort required to empirically sample and norm features from human raters has restricted their use to a limited set of manually curated concepts. Given recent promising developments with transformer-based language models, here the authors asked whether it was possible to use such models to automatically generate meaningful lists of properties for arbitrary object concepts and whether these models would produce features similar to those found in humans. To this end, the authors probed a GPT-3 model to generate semantic features for 1,854 objects and compared automatically-generated features to existing human feature norms. GPT-3 generated many more features than humans, yet showed a similar distribution in the types of generated features. Generated feature norms rivaled human norms in predicting similarity, relatedness, and category membership, while variance partitioning demonstrated that these predictions were driven by similar variance in humans and GPT-3. Together, these results highlight the potential of large language models to capture important facets of human knowledge and yield a new approach for automatically generating interpretable feature sets, thus drastically expanding the potential use of semantic features in psychological and linguistic studies.

• Connecting Touch and Vision via Cross-Modal Prediction - CVPR'19, 2019. [All Versions]. [Project (⭐74)]. Humans perceive the world using multi-modal sensory inputs such as vision, audition, and touch. This work investigates the cross-modal connection between vision and touch. The main challenge in this cross-domain modeling task lies in the significant scale discrepancy between the two: while our eyes perceive an entire visual scene at once, humans can only feel a small region of an object at any given moment. To connect vision and touch, this work introduces new tasks of synthesizing plausible tactile signals from visual inputs as well as imagining how we interact with objects given tactile data as input. To accomplish the goals, the authors first equip robots with both visual and tactile sensors and collect a large-scale dataset of corresponding vision and tactile image sequences. To close the scale gap, the authors present a new conditional adversarial model that incorporates the scale and location information of the touch. Human perceptual studies demonstrate that the model can produce realistic visual images from tactile data and vice versa.

• Do Llamas Work in English? On the Latent Language of Multilingual Transformers - ACL'24, 2024. [All Versions]. A preliminary work empirically showing that the intermediate embeddings of multilingual Transformers (1) start far away from output token embeddings; (2) already allow for decoding a semantically correct next token in the middle layers, but give higher probability to its version in English than in the input language; (3) finally move into an input-language-specific region of the embedding space. Also, the embedding of abstract concept space lies closer to English than to other languages.

32. Awesome Rust

Applications

• hickory-dns - A DNS-server

Applications / Database

• DB3 Network (⭐378) - DB3 is a community-driven blockchain layer2 decentralized database network

Applications / Productivity

• 0xdea/jiggy (⭐8) [jiggy] - Minimalistic cross-platform mouse jiggler written in Rust

Applications / Security tools

• 0xdea/oneiromancer (⭐78) [oneiromancer] - Reverse engineering assistant that uses a locally running LLM to aid with source code analysis

Development tools / Web Servers

• frolic (⭐193) - An API layer to build customer facing dashboards 10x faster

Libraries / Database

• ORM [orm]
  • diesel-rs/diesel (⭐13k) - an ORM and Query builder
  • ivanceras/rustorm (⭐250) - an ORM
  • njord (⭐415) - ⛵ A versatile, feature-rich Rust ORM
  • rbatis/rbatis (⭐2.4k) - ORM Framework High Performance(JSON based)
  • SeaQL/sea-orm (⭐8.4k) - 🐚 An async & dynamic ORM
  • SeaQL/seaography (⭐450) - 🧭 GraphQL framework for SeaORM
  • thegenius/taitan-orm (⭐111) - The State of Art ORM for Rust, Async & Compile Time Generation.

33. Awesome Generative Deep Art

Everything to Markdown to LLMs

• Mistral OCR / Mistral AI: A document understanding API

• opendatalab/MinerU (⭐39k): A high-quality tool for convert PDF to Markdown and JSON

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