Awesome List Updates on Jan 03, 2026
10 awesome lists updated today.
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1. Awesome Agi Cocosci
Domain Specific Language / DSL Program Synthesis
- On the Effectiveness of Large Language Models in Domain-Specific Code Generation - ACM Transactions on Software Engineering and Methodology, 2025. [All Versions]. Large language models (LLMs) such as ChatGPT have shown remarkable capabilities in code generation. Despite significant achievements, they rely on enormous training data to acquire a broad spectrum of open-domain knowledge. Besides, their evaluation revolves around open-domain benchmarks like HumanEval, which primarily consist of programming contests. Therefore, it is hard to fully characterize the intricacies and challenges associated with particular domains (e.g., Web, game, and math). This work conducts an in-depth study of the LLMs in domain-specific code generation. The results demonstrate that LLMs exhibit sub-optimal performance in generating domain-specific code, due to their limited proficiency in utilizing domain-specific libraries. The authors further observe that incorporating API knowledge as prompts can empower LLMs to generate more professional code. Based on these findings, the authors further investigate how to effectively incorporate API knowledge into the code generation process. The authors experiment with three strategies for incorporating domain knowledge, namely, external knowledge inquirer, chain-of-thought prompting, and chain-of-thought fine-tuning. The authors refer to these strategies as a new code generation approach called DomCoder. Experimental results show that all strategies of DomCoder improve the effectiveness of domain-specific code generation under certain settings.
2. Awesome Rust
Development tools / Static analysis
- cargo-coupling (⭐56) - A Rust coupling analysis tool using Vlad Khononov's "Balancing Coupling in Software Design" framework
Libraries / Artificial Intelligence
- Cortex Memory (⭐58) - A complete solution for agent memory, from extraction and vector search to automated optimization, and insights dashboard out-of-the-box.
3. Awesome Graphql
Services / React
- Vedika - Vedic astrology AI API with GraphQL support for horoscopes, birth charts, kundali matching, and 108+ endpoints.
4. Awesome Rest
Design
- Architectural Styles and the Design of Network-based Software Architectures - Roy Fielding's dissertation defining REST
5. Awesome Zsh Plugins
Plugins / superconsole - Windows-only
- git-to-jj (⭐8) - Helps you progressively learn Jujutsu (⭐24k) (aka
jj) porcelain as you usegitcommands.
6. Awesome Testing
Software / API Testing
- Vedika API - Vedic astrology API with free sandbox environment for testing. Includes Postman collection, 108+ endpoints, and AI-powered chatbot API for integration testing.
7. Awesome Computational Biology
Preprocess / Clinical Trial
- FlashDeconv (⭐3) - High-performance spatial transcriptomics deconvolution. Processes 1M spots in ~3 minutes.
- Squidpy - Spatial single cell analysis library in Python.
8. Awesome Wagtail
Apps / Blogging/news
- Puput - Puput is a powerful and simple Django app to manage a blog. It uses the awesome Wagtail CMS as content management system.
- wagtailnews (⭐75) - A plugin for Wagtail that provides news / blogging functionality.
Apps / Rich text editor extensions
- wagtail-readability (⭐16) - Test how readable the content you enter into Wagtail is.
- wagtailmdx (⭐1) - A MDXEditor (⭐3.1k) integration for Wagtail as textfield widget.
Apps / Widgets
- Wagtail HTML Editor (⭐2) - A CodeMirror 6-powered HTML editor for Wagtail with syntax highlighting, Emmet support, and dark mode.
Apps / StreamField
- Wagtail Commonblocks (⭐40) - Common StreamField blocks for Wagtail.
- Wagtail ClearStream (⭐35) - An app to make Wagtail's StreamField more modular.
- Wagtail Code Block (⭐169) - StreamField code blocks for the Wagtail CMS with real-time PrismJS Syntax Highlighting.
Apps / Static site generation
- Wagtail-bakery (⭐193) - A set of helpers for baking your Django Wagtail site out as flat files.
Apps / E-commerce
- wagtailinvoices (⭐34) - A Wagtail module for creating invoices.
- longclaw (⭐401) - A shop template for Wagtail CMS.
Apps / SEO and SMO
- wagtail-metadata (⭐123) - A tool to assist with metadata for social media and search engines.
- wagtail-schema.org (⭐75) - Schema.org JSON-LD tags for Wagtail sites.
- wagtail-meta-preview (⭐37) - Adds ability to get share previews for Facebook, Twitter and Google in the Wagtail admin.
Apps / Customer experience
- Wagtail Personalisation (⭐125) - Personalisation module, enabling editors to create customised pages - or parts of pages - based on segments whose rules are configured directly in the admin interface.
Apps / Media
- Wagtail Image Import (⭐11) - A plugin for importing images from Google Drive.
- Wagtail Makeup (⭐6) - A plugin that replaces all your images with Unsplash images.
- Wagtail Transcription (⭐7) - Provides a field to automatically creates transcriptions from YouTube videos.
Apps / Translations
- wagtailtrans (⭐102) - A Wagtail add-on for supporting multilingual sites.
Apps / Forms
- Wagtail ReCaptcha (⭐62) - wagtail-django-captcha provides an easy way to integrate the django-recaptcha (⭐1k) field when using the Wagtail formbuilder.
- Wagtail JotForm (⭐4) - Embeddable Jotform forms for Wagtail pages.
Apps / Testing
- wagtail-linkchecker (⭐52) - A tool to assist with finding broken links on your Wagtail site.
- Wagtail Accessibility (⭐34) – A plugin to assist with accessibility when developing in Wagtail.
- Wagtail Factories (⭐107) - Factory boy classes for Wagtail.
Apps / Content Management
- Wagtail Themes (⭐108) - Site-specific theme loader for Wagtail.
Apps / Misc
- wagtailmenus (⭐419) - An extension for Torchbox's Wagtail CMS to help you manage and render multi-level navigation and simple flat menus in a consistent, flexible way.
- Wagtail Condensed Inline Panel (⭐84) - Drop-in replacement for Wagtail's InlinePanel suited for large number of inlines (collapsible with drag and drop support).
Tools / Templates & Starter Kits
- Beginner Wagtail Cookiecutter (⭐30) – A super simple implementation of Wagtail CMS.
- Wagtail Pipit (⭐251) – Pipit is a Wagtail boilerplate which aims to provide an easy and modern developer workflow with a React-rendered frontend.
- Wordpress to Wagtail migration kit (⭐56) - Import WordPress blog content from an XML file into Wagtail.
- State Design System (DSFR) starter (⭐59) - Wagtail template and starter kit from the French government.
Tools / Templates (start command)
Resources / Getting started
- Présentation de Wagtail, le dernier CMS Django - Wagtail est un CMS relativement récent dans l’écosystème Django. Pour autant, son jeune âge ne l’empêche pas de posséder de nombreuses fonctionnalités que nous découvrirons dans cet article.
Resources / Articles
- Wagtail Tutorials: Build Blog Step by Step - The tutorials teach you how to create a standard blog from scratch step by step.
- Python CMS Framework Review: Wagtail vs Django-CMS - Talk about the difference between Django-CMS and Wagtail, the two most popular CMS framework in Python world.
- Migrating your Drupal content to Wagtail (archived)
- PythonEatsTail - Complete written and video tutorials to create a Wagtail site with multiple languages, authentication and more
Resources / Presentations
- Wagtail & Agile – Wagtail Space 2017 by Edd Baldry.
- Deploy Wagtail to the Divio Cloud – Wagtail Space 2017 by Daniele Procida.
- All about Wagtail – Wagtail Space 2017 by Robin van der Rijst.
- The Zen of Wagtail – Wagtail Space 2017 by Matt Westcott.
- Plone to Wagtail – Wagtail Space 2017 by Coen van der Kamp.
- Hundreds of Wagtail in Flight – Wagtail Space 2017 by Simon de Haan.
- The State of Wagtail – Wagtail Space 2019 by Tom Dyson.
- Image rotation feature – Wagtail Space 2019 by Chris Adams. Code.
- Debug templates – Wagtail Space 2019 by Coen van der Kamp.
- Wagtail Headless with HATEOAS – Wagtail Space 2019 by Duco Dokter.
- [WIP] The future of (rich text) authoring experiences in Wagtail – Wagtail Space 2019 by Thibaud Colas.
- Wagtail & Whatsapp – Wagtail Space 2019 by Lisa Adams & Codie Roelf.
- Slack2Wagtail – Wagtail Space 2019 by Coen van der Kamp & Lucas Moeskops.
- Wagtail and Oscar – Wagtail Space 2019 by Lars van de Kerkhof.
- wagtail-textract – Wagtail Space 2019 by Kees Hink. Code (⭐34).
- Django 2.2 compatibility – Wagtail Space 2019 by Matt Wescott.
- SEO dashboard – Wagtail Space 2019 by Janneke Janssen. Code (⭐22).
- My First Wagtail Contribution – More formats in RichText Editor – Wagtail Space 2019 by Arifin Ibne Matin.
- Fly, Wagtail, fly! – Wagtail Space 2019 by Daniele Procida.
- Wagtail & GraphQL – Wagtail Space 2019 by Arthur Bayr.
- Wagtail Guide - Wagtail Space US 2022 by Coen van der Kamp.
- Wagtail headless and NextJS frontend - Wagtail Space NL 2022 by Lucas Moeskops.
Resources / Podcasts
- Podcast.__init__ Episode 58 - Wagtail with Tom Dyson - In this episode Tom Dyson explains how Wagtail came to be created, what sets it apart from other options, and when you should implement it for your projects.
Resources / Showcases
- Contributed apps and website code (⭐20k) - A provisional directory of third-party contributed Wagtail websites and apps.
For editors / Lists
- How Do I Wagtail? - Mozilla's editor facing guide for how to use Wagtail's admin interface.
- IoGT Wagtail CMS - User facing documentation for Wagtail by the IoGT (Internet of Good Things).
Open-source sites / Lists
- torchbox.com (⭐7) – Wagtail build of Torchbox.com.
- OpenCanada.org (⭐14) – The opencanada.org website source.
- NHS.UK Content Store (⭐20) – NHS.UK content store and editing app.
- WesternFriend (⭐60) - community website with directory, ecommerce, and online subscription
- Wagtail user guide (⭐33) - A website to teach Wagtail to content editors, moderators and administrators.
9. Static Analysis
Multiple languages / Other
- Rev-dep (⭐35) — Dependency analysis and optimization toolkit for modern JavaScript and TypeScript projects. Trace imports, identify circular dependencies, find unused code, clean node modules.
10. Awesome Machine Learning
C++ / General-Purpose Machine Learning
- Agentic Context Engine (⭐1.6k) -In-context learning framework that allows agents to learn from execution feedback.
- nndeploy (⭐1.7k) - An Easy-to-Use and High-Performance AI deployment framework.
CUDA PTX / Neurosymbolic AI
- Knowledge3D (K3D) (⭐22) - Sovereign GPU-native spatial AI architecture with PTX-first cognitive engine (RPN/TRM reasoning), tri-modal fusion (text/visual/audio), and 3D persistent memory ("Houses"). Features sub-100µs inference, procedural knowledge compression (69:1 ratio), and multi-agent swarm architecture. Zero external dependencies for core inference paths.
Java / General-Purpose Machine Learning
- jSciPy (⭐5) - A Java port of SciPy's signal processing module, offering filters, transformations, and other scientific computing utilities.
JavaScript / General-Purpose Machine Learning
- Catniff (⭐8) - Torch-like deep learning framework for Javascript with support for tensors, autograd, optimizers, and other neural net constructs.
Python / Computer Vision
- Gempix2 - Free production platform for text-to-image generation using Nano Banana V2 model.
Python / Natural Language Processing
- NobodyWho (⭐630) - The simplest way to run an LLM locally. Supports tool calling and grammar constrained sampling.
- VeritasGraph (⭐183) - Enterprise-Grade Graph RAG for Secure, On-Premise AI with Verifiable Attribution.
Python / General-Purpose Machine Learning
- InterpretML (⭐6.8k) - InterpretML implements the Explainable Boosting Machine (EBM), a modern, fully interpretable machine learning model based on Generalized Additive Models (GAMs). This open-source package also provides visualization tools for EBMs, other glass-box models, and black-box explanations.
- Neurolink (⭐101) - Enterprise-grade LLM integration framework for building production-ready AI applications with built-in hallucination prevention, RAG, and MCP support.
Python / Neural Networks
- ANEE (⭐1) - Adaptive Neural Execution Engine for transformers. Per-token sparse inference with dynamic layer skipping, profiler-based gating, and KV-cache-safe compute reduction.
Python / Development Tools
- CodeFlash.AI – CodeFlash.AI – Ship Blazing-Fast Python Code, Every Time.
Rust / Natural Language Processing
- shimmy (⭐3.5k) - Python-free Rust inference server for NLP models with OpenAI API compatibility and hot model swapping.
Tools / Misc
- Deepnote (⭐2.5k) - Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps.
- promptfoo (⭐9.6k) - Open-source LLM evaluation and red teaming framework. Test prompts, models, agents, and RAG pipelines. Run adversarial attacks (jailbreaks, prompt injection) and integrate security testing into CI/CD.
- Agentfield (⭐240) - Open source Kubernetes-style control plane for deploying AI agents as distributed microservices, with built-in service discovery, durable workflows, and observability.
- PraisonAI (⭐5.5k) - Production-ready Multi-AI Agents framework with self-reflection. Fastest agent instantiation (3.77μs), 100+ LLM support via LiteLLM, MCP integration, agentic workflows (route/parallel/loop/repeat), built-in memory, Python & JS SDKs.
- Next: Jan 02, 2026