Awesome List Updates on Jan 12 - Jan 18, 2026

36 awesome lists updated this week.

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1. Awesome Web Archiving

Community Resources / Discord

• Common Crawl Foundation

Community Resources / Twitter

• @commoncrawl - Official Common Crawl Foundation handle.

2. Awesome LaTeX

Online editors

• Modern LaTeX Editor (⭐5) - Online editor, no-signup hybrid code editor + visual editor that mixes Notion/Google docs/Microsoft Word-like editing with raw LaTeX code blocks.

3. Awesome Readme

Examples

• GyulyVGC/sniffnet (⭐32k) - Project banner, custom badges and horizontal rules, concise one-line description, informative screenshots, tabular download section with links, features bullet list, acknowledgements section, footer with social icons and links.

4. Awesome Quant

Julia / FrameWorks

• CcyConv.jl (⭐25) - Currency conversion library for Julia

• OnlinePortfolioAnalytics.jl (⭐12) - A Julia quantitative portfolio analytics (risk / performance) via online algorithms.

CPP / Data Visualization

• OrderMatchingEngine (⭐85) - A production-grade, lock-free, high-frequency trading matching engine achieving 150M+ orders/sec.

5. Awesome Computational Biology

Preprocess / Clinical Trial

• ChatSpatial (⭐4) - MCP server enabling spatial transcriptomics analysis via natural language.

Drug Response Prediction / Foundation models

• scFoundation (⭐382) - A large-scale pretrained foundation model for single-cell gene expression data, enabling multiple downstream analysis tasks.

• scGPT (⭐1.4k) - A transformer-based foundation model pretrained on millions of single-cell profiles to support various single-cell analysis tasks.

• BulkFormer (⭐37) - A foundation model pretrained on large-scale bulk RNA-seq data to learn general transcriptomic representations for downstream analysis tasks.

6. Static Analysis

Other / Other

• Dockle ⚠️ — Container Image Linter for Security helping build the Best-Practice Docker Image. Scans Docker images for security vulnerabilities and CIS Benchmark compliance. Checks for secrets, credential exposure, and security best practices. Provides multiple severity levels (FATAL, WARN, INFO) and supports various output formats for CI/CD integration.

7. Awesome Rust

Applications / Database

• QuillSQL (⭐160) - An educational Rust relational database (RDBMS) inspired by CMU 15445

Applications / Security tools

• SystemVll/TAuth (⭐137) - An easy and user friendly 2FA & Credentials manager, for your PC.

8. Awesome Translations

Platforms / Localization and translation platforms

• LRM (⭐33) - Self-hosted CLI/TUI localization manager supporting .resx and JSON (i18next) with multiple translation providers including free options.

9. Awesome Audio Visualization

Experiments

• • Multitrack Audio Visualizer (⭐0) - A real-time audio/music visualizer that displays multi-track waveforms with customizable colors and can export high-quality MP4/H.265 videos.

• Tap tempo and metronome with sound effects - A metronome with customizable sound effects, capable of calculating bpm with just a click, and also supports synchronization with your MIDI device.

• osci-render (⭐600) - Software for making music by visualising objects, images, and Blender scenes on an oscilloscope using audio.

10. Awesome Terraform

Community Modules / Miscellaneous

• nis2shield/infrastructure (⭐1) - Terraform modules for automated NIS2 compliance and secure infrastructure deployment.

Providers / Community providers

• terraform-provider-multipass (⭐3) - Terraform provider for Multipass.

11. Awesome Gemini Cli

🎉 New

• Conductor (⭐1.3k) - Conductor is a Gemini CLI extension that allows you to specify, plan, and implement software features.

Documentation & Examples

• Gemini CLI Tips by Addy Osmani (⭐2.1k) - ~30 pro-tips for effectively using Gemini CLI for agentic coding.

12. Awesome Mac

Productivity / Task Management

• super-productivity/super-productivity (⭐17k) — Todo list with time tracking ☆16,825

13. Awesome Windows

Application Launchers

• Raycast - A highly extensible, keyboard-driven productivity launcher and command palette designed for efficiency

Audio

• Ableton Live - Fluid software for music creation and performance.

• FL Studio - Complete digital audio workstation (DAW) for composing, arranging, recording, and mastering.

Game Stores

• Hydra Launcher - A game launcher that allows you to download, play, track your stats and manage your games all in one place.

Graphics

• Affinity - Unified creative suite for photo editing, vector design, and desktop publishing

IDEs

• JetBrains IDEs - Professional suite of developer tools (CLion, DataGrip, DataSpell, GoLand, IntelliJ IDEA, PhpStorm, PyCharm, Rider, RubyMine, Rust Rover, WebStorm).

Local AI

• LM Studio - Discover, download, and run local LLMs with a user-friendly interface.

• Ollama - Get up and running with large language models locally via command line.

Note-taking

• Anytype - A privacy focused offline encrypted Notion alternative with P2P syncing on local networks.

• Logseq - Privacy-first, open-source knowledge base that works on top of local plain-text Markdown and Org-mode files.

• Notion - All-in-one workspace for notes, project management, documents, and collaboration.

• Obsidian - A powerful knowledge base on top of a local folder of plain text Markdown files.

System Utilities

• CrunchyCleaner (⭐2) - A lightweight, software cache cleanup tool for Windows & Linux.

14. Awesome Chatgpt Prompts

Want to deploy your own private prompt library for your team? / Manual Setup

• Authentication — Configure GitHub, Google, Apple, Azure AD, or email/password login

• Features — Enable/disable private prompts, categories, tags, comments, AI search, AI generation, MCP

15. Awesome Agi Cocosci

Domain Specific Language / Design Theory

• Building Domain-Specific Machine Learning Workflows: A Conceptual Framework for the State of the Practice - ACM Transactions on Software Engineering and Methodology, 2024. [All Versions]. Domain experts are increasingly employing machine learning to solve their domain-specific problems. This article presents to software engineering researchers the six key challenges that a domain expert faces in addressing their problem with a computational workflow, and the underlying executable implementation. These challenges arise out of the proposed conceptual framework which presents the “route” of transformations that a domain expert may choose to take while developing their solution.

16. Awesome Osint

Email Search / Email Check / GitHub

• Blacklist Checker - Blacklist Checker is anemail blacklist checker, monitor and API that checks 100+ blacklists in seconds

• IntelBase - Forensics platform focused on reverse email lookup and email data enrichment.

17. Awesome Playwright

Language Support

• playwright-rust (⭐15) - Playwright port for Rust.

Showcases

• playwright-examples (⭐100) - Various testing scenarios with Playwright.

18. Awesome Agriculture

Data Standardization, Interoperability and APIs

• Botanica (⭐10) - Production-ready Rust crate for professional botanical data management with taxonomic hierarchy, cultivation tracking, and Darwin Core compliance.

• Fiware AgriFood - Open Source data standards and IoT framework that help connect farm systems and enable practical smart farming and agrifood solutions—part of the larger Fiware.org project.

Farm Management Systems and Record Keeping

• GrowGood) - GrowGood is an open-source farm management platform using open standards like ValueFlows and JSON-LD to help track and share interoperable data across agricultural operations and marketplaces.

IoT, Hardware / Shapefiles

• Smart Farming Thingsboard (⭐5) - a demo smart farming project using ThingsBoard to collect sensor data and display it on real-time agricultural dashboards.

19. Awesome Transit

GTFS Data Collection and Maintenance Tools / Rust

• Data-Tools Server (⭐54) - Server for IBI's GTFS data management platform.

• Gtfs Data Manager (⭐24) and GTFS Editor (⭐136).)

• Uttu (⭐6) - Back-end for Nplan, a simple timetable editor.

Agency Tools / General GIS Applications for making transit visualizations

• Remix by Via - A webapp that lets transit agencies easily plan routes.

20. Awesome Graphql

PubSub / React

• graphql-ably-pubsub (⭐7) - Ably PubSub implementation for GraphQL to publish mutation updates and subscribe to the result through a subscription query.

Tools - Security / React

• Vulert - Vulert secures software by detecting vulnerabilities in open-source dependencies—without accessing your code. It supports Js, PHP, Java, Python, and more

21. Awesome Electronics

Videos / Help

• Analog Circuit Design - Analog Circuit Design by Prof. Ali Hajimiri, Caltech.

22. Awesome Playcanvas

3D Gaussian Splatting / YouTube Playables

• vid2scene - Transform 2D video into immersive 3D scenes.

23. Awesome Love2d

3D

• Lovox (⭐51) - Pseudo-3D library for working with voxels.

Animation

• animx (⭐33) - A featureful Animation library for loading animations from XML files!.

• SYSL-Text (⭐113) - Text animation and automatic wrapping library based on tags.

Drawing

• Artal (⭐42) - A .PSD parsing library for LÖVE.

• center (⭐17) - A simple module to dynamically align and fit content to screens of any size.

• SYSL-Pixel (⭐35) - Pixel art focused scaler for graphics, position, screen-captures and shaders.

Entity

• Concord (⭐297) - A feature-complete ECS library.

Helpers

• clove (⭐32) - A helper library which allows you to quickly loads huge amount of assets.

• iffy (⭐26) - A SpriteSheet and Tileset helper library for LÖVE.

Math

• vector.lua (⭐60) - A simple vector library based on the PVector class from processing.

Physics

• loveblobs (⭐1) - A softbody library with support for both dynamic and static arbitrary softbodies.

Testing

• busted (⭐1.6k) - Simple unit-testing framework with customizable assertions.

• Luassert (⭐238) - Extends assert() with additional, customizable tests.

UI

• FlexLöve (⭐3) - A fully featured GUI library, supporting flexbox/grid/absolute layouts, both immediate and retained mode, 9patch theming and advanced event support.

• GOOi (⭐233) - Android-oriented GUI library.

• ProdUI (⭐7) - A user interface library for the LÖVE Framework.

• Badar 🌕 (⭐40) - Simple custom UI syntax for easy components compositions.

Utilities

• hex2color (⭐10) - A single function to use HEX color values.

• Ini Parser (⭐17) - General purpose ini configuration parser.

• love-pe (⭐19) - A tool made in LÖVE for changing LÖVE icon itself.

IDEs

• Brackets - A modern, open source text editor by Adobe (obsolete).
  • Lua Syntax Highlighter (⭐4) - Add Lua syntax highlighting in Brackets.
  • LÖVE Hints for Brackets.io - Provides LÖVE code hints.
  • Run LÖVE (⭐4) - Launch LÖVE projects with a hotkey.

• Vim - A highly configurable text editor built to make creating and changing any kind of text very efficient.
  • Vim LOVE Docs (⭐58) - Syntax highlighting for Vim.

• Love2D WebIDE - Completely web based IDE for writing Love2D games.

24. Awesome Data Engineering

Testing / Data Profiler

• Snowflake Emulator (⭐4) - A Snowflake-compatible emulator for local development and testing.

25. Awesome Polars

Polars plugins / Import / Export

• polars-redis (⭐1) - Polars IO plugin for Redis - scan hashes, JSON, and other data types as LazyFrames with projection pushdown and RediSearch support by @joshrotenberg.

• excelsior (⭐4) - High-performance library for modifying Excel files with Polars.

Polars plugins / Validation

• daffy (⭐25) - Decorator-first DataFrame contracts/validation (columns/dtypes/constraints) at function boundaries. Supports Polars/Pandas/PyArrow/Modin by @vertti.

26. Awesome Zig

Tools / Text Editors

• zed-extensions/Zig (⭐50) - Zig extension for Zed editor.

Tools / Package and Version Manager

• Getzig (⭐9) - An idea for a Zig version manager along the lines of gradle wrapper.

Compilers and Interpreters / Linker

• Fun (⭐2) - A statically-typed language that transpiles to C, combining safety and performance with C's efficiency.

FFI Bindings / Zigged Project

• FFmpeg (⭐271) - Library FFmpeg with the build system replaced by Zig.

Scientific Computation / Linear Algebra

• ziglibs/zlm (⭐256) - Zig linear mathematics.

• omaraaa/VecFns (⭐28) - Automatic Vector Math Functions In Zig.

• Laremere/alg (⭐32) - Algebra for Zig.

• BanchouBoo/algae (⭐7) - Zig math library focused on game development.

• JungerBoyo/zmath (⭐2) - Simple linear algebra library written in Zig.

• pblischak/zprob (⭐17) - A Zig Library for Probability Distributions.

Machine Learning / Machine Learning Framework

• ggml-zig (⭐15) - A replacement for ggml: Tensor library for machine learning (⭐14k) written in Zig.

• rockcarry/ffcnn (⭐83) - A cnn neural network inference framework, written in 600 lines C language.

• xboot/libonnx (⭐642) - A lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.

• kraiskil/onnx2c (⭐344) - Open Neural Network Exchange to C compiler. Onnx2c is a ONNX to C compiler. It will read an ONNX file, and generate C code to be included in your project. Onnx2c's target is "Tiny ML", meaning running the inference on microcontrollers.

• candrewlee14/zgml (⭐10) - Tensor library for machine learning, inspired by ggml.

• maihd/zten (⭐7) - Tensor library for Zig, based on ggml.

• andrewCodeDev/ZEIN (⭐58) - Zig-based implementation of tensors.

• recursiveGecko/onnxruntime.zig (⭐28) - Experimental Zig wrapper for ONNX Runtime with examples (Silero VAD, NSNet2).

• zml - A machine learning framework.

• Zigrad (⭐168) - A deep learning framework built on an autograd engine with high level abstractions and low level control. Trains neural networks 2.5x faster than PyTorch on Apple Silicon and 1.5x faster on CPU.

• SilasMarvin/dnns from scratch in Zig (⭐79) - A very simple implementation of deep neural networks written in the Zig programming language.

Machine Learning / Large Language Model

• llama.cpp (⭐92k) - Inference of LLaMA (⭐59k) model in pure C/C++.

• cgbur/LLaMa2.zig (⭐203) - Inference LLaMA 2 in one file of pure Zig.

• clebert/LLaMa2.zig (⭐48) - Inference LLaMA 2 in pure Zig.

• renerocksai/gpt4all.zig (⭐97) - Zig build for a terminal-based chat client for an assistant-style large language model with ~800k GPT-3.5-Turbo Generations based on LLaMa.

• EugenHotaj/zig_gpt2 (⭐39) - Neural Network Inference Engine in Zig. GPT2 inference engine written in Zig. The inference engine can run NanoGPT (⭐51k).

• CogitatorTech/zigformer (⭐41) - ZigFormer is an transformer-based LLM implemented in pure Zig.

Web Framework / Large Language Model

• im-ng/zero (⭐9) - Simple and opinionated web framework written in Zig and aims to make microservices development in Zig easier.

Web3 Framework / Large Language Model

• ch4r10t33r/hash-zig (⭐46) - A pure Zig implementation of hash based signatures inspired from the rust implementation.

Graphics Library / Large Language Model

• MasterQ32/Zig-OpenGL (⭐120) - OpenGL binding generator based on the OpenGL registry.

27. Awesome Javascript

Data Visualization / Runner

• Infographic (⭐2.8k) - A next-generation declarative infographic visualization engine.

28. Free for Dev

CI and CD

• RunMyJob - Run GitHub Actions and GitLab CI pipelines smarter with real-time scaling Spike Instances. Free tier includes 400 vCPU-minutes, 800 GB-minutes, and 10 concurrent jobs with high-performance runners (12 vCPU and 32 GB RAM per job).

Testing

• kogiQA — A web UI automation tool that functions without the need for selectors. Every developer gets 500 actions per month for free.

PaaS

• Railway - Deploy anything with git-based deployments, automatic CI/CD, and built-in databases. Free tier includes $5 of credits each month

Domain

• DigitalPlat — Free subdomains.

29. Awesome Broadcasting

SCTE-35

• threefive (⭐13) - SCTE-35 Parser and Encoder for MPEGTS.

30. Awesome Neovim

Programming Languages Support / YAML

• cuducos.me/yaml.nvim - Utils to work with YAML files.

Media / Cursorline

• ricmonmol/nvim-music-player (⭐4) - A simple music player powered by mpv, written in Python, including a Telescope browser.

Motion / GitLab

• cosmicbuffalo/eyeliner.nvim (⭐2) - Highlight jump destinations for f/t motions.

31. Awesome Db Tools

IDE

• Database Workbench - Complete IDE for database design, development and testing for Oracle, SQL Server, PostgreSQL, MySQL, MariaDB, Firebird, InterBase, SQLite and NexusDB.

Backup / Samples

• Databasus (⭐4k) - Tool for scheduled PostgreSQL backups via web UI with external storages (local, S3, FTP, Google Drive, etc.), notifications (webhook, Discord, Slack, etc.) and team management.

• pg_probackup (⭐770) - A backup and recovery manager for PostgreSQL.

32. Awesome Postgres

Contents / Backups

• Databasus - tool for scheduled PostgreSQL backups via web UI with external storages (local, S3, FTP, Google Drive, etc.), notifications (webhook, Discord, Slack, etc.) and team management.

Contents / Extensions

• PostgreSQL Anonymizer - An extension to mask or replace personally identifiable information (PII) or commercially sensitive data from a Postgres database, through PG Security Labels.

33. Awesome Ai in Finance

Data Sources / Alternative Data

• Pizzint - Pentagon Pizza Index (PizzINT) is a real-time Pentagon pizza tracker that visualizes unusual activity at Pentagon-area pizzerias. It highlights a signal that has historically aligned with late-night, high-tempo operations and breaking news.

34. Awesome Langchain

Tools / Services

• far-search-tool (⭐1): LangChain tool for semantic search over Federal Acquisition Regulations (FAR). Enables AI agents to query U.S. government contracting rules and compliance requirements.

Learn / Notebooks

• Learn LangChain (JS) (⭐3) – A structured, example-driven LangChain JS learning repository covering prompts, chains, tools, embeddings, RAG, agents, Puppeteer scraping, and LangGraph-based multi-agent workflows.

35. Awesome Cli Apps

Development / Devops

• s3m (⭐47) - Stream of data into S3 buckets.

36. Awesome Cakephp

AI Tools

• Crustum/OpenRouter plugin (⭐0) - Integration with OpenRouter service for unified LLM access, supporting multiple AI models with chat completions, streaming, tool calling, and web search.

Asset Management

• CakeVite plugin (⭐0) - A fully-featured Vite plugin (spiritual successor of brandcom/cakephp-vite (⭐22)).

Miscellaneous

• AttributeRegistry plugin (⭐2) - A powerful CakePHP plugin for discovering, caching, and querying PHP 8 attributes across your application and plugins.

Queue

• Crustum/Temporal plugin (⭐0) - Workflow orchestration plugin for durable execution, reliable background jobs, and long-running processes with automatic retries.

• Next: Jan 05 - Jan 11, 2026