MoreRSS

site iconTrack Awesome listModify

Dev Digest
Track Awesome List Daily Updates on Github.
RSS: https://www.trackawesomelist.com/rss.xml
Please copy the RSS to your reader, or quickly subscribe to:

Inoreader Feedly Follow Feedbin Local Reader

Rss preview of Blog of Track Awesome list

Awesome List Updated on Apr 07, 2026

2026-04-07 11:28:06

1. Awesome Opentofu

Tools / Platforms

  • Stategraph - State backend that eliminates the state file bottleneck. Teams plan in parallel with resource-level locking, and state is queryable via SQL.

2. Awesome Ai in Finance

Data Sources / Traditional Markets

  • Congressional Stock Brain - Free AI-powered tool that scores U.S. STOCK Act congressional trade disclosures by significance. Committee weighting, timing analysis, 537 members tracked.

Data Sources / Prediction Markets

  • PolyMind - Real-time Polymarket trading alerts with multi-AI analysis (Groq, Claude, Gemini). Track whale bets, volume spikes, coordinated wallets, and 12 signal types. Free tier available.

Research Tools / Prediction Markets

  • CongressionalStockBrain - AI-powered tool that ingests U.S. STOCK Act congressional trade disclosures and converts them into machine-scored signals for retail investors.

3. Magictools

Graphics / Voxel Editors

4. Awesome Php

Table of Contents / Frameworks

Table of Contents / Framework Extras

  • Inertia.js - An adapter for building single-page applications using server-side routing and controllers, without a separate API.

Table of Contents / Content Management Systems (CMS)

  • WinterCMS - A community-maintained fork of OctoberCMS built on Laravel.

Table of Contents / Templating

  • Plates - A native PHP templating library.

Table of Contents / Static Site Generators

  • Couscous - A tool for converting Markdown documentation into websites.

Table of Contents / HTTP

  • HTTPlug - An HTTP client abstraction without binding to a specific implementation.
  • Saloon (⭐2.4k) - A framework for building beautiful API integrations and SDKs.

Table of Contents / Continuous Integration

  • GitLab CI - A continuous integration platform.

Table of Contents / Documentation

  • Scramble (⭐2k) - Automatically generates OpenAPI documentation from your code without annotations.

Table of Contents / Security

Table of Contents / Code Analysis

Table of Contents / Static Analysis

  • Deptrac (⭐1) - A static analysis tool for enforcing dependency rules between architectural layers.
  • Larastan (⭐6.4k) - A PHPStan wrapper for Laravel that adds static analysis to Laravel projects.
  • Mago (⭐3k) - A toolchain for PHP that aims to improve the developer experience.

Table of Contents / Debugging and Profiling

  • Trap (⭐261) - An extended variable dumper with a web interface and IDE plugin.

Table of Contents / Error Tracking and Monitoring Services

  • Buggregator - A debug server that aggregates var-dumps, profiling data, emails, logs and Sentry events.

Table of Contents / Build Tools

  • PHPacker (⭐411) - A PHAR builder that compiles PHP apps to standalone executables.

Table of Contents / Date and Time

  • PHP RRule (⭐695) - A library for working with recurring dates and times based on the iCalendar RRule spec.

Table of Contents / NoSQL

Table of Contents / JSON

Table of Contents / LLMs

  • Anthropic (⭐46) - A PHP client for the Anthropic API, supporting messages, streaming, tool use, and batch processing.

Table of Contents / PHP Installation

  • Homebrew - A package manager for macOS.

Table of Contents / Development Environment

  • Solo (⭐1.2k) - A terminal application to manage processes for a Laravel application.

Table of Contents / Web Applications

5. Awesome Ada

Specialties

  • gems - Ada Gem Archive.

6. Awesome Math

Geometry and Topology / Topology

7. Awesome Developer First

Misc

  • daily.dev - Personalized developer news feed aggregating from 1000+ tech sources with community discussion. daily.dev

8. Awesome Cli Apps

Files and Directories / Directory Listing

9. Awesome Wpo

Books

Analyzers / Meetups

  • PageGym - Advanced page speed analysis and optimization tool for experienced users and technical SEO professionals.
  • Redirect Checker (⭐0) - Analyze HTTP redirect chains, detect loops, and measure performance impact on page load times.

Real User Monitoring / Meetups

  • Catchpoint Real User Monitoring - RUM for web and native mobile apps with Core Web Vitals, third-party impact, and correlation with synthetic monitoring (OpenTelemetry-based).
  • Atatus - Full-stack observability including RUM, APM, synthetic uptime, session replay, and OpenTelemetry.
  • SpeedCurve - Web performance monitoring combining synthetic testing, RUM, Lighthouse, Core Web Vitals, performance budgets, and competitive benchmarking.
  • Boomerang (Open Source) - Documentation for the Open Source version of Boomerang, which is maintained by Akamai employees with contributions from the OSS community.
  • Akamai mPulse Boomerang - Documentation for the Akamai mPulse version of Boomerang, which includes additions specific to interacting with mPulse.

Benchmark - JavaScript / Meetups

  • JSBench - A modern browser-based JavaScript benchmarking tool for quickly creating and sharing performance tests.
  • JSPerf (⭐1.3k) - jsPerf aims to provide an easy way to create and share test cases, comparing the performance of different JavaScript snippets by running benchmarks. Follow this issue for updates: https://github.com/jsperf/jsperf.com/issues/537

10. Awesome Love2d

AI

11. Awesome Raspberry Pi

OS Images

  • GlowBarn OS (⭐1) - Buildroot-based Linux distribution for paranormal research with EMF sensors, environmental monitoring, web dashboard and automated data logging. Supports Raspberry Pi 4+

Tools

  • Rpi MQTT Monitor (⭐291) - The easiest way to track and control your Raspberry Pi or Ubuntu computer system health and performance in Home Assistant.

Projects

  • HookProbe (⭐23) - AI-native intrusion detection system with eBPF/XDP packet filtering and ML threat classification. Processes 8.8M+ security events on a Pi 5.
  • idle-less (⭐16) - Docker-based nginx reverse proxy that wakes sleeping servers via Wake-on-LAN, ideal for energy-saving Raspberry Pi homelabs.
  • Raspberry Pi Telegram Bot (⭐29) - Remotely control your Raspberry Pi using Telegram, with support for GPIO, system commands, custom modules, and real-time interaction.

12. Awesome Python

WebSocket

  • picows (⭐259) - Fastest WebSocket clients and servers with a frame level interface for the most demanding use-cases.

13. Awesome Mac

Design and Product / Other Tools

  • Lap (⭐331) - Local photo manager for browsing and organizing personal media libraries offline. Open-Source Software Freeware

Utilities / General Tools

  • Cadran - Renders 22 customizable clock faces on your Mac desktop wallpaper and screensaver.

14. Awesome Go

Video

  • manifestor (⭐7) - Zero-dependency library for parsing, filtering, transforming, and building HLS and DASH manifests.

Awesome List Updated on Apr 06, 2026

2026-04-06 11:36:48

1. Awesome Data Engineering

Databases

  • Graph
    • ArcadeDB - Open-source multi-model database with native graph, document, key-value, and vector support. SQL, Cypher, and Gremlin query languages. Apache 2.0 license.
    • Neo4j - The world's leading graph database.
    • OrientDB - 2nd Generation Distributed Graph Database with the flexibility of Documents in one product with an Open Source commercial friendly license.
    • ArangoDB - A distributed free and open-source database with a flexible data model for documents, graphs, and key-values.
    • Titan - A scalable graph database optimized for storing and querying graphs containing hundreds of billions of vertices and edges distributed across a multi-machine cluster.
    • FlockDB (⭐3.3k) - A distributed, fault-tolerant graph database by Twitter. Deprecated.
    • Actionbase (⭐213) - A database for user interactions (likes, views, follows) represented as graphs, with precomputed reads served in real-time.

Data Ingestion

  • DataRaven - Managed cloud object storage transfers for ingestion workflows.
  • Xquik - Real-time X (Twitter) data extraction platform with REST API (76 endpoints), 20 bulk extraction tools, account monitoring, HMAC-signed webhooks, and MCP server for AI agent integration.
  • Arpe.io - High-speed CLI tools for database export, import, replication and migration with parallel streaming to CSV, Parquet, JSON and cloud storage, supporting PostgreSQL, MySQL, Oracle, SQL Server and 80+ sources.
  • Crustdata - A real-time B2B data API for company and people intelligence, providing firmographics, headcount signals, job listings, web traffic, and funding events via REST API and webhooks for data enrichment pipelines.
  • crdt-merge (⭐1) - Conflict-free merge for DataFrames, JSON, ML models & distributed agents — powered by CRDTs.

Batch Processing

  • dna-claude-analysis (⭐25) - Personal genome analysis toolkit with Python scripts analyzing raw DNA data across 17 categories (health risks, ancestry, pharmacogenomics, nutrition, psychology, etc.) and generating a terminal-style single-page HTML visualization.

Workflow

  • Bonnard - Agent-native semantic layer with governed metrics, React SDK, and multi-warehouse support. Connects AI agents and dashboards to a single source of truth.

Datasets / Realtime

  • DexPaprika - Free real-time DEX data via SSE streaming across 34 blockchains. 30M+ pools, 27M+ tokens, ~1 second price updates. No API key, no rate limits. Docs

Datasets / Data Dumps

  • FirstData (⭐144) - The world's most comprehensive authoritative data source knowledge base. 160+ curated sources from governments, international organizations, and research institutions with MCP integration.

Testing / Data Profiler

  • Provero (⭐9) - A vendor-neutral, declarative data quality engine. Define checks in YAML, run anywhere. Includes 16 built-in check types, SQL batch optimizer, anomaly detection, and data contracts.
  • DataScreenIQ - Real-time data quality firewall for pipelines and APIs. Screens rows in milliseconds for schema drift, null spikes, type mismatches, and data anomalies with PASS / WARN / BLOCK decisions.
  • DataDriven - Interview practice with SQL query execution, Python, and data modeling exercises.

Community / Podcasts

  • Latent Space - Technical deep dives on AI engineering, from model training to deployment.
  • Practical AI - Making AI practical, productive, and accessible to everyone.

2. Awesome Datascience

Datasets / Book Deals (Affiliated)

  • ZipCheckup (⭐1) - Free ZIP-level environmental safety data for 42,000+ US ZIP codes: water quality, air quality, PFAS contamination, radon, lead, flood risk, and 11 more verticals. Public REST API, npm/PyPI packages, CC BY 4.0.

3. Urban and Regional Planning Resources

Platforms and Software Resources / AI in Planning Tools and Platforms

  • vLLM - A high-throughput and memory-efficient inference and serving engine for LLMs.

4. Awesome for Beginners

Python

  • BeeWare Briefcase (⭐3.2k) (label: good first issue)
    Turn Python projects into distributable native applications across desktop and mobile platforms.
  • Mem0 (⭐51k) (label: good first issue)
    Mem0 is a memory framework for LLM applications.

5. Awesome Network Analysis

Books / Software-specific

6. Awesome Rest

Querying / Symfony2

  • Postman - Cross-platform API development and testing platform.
  • SoapUI - Cross-platform API testing tool for REST and SOAP APIs.
  • RapidAPI - Full-featured HTTP client for macOS.

Debugging Proxies / Symfony2

  • mitmproxy - Free, open-source interactive HTTPS proxy for debugging API traffic.
  • Charles - HTTP proxy/monitor for inspecting API traffic on Windows, Mac, and Linux.
  • Fiddler - Web debugging proxy tool by Telerik/Progress.

Documentation / Symfony2

  • Stoplight - Design-first API platform with visual OpenAPI editor, documentation, and mocking.

SaaS Tools / Symfony2

  • BlazeMeter - Continuous testing platform for API performance and load testing at scale.
  • Loader.io - Free cloud-based load testing service for APIs.

7. Free for Dev

Email

  • anon.li Alias - Open source, anonymous email alias/forwarding solution with PGP encryption, reply capability, 10 random & 1 custom alias on the free plan with developer API & CLI.

Storage and Media Processing

  • anon.li Drop - Zero-knowledge E2EE file sharing with client-side AES-256-GCM encryption and zero server-side data access. Free uploads for files up to 5GB with max expiry up to 3 days through the website, CLI or API.

8. Awesome Rust

Applications

  • OxideTerm (⭐214) - A cross-platform SSH terminal client and local terminal emulator built with Tauri 2.0 and pure-Rust SSH (russh). Features multiplexed connections, SFTP file manager, built-in IDE (CodeMirror 6), port forwarding (-L/-R/-D), Grace Period auto-reconnect, plugin system, AI assistant, encrypted export (.oxide), and 11 languages. CI

Applications / Blockchain

Applications / Utilities

  • Water-Run/treepp (⭐68) - A Rust-based native Windows tree replacement with diff-level input/output compatibility on successful runs, many more features including essential exclusions and .gitignore support, and several-times faster performance.

Libraries / Data processing

  • DataBora/elusion (⭐133) [elusion] - An end-to-end data engineering DataFrame library built on DataFusion, with connectors for Microsoft Fabric, Azure, SharePoint, FTP, Postgres, MySQL, and REST APIs

9. Awesome Cpp

Multimedia

  • icey (⭐1.4k) - Real-time media stack and lightweight libwebrtc alternative for RTSP ingest, media processing, signaling, TURN, and browser delivery, built in C++20. [LGPL v2.1+]

10. Awesome Fuzzing

Books

Papers / The Network and Distributed System Security Symposium (NDSS)

Papers / IEEE Symposium on Security and Privacy (IEEE S&P)

Papers / USENIX Security

Papers / ACM Conference on Computer and Communications Security (ACM CCS)

Tools / Kernel

  • ACTOR (⭐39) (2023) - An action-guided kernel fuzzing framework that generates inputs leveraging triggered actions and their temporal relationships.
  • NTFuzz (⭐110) (2021) - A type-aware Windows kernel fuzzer that statically analyzes system binaries to infer system call types for more effective fuzzing.
  • KRACE (⭐32) (2020) - A coverage-guided fuzzing framework that detects data races in kernel file systems by exploring concurrency through multi-threaded syscall sequences.
  • Razzer (⭐379) (2019) - A kernel fuzzer that uses static analysis and two-phase fuzzing to detect race conditions and concurrency bugs in Linux kernels.
  • Hydra (⭐173) (2019) - A fuzzing framework for automatically discovering semantic bugs in file systems using input mutators, feedback engines, and customizable checkers.
  • Janus (⭐234) (2019) - A file system fuzzer that finds memory corruptions in Linux kernel file systems by mutating both filesystem images and syscall sequences simultaneously.
  • DIFUZE (⭐384) (2017) - An interface-aware fuzzer for Linux kernel drivers that automatically recovers ioctl interfaces via LLVM analysis and generates targeted test cases.
  • IMF (⭐111) (2017) - A kernel API fuzzer that leverages automated API model inference to discover vulnerabilities in macOS kernel APIs.
  • kAFL (⭐592) (2017) - A hardware-assisted x86-64 VM kernel fuzzing framework with performant VM reloads for finding OS kernel vulnerabilities.
  • syzkaller (⭐6.1k) (2015) - An unsupervised coverage-guided kernel fuzzer supporting FreeBSD, Fuchsia, gVisor, Linux, NetBSD, OpenBSD, and Windows.
  • Trinity (⭐901) (2012) - A Linux system call fuzzer that generates semi-intelligent random arguments to syscalls, including valid file descriptors, flags, and range-biased values.

11. Awesome Neovim

Workflow / Competitive Programming

12. Awesome Go

Version Control

  • gitty (⭐1) - Single-binary Git/GitHub CLI that replaces add→commit→push with one command; human-readable syntax, no external dependencies.

Project Layout

  • go-rest-api-boilerplate (⭐48) - AI-friendly, production-ready Go REST API boilerplate with clean architecture, JWT authentication, RBAC, PostgreSQL, Docker hot-reload, and Swagger documentation.

13. Awesome Wpo

Books

Case studies

Events / Conferences

  • We Love Speed – We Love Speed ​​was born from the desire to share knowledge and experiences in web performance as widely as possible.

Analyzers / Meetups

  • Page Speed - The PageSpeed family of tools is designed to help you optimize the performance of your site. PageSpeed Insights products will help you identify performance best practices that can be applied to your site, and PageSpeed optimization tools can help you automate the process.
  • YSlow for PhantomJS - YSlow for PhantomJS also introduces new output formats for automated test frameworks: TAP (Test Anything Protocol) and JUnit.
  • Yellow Lab Tools - Online quick and easy tool that audits frontend bad practices, reveals performance issues, and profiles JavaScript.
  • Pagelocity - A web performance optimization and analysis tool.
  • Speed Racer (⭐1.9k) - Collect performance metrics for your library/application using Chrome headless.
  • Speedrank - Speedrank monitors the performance of your site in the background. It displays Lighthouse reports over time and delivers recommendations for improvement. Speedrank is a paid product with 14-day-trial.

Analyzers - API / Meetups

  • PSI (⭐3.1k) - PageSpeed Insights for Node.js - with reporting.
  • Pingdom - A tool to get the uptime of your website (with probes from different locations)

Bundle Analyzer / Meetups

Benchmark - JavaScript / Meetups

  • Benchmark.js - A robust benchmarking library that works on nearly all JavaScript platforms, supports high-resolution timers, and returns statistically significant results.

Bookmarklets / Meetups

  • CSS Stress - CSS Stress is a Testing and Performance Profiling.

CDN / Meetups

  • Cloudflare CDN - A content delivery network that uses next-gen tech to deliver fast, reliable, CDN services
  • jQuery - jQuery CDN – Latest Stable Versions, powered by MaxCDN.
  • 🇷🇺 Yandex CDN - Yandex Content Delivery Network hosts popular third-party JavaScript and CSS libraries (best for use in Russia).

CDN - Monitor / Meetups

  • CDNperf - finds you fast and reliable JavaScript CDNs that make your sites snappy and happy.

Extensions / Meetups

Generators / Meetups

Image Optimizers / Meetups

  • Smush it - Smush it uses optimization techniques specific to image format to remove unnecessary bytes from image files. It is a "lossless" tool, which means it optimizes the images without changing their look or visual quality.
  • OptiPNG - OptiPNG is a PNG optimizer that recompresses image files to a smaller size, without losing any information.
  • Imageoptim - Free app that makes images take up less disk space and load faster, without sacrificing quality. It optimizes compression parameters, and removes junk metadata and unnecessary color profiles.
  • Trimage - A cross-platform tool for losslessly optimizing PNG and JPG files.

Loaders / Meetups

  • RequireJS - RequireJS is a JavaScript file and module loader. It is optimized for in-browser use, but it can be used in other JavaScript environments, like Rhino and Node.js.
  • Labjs (⭐2.3k) - is an open-source (MIT license) project supported by Getify Solutions. The core purpose of LABjs is to be an all-purpose, on-demand JavaScript loader, capable of loading any JavaScript resource, from any location, into any page, at any time.

Metrics Monitor / Meetups

  • Dotcom-tools - analyze your website's speed in real browsers from 20 locations worldwide.
  • WebPageTest - Run a free site speed test from multiple locations around the globe using real browsers (IE and Chrome) and at real consumer connection speeds. You can run simple tests or perform advanced testing including multi-step transactions, video capture, content blocking and much more. Your results will provide rich diagnostic information including resource-loading waterfall charts, Page Speed optimization checks and suggestions for improvements.
  • BrowserView Monitoring - Continually checks web page load times in Internet Explorer, Chrome and Firefox from multiple points around the world.
  • DareBoost - Real Browser Monitoring. Offers complete reports about web performance and quality using YSlow, Page Speed and numerous custom tips.

Metrics Monitor - API / Meetups

Minifiers - JS & CSS / Meetups

  • UglifyJS2 (⭐13k) - UglifyJS is a JavaScript parser, minifier, compressor or beautifier toolkit, written in JavaScript.
  • Django-pipeline (⭐1.5k) - Pipeline is an asset packaging library for Django, providing both CSS and JavaScript concatenation and compression, built-in JavaScript template support, and optional data-URI image and font embedding.

Web server Benchmarks / Meetups

  • Apache JMeter - Open source load testing tool: It is a Java platform application.
  • Locust - An open-source load testing tool. Define user behaviour with Python code, and swarm your system with millions of simultaneous users.

Web server Modules / Meetups

  • PageSpeed Module - PageSpeed speeds up your site and reduces page load time. This open-source web server module automatically applies web performance best practices to pages and associated assets (CSS, JavaScript, images) without requiring that you modify your existing content or workflow. PageSpeed is available as a module for Apache 2.x and Nginx 1.x.
  • Web Performance Working Group - The mission of the Web Performance Working Group, part of the Rich Web Client Activity, is to provide methods to measure aspects of application performance of user agent features and APIs.
  • Page Visibility - This specification defines a means for site developers to programmatically determine the current visibility state of the page in order to develop power and CPU-efficient web applications.
  • Resource Timing - This specification defines an interface for web applications to access the complete timing information for resources in a document.
  • User Timing - This specification defines an interface to help web developers measure the performance of their applications by giving them access to high-precision timestamps.
  • Performance Timeline - This specification defines a unified interface to store and retrieve performance metric data. This specification does not cover individual performance metric interfaces.
  • HTTP Archive - It's a permanent repository of web performance information such as size of pages, failed requests, and technologies utilized. This performance information allows us to see trends in how the Web is built and provides a common data set from which to conduct web performance research.

14. Awesome Go

Workflow & Scheduling / Workflow Frameworks

15. Awesome Gemini Cli

Agent Orchestration & CLI Tools

  • clideck (⭐35) - WhatsApp-like dashboard for managing multiple AI coding agents (including Gemini CLI) in one browser window. Live status, session resume, autopilot that routes work between agents while afk, mobile remote to check in from a phone.

Awesome List Updated on Apr 05, 2026

2026-04-05 11:35:11

1. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

  • gitbutler (⭐0) -A plugin for GitButler — CLI aliases, a Git protection shield, and prompt integration for standard OMZ themes and Powerlevel10k.
  • magebox (⭐0) - Adds support for magebox — a modern development environment for Magento 2 and MageOS. Provides aliases, a cache-flush helper, prompt status indicator, and cached tab completion for the magebox CLI.

Completions / superconsole - Windows-only

Themes / superconsole - Windows-only

2. Awesome Godot

Plugins and scripts / Godot 4

  • AnimSheet (⭐23) - Automatically generate AnimationPlayer or AnimatedSprite2D nodes directly from spritesheets within the Godot editor.

3. Awesome Iot

Hardware

  • Rinho Telematics - GPS trackers with native CAN Bus (J1939/FMS), WiFi fallback for offline data download, and BLE 5.0 sensors. Compatible with Traccar and Wialon.

4. Awesome Low Code

Platforms / Low Code Application Platform

  • Tabidoo - Powerful Low Code platform, with mature workflows, rights management and integrations (REST API). Many predefined templates. No charge per user.
  • Iotellect - A low-code IoT platform for building device integration, data collection, and real-time visualization solutions. Supports 50+ industrial protocols (MQTT, OPC UA, Modbus) with drag-and-drop UI builder.
  • TemplateFox - A low code PDF generation platform with a drag-and-drop template editor and a REST API to automate document creation at scale.
  • Rierino - Developer-first low-code platform for building and orchestrating enterprise backend applications, microservices, and APIs with visual flow design, composable architecture, and embedded AI capabilities. Free self-hosted Community Edition available.

Platforms / Intelligent Virtual Agent

  • AnveVoice - No-code AI voice agent for websites with one-line JS embed, supporting 50+ languages and requiring no coding skills.

5. Awesome Cpp

Cryptography

6. Awesome Claude Code

Workflows & Knowledge Guides 🧠 / Teams

  • Harness (⭐1.8k) by revfactory - A meta-skill that designs domain-specific agent teams, defines specialized agents, and generates the skills they use. Resources are in Korean but can produce high-quality English-language output.

7. Awesome Neovim

LSP

Game / Competitive Programming

8. Awesome Cli Apps

Data Manipulation / Processors

9. Awesome Mac

Utilities / Menu Bar Tools

  • FunKey - Keyboard sound tool that adds mechanical-style typing audio. App Store

10. Awesome Go

Hardware

  • moody (⭐3) - Hardware event personality daemon for macOS. Monitors USB, charger, lid, and other hardware events and responds with customizable personalities.

Awesome List Updated on Apr 04, 2026

2026-04-04 11:13:13

1. AwesomeCSV

Tools

  • CSV to SQL - Upload a CSV file, set a table name, and generate SQL inserts instantly.

2. Awesome Readme

Examples

  • aurumz-rgb/ReviewAid (⭐6) - Project banner with academic badges. Features architecture diagrams, AI provider logos, collapsible workflows, and comparison tables.

3. Awesome Agi Cocosci

Science Logology / AI Assisted Research

  • Towards end-to-end automation of AI research - Nature, 2026. [All Versions]. The automation of science is a long-standing ambition in artificial intelligence (AI) research. Although the community has made substantial progress in automating individual components of the scientific process, a system that autonomously navigates the entire research life cycle---from conception to publication---has remained out of reach. This work presents a pipeline for automating the entire scientific process end to end. The authors present The AI Scientist, which creates research ideas, writes code, runs experiments, plots and analyses data, writes the entire scientific manuscript, and performs its own peer review. Its ideas, execution and presentation are of sufficient quality that the manuscript generated by this AI system passed the first round of peer review for a workshop of a top-tier machine learning conference. The workshop had an acceptance rate of 70%. The system leverages modern foundation models within a complex agentic system. The authors evaluate The AI Scientist in two settings: a focused mode using human-provided code templates as an initial scaffold for conducting research on a specific topic and a template-free, open-ended mode that leverages agentic search for wider scientific exploration. Both settings produce diverse ideas and automatically test, report on and evaluate them. This achievement demonstrates the growing capacity of AI for making scientific contributions and signifies a potential paradigm shift in how research is conducted. As with any impactful new technology, there could be important risks, including taxing overwhelmed review systems and adding noise to the scientific literature. However, if developed responsibly, such autonomous systems could greatly accelerate scientific discovery.

4. Awesome Fonts

General

  • Gulim - AI-powered font recommendation engine with mood-based search for Korean and global fonts, cross-script pairing, and CSS code generation

5. Awesome Iot

Software / Frameworks

  • homebridge-blink-security (⭐2) - A Homebridge plugin for integrating Blink cameras, doorbells, and sirens with Apple HomeKit, featuring live streaming, arm/disarm, and motion detection.
  • homebridge-smartrent (⭐2) - A Homebridge plugin for integrating SmartRent locks, thermostats, leak sensors, and switches with Apple HomeKit via real-time WebSocket connection.

6. Awesome Datascience

Tutorials

7. Awesome for Beginners

TypeScript

  • SigNoz (⭐26k) (label: good first issue)
    An Open Source observability platform that monitors your applications and services. It comes with out-of-box charts for key application metrics like p99 latency, error rate, Apdex, and operations per second. You can also monitor the database and external calls made from your application.

8. Awesome Rust

Applications / Productivity

9. Awesome Cpp

Miscellaneous

  • SIMD Everywhere (⭐3k) - Implementations of SIMD instruction sets for systems which don't natively support them. [MIT]

10. Awesome Neovim

AI / Diagnostics

11. Awesome Windows

System Utilities

  • HardwareExporterWindows (⭐1) - Prometheus exporter for Windows hardware metrics using LibreHardwareMonitor, with a ready-to-use Grafana dashboard. Open-Source Software

12. Awesome Cli Apps

AI / Agents

13. Awesome Mac

Utilities / Productivity

  • CurrentKey - Add custom names and icons to Spaces and track app usage time. App Store

14. Awesome Go

Databases Implemented in Go

Financial

  • indicator (⭐836) - Technical analysis library providing financial indicators, strategies, and backtesting framework.

Job Scheduler

  • scheduler (⭐2) - Go-native distributed job scheduler with delayed tasks, batched Redis coordination, retries, lease-based recovery, and versioned queue partitioning.

Networking

  • fibersse (⭐0) - Production-grade Server-Sent Events (SSE) for Fiber v3 with event coalescing, priority lanes, topic wildcards, adaptive throttling, and built-in auth.

Awesome List Updated on Apr 03, 2026

2026-04-03 11:25:22

1. Awesome Sysadmin

Software / Time Servers

  • Chrony - A versatile implementation of the Network Time Protocol (NTP). (Source Code) GPL-2.0 C
  • NTPsec - A secure, hardened, and improved implementation of Network Time Protocol derived from NTP Classic. (Source Code) BSD-2-Clause/Custom C
  • Roughenough (⭐142) - A Roughtime secure time synchronization client and server. MIT/Apache-2.0 Rust
  • Statime (⭐292) - A Precision Time Protocol (PTP) implementation in Rust. MIT/Apache-2.0 Rust

2. Awesome Steam

Node.js / General

Rust / Misc

3. Awesome Osint

Other Resources / GitHub

  • appsec.fyi OSINT Resources - Curated collection of OSINT resources for cybersecurity, including tools, techniques, and writeups.

4. Awesome Smart Tv

Cross-platform tools / Official resources

  • smartest-tv (⭐1) - CLI and MCP server for playing Netflix, YouTube, and Spotify on any smart TV by name. Deep links content across LG, Samsung, Android TV, and Roku — say "Frieren S2E8" and it plays (Python).

5. Awesome Python Data Science

Graph Machine Learning / Others

6. Awesome Datascience

Deep Learning Packages / Visualization Tools

Newsletters / Book Deals (Affiliated)

  • AI Weekly - Curated AI intelligence briefing from industry leaders covering models, funding, policy, and applications. 3x/week since 2017, 40K+ subscribers.

7. Awesome Network Analysis

Professional Groups / Research Groups (Other)

Software / Social, Economic and Political Networks

  • OSoMe - Observatory on Social Media, an interdisciplinary research center at Indiana University, with tools to browse current and past social media posts.

8. Awesome Rust

Libraries / Artificial Intelligence

9. Awesome Mac

Reading and Writing Tools / Note-taking

  • Revu - Local-first spaced repetition app with FSRS scheduling and Anki import. Open-Source Software Native App

Reading and Writing Tools / Ebooks

  • ReadAny - AI-powered e-book reader with semantic search, chat, and note management. Open-Source Software Freeware

Developer Tools / Databases

  • Paul - AI-first PostgreSQL client for getting fast answers from your database with read-only access by default.

Security Tools / Audio Record and Process

  • ClearanceKit - Policy-based file access control tool for protected paths. Open-Source Software Native App
  • Santa - Binary and file access authorization system. Open-Source Software Native App

10. Awesome Go

Standard CLI

  • boa (⭐14) - Declarative flags, env vars, validation, and config files from struct tags. Built on cobra.

Generators

  • go-apispec (⭐4) - Generate OpenAPI 3.1 specs from Go source code via static analysis with automatic framework detection.

Goroutines

  • autopool (⭐4) - Zero-config, auto-scaling worker pool for Go with priority-aware scheduling.

Awesome List Updated on Apr 02, 2026

2026-04-02 11:22:58

1. Awesome Gemini Cli

Interfaces

  • Yaw - Cross-platform terminal that auto-detects Gemini CLI and opens a split-pane workflow with a companion terminal.
  • Termly - Free native iOS and Android app to monitor and control Gemini CLI (and other CLI AI assistants) remotely. Zero-knowledge E2E encryption, pairs in under 60 seconds via QR code. No subscriptions, no usage limits.

Agent Orchestration & CLI Tools

  • Parallel Code (⭐470) - Desktop app for orchestrating multiple AI coding agents (Claude Code, Codex CLI, Gemini CLI) simultaneously in isolated git worktrees.
  • Bernstein (⭐32) - Multi-agent orchestrator that coordinates Gemini CLI alongside Claude Code and Codex CLI. Spawns parallel coding agents from a single goal, verifies with tests, auto-commits. Deterministic Python coordination, zero LLM tokens on orchestration.

Commands & Extensions

  • brooks-lint (⭐10) - AI code reviews grounded in six classic engineering books. Diagnoses decay risks with structured findings (Symptom → Source → Consequence → Remedy).
  • ru-text - Russian text quality — ~1,040 rules for typography, info-style, editorial, UX writing, business correspondence.
  • TokRepo Search Skill (⭐2) - Cross-platform TokRepo skill with Gemini extension files for finding and installing AI assets such as prompts, MCP configs, workflows, and reusable skills.

MCP Servers

  • TokRepo MCP Server (⭐0) - Search and install AI skills, prompts, MCP configs, and workflows from TokRepo from Gemini CLI and other MCP clients.

2. Awesome Mqtt

Rust

  • mqtt5 (⭐40) - Complete async MQTT v5.0 client and broker library for Rust with TCP, TLS, WebSocket, and QUIC support.

3. Awesome Creative Coding

Books

Online Books

  • OGLdev - Collection of modern OpenGL tutorials by Etay Meiri.
  • OpenGLBook - Free OpenGL programming tutorial in online book format.
  • On Generative Algorithms - Notes about generating various organic patterns, with examples and Python code, by Anders Hoff.
  • WebGL Academy - Learn WebGL and 3D algorithmic in a progressive and interactive way.

Courses

Web Programming • Libraries

  • Paper.js - The swiss army knife of vector graphics scripting.

Projection Mapping • VJing

  • MadMapper [Mac] - Video mapping projections and Light mapping.
  • Modul8 [Mac] - Real time video mixing and compositing.
  • Veejay [Linux] - A live performance tool featuring simple non-linear editing and mixing from multiple sources (files, devices, streams...)

Online

  • CodePen - Show case of advanced techniques with editable source code.
  • Cyos - Online shader editor.
  • GlslEditor - Simple WebGL Fragment Shader Editor.
  • LiveCodeLab - Run-as-you-type tool for VJs, musicians, teachers, students, kids.

Other

  • shoebot [Cross-platform] - Shoebot is a creative coding environment designed for making vector graphics and animations with Python.

Articles • Tutorials / Shaders • OpenGL • WebGL

  • OpenGL 4 Shaders - Short and sweet introduction to OpenGL shaders by Anton Gerdelan.
  • WebGL Tutorials - Website with a really good collection of WebGL tutorials.

4. Awesome Mongodb

Libraries / JavaScript

5. Awesome Webgl

Tutorials / Firefox Specific Tools/Debugger

6. Awesome Animal Care

Common Resources for all animals / Books

Common Resources for all animals / Care & Treatment

Common Resources for all animals / Welfare Organizations

  • Brooke India - Branch of Brooke that works directly with equine owners in India to improve the health and working conditions of donkeys and horses.
  • World Animal Protection India - Indian office of WAP, advocating for animal-friendly policies in Indian livestock management and wildlife protection.

Common Resources for all animals / Food Hazards & Poison Control

Cats / Cat Books

Cats / Cat Care & Treatment

Dogs / Dog Books

Dogs / Dog Care & Treatment

Parrots / Parrot Care & Treatment

7. Awesome Transit

GTFS Analysis Tools / Rust

  • GTFS Explorer - Web application to upload, validate and visually explore GTFS feeds, featuring an interactive network map, route and stop inspection, schedule grids, and a network statistics dashboard.

GTFS Based Visualizations / Rust

  • TransitLens - Browser-based GTFS viewer for visualizing routes, stops, and shapes on an interactive map. Includes service calendar analysis, structured data tables, and GeoJSON/KML overlay support. No setup required.

8. Awesome Swift Playgrounds

WWDC Students Submissions

9. Awesome Zig

Fundamentals / Utility

  • midasdf/zt (⭐3) - Ultra-fast, minimal terminal emulator written in Zig with fbdev, X11, Wayland, and macOS backends.

10. Awesome Osint

Maritime / GitHub

  • Phantom Tide (⭐20) - Cross-domain OSINT dashboard combining vessel tracking, airspace activity, official notices, environmental context, and satellite detections for maritime and airspace analysis.

OSINT RSS Feeds / GitHub

  • EUvsDisinfo - Research, analysis, and case studies focused on disinformation narratives and influence operations.
  • Krebs on Security - Investigative reporting on cybercrime, breaches, and threat actors.
  • OSINT Combine Blog - Current OSINT tradecraft, investigations, and monitoring workflows.
  • The Citizen Lab - Research on surveillance, spyware, censorship, and digital threats relevant to advanced OSINT work.
  • Trace Labs Blog - Missing-person OSINT methodology, case support, and investigative workflows.

11. Awesome Lowcode

Flow-based programming

  • KAI-Flow - KAI Flow is a Open Source low-code platform developed for designing and scaling complex AI workflows.

12. Awesome Datascience

Beginner Roadmap

  • Learn Python – Start with basics: variables, loops, functions
  • Learn core libraries – Pandas, NumPy, Matplotlib, Scikit-Learn
  • Practice with beginner projects – Try Titanic survival or house price prediction on Kaggle
  • Learn Math basics – Statistics, Linear Algebra, Probability
  • Move into ML – Supervised learning → Unsupervised → Deep Learning

13. Awesome Rust

Applications / Blockchain

Libraries / Artificial Intelligence

  • juyterman1000/entroly (⭐94) - Information-theoretic Context Engineering Engine that uses reinforcement learning to intelligently prune and select optimal RAG fragments.

Libraries / Cryptography

  • verifyfetch (⭐147) - Streaming file integrity verification using Rust/WASM SHA-256 hashing with constant memory. Resumable downloads for large files in the browser.

Libraries / Text search

14. Awesome Cpp

Math

  • NumKong (⭐1.8k) - SIMD-accelerated distances, dot products, matrix ops, geospatial & geometric kernels for 16 numeric types. [Apache2] (previously named SimSIMD)

15. Awesome Ai in Finance

Traditional Market / Prediction Markets

  • finclaw (⭐38) - AI-native quantitative trading engine with 484 alpha factors, genetic algorithm strategy evolution, walk-forward backtesting and paper trading. Supports A-shares, crypto, and MCP server for AI agent integration.

16. Awesome Go

Finance & Blockchain / Blockchain

17. Awesome Mac

Utilities / Menu Bar Tools

  • NetFluss - Native menu bar app for real-time upload/download speeds and top bandwidth-using apps. Open-Source Software FreewareNative App

18. Awesome Go

Artificial Intelligence

  • AegisFlow (⭐7) - AI gateway for routing, securing, and monitoring LLM traffic across 10+ providers. OpenAI-compatible API, WASM policy plugins, canary rollouts, real-time dashboard.
  • routex (⭐2) - YAML-driven multi-agent AI runtime for Go with Erlang-style supervision, MCP tool server support, and a CLI.

Advanced Console UIs

  • goscaf (⭐18) - goscaf generates opinionated, production-quality Go project boilerplate via an interactive CLI. Stop copy-pasting skeleton code between projects.