Awesome List Updates on Apr 02, 2026

13 awesome lists updated today.

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1. 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.

2. 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 C

• OpenNTPD - A FREE, easy to use implementation of the Network Time Protocol. (Source Code (⭐24)) ISC C

• Roughenough (⭐144) - A Roughtime secure time synchronization client and server. MIT/Apache-2.0 Rust

• Statime (⭐295) - A Precision Time Protocol (PTP) implementation in Rust. MIT/Apache-2.0 Rust

3. Awesome Mongodb

Libraries / JavaScript

• connect-mongo (⭐2k) - MongoDB session store for Connect and Express written in Typescript.

4. Awesome Swift Playgrounds

WWDC Students Submissions

• Latest: 2026 (⭐29)

• Past Editions: 2025 (⭐77), 2024 (⭐5), 2023 (⭐99), 2022 (⭐159), 2021 (⭐183), 2020 (⭐217), 2019 (⭐283), 2018 (⭐265), 2017 (⭐241), 2016 (⭐83), 2015 (⭐132), 2014 (⭐183)

5. Awesome Ai in Finance

Traditional Market / Prediction Markets

• finclaw (⭐3) - 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.

6. 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

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 Cpp

Math

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

8. Awesome Go

Artificial Intelligence

• AegisFlow (⭐9) - AI gateway for routing, securing, and monitoring LLM traffic across 10+ providers. OpenAI-compatible API, WASM policy plugins, canary rollouts, real-time dashboard.

• routex (⭐15) - YAML-driven multi-agent AI runtime for Go with Erlang-style supervision, MCP tool server support, and a CLI.

Advanced Console UIs

• goscaf (⭐22) - goscaf generates opinionated, production-quality Go project boilerplate via an interactive CLI. Stop copy-pasting skeleton code between projects.

Standard CLI

• boa (⭐41) - Declarative flags, env vars, validation, and config files from struct tags. Built on cobra.

9. Awesome Mac

Utilities / Menu Bar Tools

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

10. Awesome Webgl

Tutorials / Firefox Specific Tools/Debugger

• WebGL 2 & GLSL Primer: A Zero-to-Hero, Spaced-Repetition Guide (⭐61) - Grok WebGL2 and GLSL through a sequence of guided lessons, each chunked into atomic Q&A cards, with hands-on projects and solution code integrated throughout.

11. Awesome Osint

Maritime / GitHub

• Phantom Tide (⭐77) - 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.

• Fake News – Inforrm's Blog - Media law and misinformation analysis relevant to disinformation investigations.

• Krebs on Security - Investigative reporting on cybercrime, breaches, and threat actors.

• OSINT Combine Blog - Current OSINT tradecraft, investigations, and monitoring workflows.

• SANS Internet Storm Center Diary (Full Text) - High-signal incident reports, malware observations, and operational security analysis.

• 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.

12. Awesome Rust

Applications / Blockchain

• linera-io/linera-protocol (⭐32k) - A decentralized blockchain infrastructure designed for highly scalable, low-latency Web3 applications

Libraries / Cryptography

• verifyfetch (⭐150) - Streaming file integrity verification using Rust/WASM SHA-256 hashing with constant memory. Resumable downloads for large files in the browser.

13. Awesome Mqtt

Rust

• mqtt5 (⭐45) - Complete async MQTT v5.0 client and broker library for Rust with TCP, TLS, WebSocket, and QUIC support.

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• Next: Apr 01, 2026