Awesome List Updates on Dec 08, 2025

14 awesome lists updated today.

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1. Awesome Go

Machine Learning / Search and Analytic Databases

• jbrukh/bayesian (⭐810) — Naive Bayesian Classification for Golang. ☆811

2. Awesome Polars

Tools Built with Polars / Miscellaneous

• octopolars (⭐1) - Pull, filter, and walk a GitHub user's repositories with Polars by @lmmx.

3. Awesome Agi Cocosci

System 1 & System 2 / Neural-Symbolic AI

• How large language models need symbolism - National Science Review, 2025. [All Versions]. Advances in artificial intelligence (AI), particularly large language models (LLMs), have achieved remarkable success. This progress stems from ‘scaling laws’---performance improves with greater computation, data and model size. However, this paradigm has a crucial vulnerability: scaling laws are effective only when data are abundant. A foundational process for this is the human ability of ‘quotienting’: creating a compact symbolic space from a vast problem space, in a process akin to forming a mathematical quotient space via equivalence classes. The new strategy uses symbols as vessels for compressed human wisdom, creating maps that guide the powerful statistical intuition of LLMs, which is especially critical for tackling complex problems where usable data are, by nature, sparse. The next frontier for AI will not be conquered by scaling alone. The art of symbolization itself—the crafting of powerful abstractions—is therefore the central task ahead. If scaling laws have given models their powerful intuition, it is the art of the symbol that will provide the compass for genuine discovery.

4. Awesome Javascript

Testing Frameworks / Assertion

• Pocket Mocker (⭐299) - In-browser visual network mocking tool, supports fetch/XHR interception.

Data Visualization / Runner

• G6 (⭐12k) - A graph visualization engine.

5. Awesome Analytics

General analytics

• UXWizz - Self-hosted web analytics with heatmaps, session-recordings, A/B tests and more. © Self-Hosted PHP

• Deepnote - Deepnote is a drop-in replacement for Jupyter and an AI-native data workspace for modern data teams. (GitHub (⭐2.3k)) Apache-2.0 © SaaS TypeScript

Analytics dashboards

• Geckoboard - dashboard for key metrics in one place. © SaaS

• Grafana - open source dashboard for displaying metrics.(Grafana dashboard inspiration)

6. Awesome React

React Awesome Components

• markdown-to-jsx - A fast, versatile, and 100% CommonMark + GFM compliant markdown toolchain for React and other renderers.

7. Awesome Newsletters

JavaScript / VueJS

• Weekly Vue News. A weekly newsletter for Vue & Nuxt developers.

Devops / Svelte

• Learn Kubernetes weekly. Curated articles, tutorials, projects and events with a focus on Kubernetes.

Technology in General / Svelte

• mainbranch. A short, no-hype newsletter on software engineering fundamentals, practical features for better code, and platform updates that help ship faster.

8. Awesome Neovim

Command Line / Indent

• nvim-mini/mini.nvim#mini.cmdline (⭐8.4k) - Module of mini.nvim for command line tweaks. Adds autocompletion with customizable delay, autocorrection for words with fixed candidates, and autopeek command range in a floating window.

9. Awesome Playwright

Integrations

• Happo - Catch unexpected visual and accessibility changes and UI bugs.

10. Awesome Rust

Development tools / Workflow Automation

• envio (⭐908) - A Modern And Secure CLI Tool For Managing Environment Variables

Libraries / Data streaming

• wingfoil (⭐83) - Graph based stream processing framework

Libraries / Data structures

• enum-map [enum-map] - An optimized map implementation for enums using an array to store values.

Resources / Web programming

• Rust Security Handbook (⭐171) - A 10-chapter handbook for writing actually secure Rust: type-safety, panic-proofing & more.

11. Open Source Mac Os Apps

🛠️ Utilities (83) / ✏️ Text (11)

• Bye-AppQuit (⭐36) - A minimal native macOS app to quickly view and Bulk kill running processes.

  More

  Languages:

  Links:    

  Website: https://github.com/designsbymuzeer/Bye-Mac-App (⭐36)

  Screenshots:

  

🪟 Window Management (12) / ✏️ Text (11)

• Ice (⭐24k) - Ice is a versatile menu bar manager that goes beyond hiding and showing items to offer a rich set of productivity features.

  More

  Languages:

  Links:    

  Website: https://icemenubar.app/

  Screenshots:

  

12. Awesome Jupyter

Version Control

• jupyterlab-git (⭐1.5k) - Extension for Git integration.

Hosted Notebook Solutions

• Datalore - Jupyter-compatible data science and analytics notebook solution for team collaboration by JetBrains.

Community Resources

• GitHub - Search: Jupyter

• GitHub - Topics: Jupyter, jupyter-kernels, jupyter-notebook, jupyterhub, jupyterlab, jupyterlab-extension

• Stack Overflow - Tags: Jupyter, jupyter-notebook

13. Free for Dev

Issue Tracking and Project Management

• Helploom - Customer support software that offers a live chat on the free forever plan. Simple, lightweight and beautiful. Setup is a simple copy-paste script. Built by a developer.

14. Free Programming Books (English, By Subjects)

Machine Learning

• Practical Deep Learning for Coders - fast.ai

• Next: Dec 07, 2025