Awesome List Updates on May 18, 2026

17 awesome lists updated today.

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1. Awesome Agents

Agent-to-Agent Protocols

• LMOS - Eclipse's Language Model Operating System for managing multi-agent deployments at enterprise scale.

Standards and Specifications

• MCP Specification - Anthropic's specification for the Model Context Protocol defining tools, resources, and prompts.

2. Awesome Polars

Polars plugins / Finance

• polars-backtest (⭐9) - Polars extension for high-performance portfolio backtesting with Rust, Arrow, T+1 execution, and trade reports by @Yvictor.

3. Awesome Pixel Art

Tools / Miscellaneous

• PixelArtChallenge - Pixel art recreation challenges, practice solo or compete in real-time 1v1 matches.

4. Awesome Animal Care

Common Resources for all animals / Welfare Organizations

• Rabbit.org - Since 1995, Rabbit.org has been the home of the most trusted rabbit information on the internet. They are dedicated to ending the suffering, abuse, and exploitation of all rabbits.

• Rabbit Welfare Association & Fund (RWAF) - They are UK’s largest organisation for rabbit welfare involved in owner education, campaigning for stronger legislation, and certifying rabbit-friendly veterinary practices.

Rabbits / Rabbit Books

• House Rabbit Handbook: How to Live With an Urban Rabbit - Marinell Harriman - A seminal guide that revolutionized indoor rabbit care by introducing the concept of free-roam, litter-trained companion rabbits.

• On the Hop (Version 6), The RWAF Guide to rabbit care - Rabbit Welfare Association & Fund (RWAF) - Beginner-friendly rabbit care guide by RWAF covers topics like rabbit diet, neutering, preventative health care, grooming, coat care, choosing a vet and managing aggressive behaviour in rabbits.

Rabbits / Rabbit Care & Treatment

• Bunny Care 101 - Pet Health Network - General tips on rabbit care.

• Care Basics - Rabbit.org - Includes diet, grooming, housing, play and littertraining articles for rabbit care.

• Caring For The Elderly Or Senior Rabbit - Lafeber - Discusses signs of an aging rabbit and tips on how to care for them.

• Identifying Rabbit Pain - The Educated Rabbit - Talks about the signs of a sick rabbit along with measuring pain with Grimace Scales as a further reading.

• MediRabbit - The Ultimate Rabbit Medicine Resource on the Net - Comprehensive educational website on rabbit medicine.

• Rabbit Care - My House Rabbit - Rabbit care basics (from diet to housing to bunny proofing) in order to create a safe, loving environment.

Rabbits / Rabbit Behaviour & Training

• How to start training your rabbit - The Bunbrary Blog - Beginner's guide to start rabbit training with a clicker.

• What Rabbit Training Really Is (And Why It Matters) - Badass Bunny Rescuer - Explains intricacies of rabbit training, includes building trust, giving your rabbit agency and low stress target training.

Rabbits / Rabbit Diet & Nutrition

• Ideal Rabbit Diet - The Rabbit Doctors - Ideal rabbit diet based on BSAVA recommendations.

• Rabbit Diet - House Rabbit Resource Network - Articles on what rabbits eat, importance of hay, pellets, fresh foods and treat recipes.

• Rabbit Food Pyramid - San Diego House Rabbit Society - Healthy rabbit diet explained in detail with a food pyramid infographic.

5. Awesome Rust

Applications / Database

• tokio-rs/toasty (⭐2.4k) [toasty] - A cozy, easy ORM for Rust supporting SQL (SQLite, PostgreSQL, MySQL) and DynamoDB with derive macros, type-safe queries, and database-specific feature exposure.

6. Awesome Ansible

Playbooks, Roles and Collections / French

• Linuxfabrik LFOps (⭐77) - An Ansible Collection with 145+ playbooks and 160+ roles to bootstrap and manage Linux infrastructure (RHEL 8/9/10, Debian, Ubuntu). Covers OS hardening, MariaDB, Icinga2, Nextcloud, FreeIPA, KVM and Bitwarden integration.

7. Awesome Neovim

AI / Diagnostics

• ray-x/copilot-agent.nvim (⭐10) - GitHub Copilot agent runtime with native tool execution, session persistence, and fine-grained permissions.

8. Awesome Datascience

Other Awesome Lists / Book Deals (Affiliated)

• ML/AI Interview Prep (⭐0) - 500+ ML/AI interview Q&A with runnable code — covers ML fundamentals, deep learning, NLP, PyTorch, scikit-learn pipelines, and system design

9. Awesome Developer First

Monitoring

• Future AGI - Open-source self-hostable end-to-end LLMOps platform unifying tracing, evals, simulations, datasets, gateway, and guardrails.

10. Awesome Zig

Network & Web / Web Framework

• llllOllOOll/spider (⭐9) - A web framework for Zig with a focus on ergonomics and performance.

11. Awesome Python

Projects / Computer Vision

• ultralytics (⭐57k) - Ultralytics YOLO for object detection, segmentation, pose estimation, and classification with state-of-the-art accuracy and speed.

12. Awesome Hbase

Books / Transactions

• Mathematics of Big Data - The mathematical theory behind wide-column stores such as HBase.

13. Vertx Awesome

Microservices

• GuicedEE - JPMS-first Java platform built on Guice and Vert.x 5 for modular, reactive, enterprise applications. Provides MicroProfile Config, Health, Metrics, OpenAPI, REST, persistence, and more out of the box.

14. Awesome Osint

Browsers / GitHub

• firefox-stealth (⭐14) - C++ source patches that harden Firefox against browser fingerprinting at the engine level (Canvas, WebGL, Audio, Fonts, WebRTC, Timezone). MPL-2.0; build from source or grab the pre-built binary.

Threat Intelligence / GitHub

• VoidAccess (⭐40) - Self-hosted, open-source dark web threat intelligence platform that automates the full OSINT investigation workflow. Supports query refinement, multi-engine Tor search, entity extraction (wallets, CVEs, IPs, actor handles, hashes), relationship graphing, and structured export in STIX 2.1, MISP, Sigma, and CSV. Runs on Docker with free LLMs. MIT licensed.

15. Awesome Artificial Intelligence

📚 Learn / Books

• Build a Large Language Model from Scratch — Transformers in raw PyTorch, layer by layer (Sebastian Raschka).

• Hands-On Large Language Models — Visual + practical guide to LLM applications (Jay Alammar, Maarten Grootendorst).

• LLM Engineer's Handbook — Production LLMOps: fine-tuning, quantization, serving (Labonne, Iusztin).

• The 100-Page Language Models Book — Concise, math-grounded path from n-grams to transformers (Andriy Burkov).

• Deep Learning: Foundations and Concepts — Bishop's 2024 update; probability-grounded modern DL (Bishop & Bishop).

• Understanding Deep Learning — Math + intuition + Python notebooks (Simon Prince).

• Speech and Language Processing (3rd Edition) — The NLP reference, kept current through the deep learning era (Jurafsky, Martin).

📚 Learn / Courses

• Google DeepMind — Introduction to Reinforcement Learning

• Karpathy — Neural Networks: Zero to Hero

🤖 Agents / Coding

• Claude Code — Anthropic's CLI agent; multi-file codebase refactoring with long context.

• Codex CLI (⭐80k) — OpenAI's Rust-based local terminal agent; lightweight and fast.

• Gemini CLI (⭐103k) — Google's official open-source terminal agent; long-context repo exploration.

• Cursor CLI — Cursor's terminal-native agent with sandboxed permissions.

• Aider — Git-integrated pair programming with surgical edits and undo.

• OpenCode — Provider-agnostic terminal harness with a strong TUI.

• OpenHands — Open-source autonomous SWE platform; browser + shell + editor loop.

• Cline (⭐62k) — Open-source agentic IDE extension with strong multi-provider support.

• Continue — Open-source IDE + CLI assistant with source-controlled rules.

• Goose — Block's extensible, MCP-driven local agent.

• Factory Droid — Benchmark-leading multi-model harness with BYOK local execution.

• Amp — Sourcegraph's commercial agentic coding tool with strong product UX.

• Mistral Vibe — Mistral's agentic coding CLI, powered by Devstral.

• Qwen Code (⭐24k) — Alibaba's terminal coding agent, optimized for Qwen models.

• Pi — Highly customizable terminal harness; minimal base prompt, extension-driven.

• Nanocoder (⭐1.9k) — Private, local-first agent for Ollama and LM Studio.

• Kilo CLI — Multi-mode agent with a unified gateway to 500+ models.

🧠 Models / 💬 Language

• Grok — Best for real-time information via X and very long context.

• Llama — Best open-weight family for self-hosting and fine-tuning.

• Kimi — Best for long-context instruction following.

• GLM — Frontier-tier Chinese model with open weights.

🧠 Models / 🖼 Image

• GPT Image — OpenAI's integrated image generation with near-perfect text rendering.

🧠 Models / 🎥 Video

• Google Veo — High-quality video with synchronized audio.

🧠 Models / 📊 Compare

• OpenRouter — Unified API + live pricing across ~300 models.

• LMArena — Human-preference Elo rankings for text, image, and video.

• Artificial Analysis — Speed, price, and quality benchmarks across providers.

16. Awesome Go

Configuration

• go-external-config (⭐1) - Spring-inspired configuration management library for Go.

• go-external-config/aws (⭐0) - AWS property source support for go-external-config.

• go-external-config/consul (⭐0) - Consul property source support for go-external-config.

• go-external-config/vault (⭐0) - Vault property source support for go-external-config.

Error Handling

• go-errr (⭐1) - Error handling library with Catch/Recover semantics, wrapped error chains, and stack traces for Go.

Dependency Injection

• go-beans (⭐0) - Spring-inspired dependency injection and application lifecycle framework for Go.

Utilities

• Go-Constant (⭐0) - Generic typed constant sets with safe string parsing for Go's missing enum type.

17. Awesome Docker

Official Projects

• Moby (⭐72k)

• Docker Hub

• Docker Compose (⭐37k) - Define and run multi-container applications with Docker.

• Docker Registry (⭐10k) - The Docker toolset to pack, ship, store, and deliver content

Engine & Runtime

• colima (⭐29k) - Container runtimes on macOS (and Linux) with minimal setup.

• containerd (⭐21k) - An open and reliable container runtime.

• gVisor (⭐18k) - Application Kernel for Containers.

• runc (⭐13k) - CLI tool for spawning and running containers according to the OCI specification.

• youki (⭐7.4k) - Container runtime written in Rust, implementing the OCI runtime specification.

Building Images / Builder

• apko (⭐1.6k) - Declarative OCI image builder from apk packages; reproducible by design.

• buildx (⭐4.4k) - Official Docker CLI plugin for multi-platform builds backed by BuildKit.

• earthly (⭐12k) - Containerized build automation with Dockerfile-meets-Makefile syntax.

• ko (⭐8.4k) - Build and deploy Go applications as container images without a Dockerfile.

• nix2container (⭐842) - Build OCI images with Nix without docker load round-trips.

• Production-Ready Python Containers - 💴 A template for creating production-ready Docker images for Python applications.

Building Images / Base Images

• Chainguard Images (⭐668) - Minimal, signed, SBOM-attested container images built on Wolfi.

• melange (⭐598) - Build apk packages from declarative YAML for use with apko.

• Wolfi (⭐1.2k) - Undistro Linux designed for containers; glibc-based, signed, daily SBOMs.

Building Images / Dockerfile

• Trsuted Builds - Trusted Automated Docker Builds. Dockerfile Project maintains a central repository of Dockerfile for various popular open source software services runnable on a Docker container.

Image Lifecycle / Registry

• Amazon Elastic Container Registry - 💴 Amazon Elastic Container Registry (ECR) is a fully-managed Docker container registry that makes it easy for developers to store, manage, and deploy Docker container images.

• Azure Container Registry - 💴 Manage a Docker private registry as a first-class Azure resource.

• Cloudsmith - 💴 A fully managed package management SaaS, with first-class support for public and private Docker registries (and many others, incl. Helm charts for the Kubernetes ecosystem). Has a generous free-tier and is also completely free for open-source.

• Container Registry Service - 💴 Harbor based Container Management Solution as a Service for teams and organizations. Free tier offers 1 GB storage for private repositories.

• Cycle.io - 💴 Bare-metal container hosting.

• DigitalOcean - 💴 DigitalOcean Container Registry.

• GCP Artifact Registry - 💴 Fast, private Docker image storage on Google Cloud Platform.

• JFrog Artifactory - 💴 Artifact Repository Manager, can be used as private Docker Registry as well.

• kontain.me (⭐240) - On-demand container image registry that builds and serves images when they are pulled.

• Quay.io - 💴 Secure hosting for private Docker repositories.

Image Lifecycle / Registry CLI

• crane (⭐3.9k) - Lightweight CLI to manipulate registry images, from go-containerregistry.

• go-containerregistry (⭐3.9k) - Go library and CLI tools (crane, gcrane, registry) for working with container registries.

• oras (⭐2.2k) - Push and pull arbitrary OCI artifacts to and from any OCI registry.

• regctl (⭐1.8k) - Daemonless registry client; copy, inspect, modify, and sign OCI images.

Image Lifecycle / Image Scanning & SBOM

• Docker Scout (⭐445) - Official Docker CLI for SBOM generation, vulnerability analysis, and policy evaluation.

Image Lifecycle / Supply Chain

• cosign (⭐5.9k) - Container signing, verification, and transparency log for OCI artifacts.

• in-toto (⭐999) - Framework for supply chain attestations; underpins SLSA and cosign provenance.

• policy-controller (⭐172) - Kubernetes admission controller enforcing cosign signatures on container images.

• witness (⭐530) - Generate and verify in-toto attestations across the build pipeline.

Running Containers / Deployment & Platforms

• Cloud Run Compose - 💴 Deploy docker-compose.yaml files directly to Google Cloud Run as a managed service.

Security / Reverse Proxy

• docker-socket-proxy (⭐2.5k) - HAProxy-based fine-grained filter for the Docker API socket; widely used to expose a restricted socket to reverse proxies and homelab stacks.

Developer Workflow / CI/CD

• Buddy - 💴 The best of Git, build & deployment tools combined into one powerful tool that supercharged our development.

• CodeFresh - 💴 End-to-end build, test, and share for Docker applications, with automated testing.

• Depot - 💴 Build Docker images fast, in the cloud. Blazing fast compute, automatic intelligent caching, and zero configuration.

• Screwdriver - 💴 Yahoo's OpenSource buildplatform designed for Continous Delivery.

In-Container Tooling / Wrappers

• cdebug (⭐1.6k) - Swiss-army knife for debugging running containers via ephemeral sidecars; works with Docker, containerd, and Kubernetes.

Where to Start / Wrappers

• Benefits of using Docker for development and delivery, with a practical roadmap for adoption.

• Bootstrapping Microservices - A practical and project-based guide to building applications with microservices, starts by building a Docker image for a single microservice and publishing it to a private container registry, finishes by deploying a complete microservices application to a production Kubernetes cluster.

• Docker Curriculum (⭐6k): A comprehensive tutorial for getting started with Docker. Teaches how to use Docker and deploy dockerized apps on AWS with Elastic Beanstalk and Elastic Container Service.

• Docker Documentation: the official documentation.

• Docker for beginners (⭐85): A tutorial for beginners who need to learn the basics of Docker—from "Hello world!" to basic interactions with containers, with simple explanations of the underlying concepts.

• Docker for novices An introduction to Docker for developers and testers who have never used it. (Video 1h40, recorded linux.conf.au 2019 — Christchurch, New Zealand)

• Docker katas (⭐289) A series of labs that will take you from "Hello Docker" to deploying a containerized web application to a server.

• Docker simplified in 55 seconds: An animated high-level introduction to Docker. Think of it as a visual tl;dr that makes it easier to dive into more complex learning materials.

• Docker Training - 💴

• Dockerlings (⭐888): Learn docker from inside your terminal, with a modern TUI and bite sized exercises.

• Introduction à Docker A dedicated section to master Docker on a French site about DevSecOps: From the basics to best practices, including optimizing, securing your containers...

• Learn Docker (⭐243): step-by-step tutorial and more resources (video, articles, cheat sheets)

• Learn Docker (Visually) - A beginner-focused high-level overview of all the major components of Docker and how they fit together. Lots of high-quality images, examples, and resources.

• Play With Docker: PWD is a great way to get started with Docker from beginner to advanced users. Docker runs directly in your browser.

• Practical Guide about Docker Commands in Spanish (⭐256) This Spanish guide contains the use of basic docker commands with real life examples.

• Setting Python Development Environment with VScode and Docker (⭐951): A step-by-step tutorial for setting up a dockerized Python development environment with VScode, Docker, and the Dev Container extension.

• The Docker Handbook An open-source book that teaches you the fundamentals, best practices and some intermediate Docker functionalities. The book is hosted on fhsinchy/the-docker-handbook (⭐869) and the projects are hosted on fhsinchy/docker-handbook-projects (⭐1.4k) repository.

• eon01 (⭐3.9k)

• dimonomid (⭐198) (PDF)

• JensPiegsa (⭐22)

• wsargent (⭐23k) (Most popular)

Where to Start (Windows) / Wrappers

• Docker on Windows behind a firewall

• Docker Reference Architecture: Modernizing Traditional .NET Framework Applications - You will learn to identify the types of .NET Framework applications that are good candidates for containerization, the "lift-and-shift" approach to containerization.

• Docker with Microsoft SQL 2016 + ASP.NET Demonstration running ASP.NET and SQL Server workloads in Docker

• Exploring ASP.NET Core with Docker in both Linux and Windows Containers Running ASP.NET Core apps in Linux and Windows containers, using Docker for Windows

• Running a Legacy ASP.NET App in a Windows Container Steps for Dockerizing a legacy ASP.NET app and running as a Windows container

• Windows Containers and Docker: The 101 - A 20-minute overview, using Docker to run PowerShell, ASP.NET Core and ASP.NET apps.

• Windows Containers Quick Start Overview of Windows containers, drilling down to Quick Starts for Windows 10 and Windows Server 2016

• Next: May 17, 2026