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-2.0C
- NTPsec - A secure, hardened, and improved implementation of Network Time Protocol derived from NTP Classic. (Source Code)
BSD-2-ClauseC
- OpenNTPD - A FREE, easy to use implementation of the Network Time Protocol. (Source Code (⭐24))
ISCC
- Roughenough (⭐144) - A Roughtime secure time synchronization client and server.
MIT/Apache-2.0Rust
- Statime (⭐295) - A Precision Time Protocol (PTP) implementation in Rust.
MIT/Apache-2.0Rust
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