Awesome List Updates on Nov 01, 2026
16 awesome lists updated today.
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1. Awesome Testing
Software / AI & LLM Testing
- Bite (⭐1) - Open-source CLI that checks whether recent "fixed" commits are really guarded by tests: it takes each fix back out and runs the project's own tests to see if any fail. Free mode needs no API key.
Software / Service Virtualization
- ghostwire (⭐0) - Open-source Linux tool that mocks ping, TCP connections, UDP errors and DNS per target address, with delay, jitter, loss and faults controllable live through an HTTP API; no proxy to point your program at, no root needed under
exec.
Software / Accessibility & Usability Testing
- Persqo - Runs AI personas (different ages, devices and patience levels) through a live web app in a real browser and returns ranked issues with screenshots and severity, plus ready-to-paste fix prompts for your coding agent. 3 free test sessions, no card; paid plans from $59/month.
2. Android Security Awesome
Tools / Dynamic Analysis Tools
- Lab-RATS-v1.6 (⭐86) - A lightweight Java-based Android Remote Administration Tool featuring a modern web interface for remote device interaction and administrative testing.
Tools / Misc Tools
- WPAForge (⭐143) - Wi-Fi audit tool for rooted Android that builds candidates from the target SSID and hints and verifies each one against a real association; includes WPS PIN and split-halving attacks, LAN recon and offline
.cap/.hc22000checks.
3. Awesome Rust
Applications / Games
- RafaelGoulartB/Heronite (⭐62) - A native game launcher for Linux and Windows built with GPUI: Steam, Epic Games, GOG, Amazon Games, emulators and more in one library, with play time stats and a console mode
4. Awesome Integration
Projects / AI Gateway
- agentgateway (⭐5.8k) (⭐5.4k) - An open-source data plane for agentic AI connectivity, providing security, observability, and governance for agent-to-tool (MCP) and agent-to-agent (A2A) communication.
- Bifrost (⭐9.2k) (⭐9.3k) - A high-performance AI gateway written in Go that unifies more than 20 model providers behind a single OpenAI-compatible API, with failover, load balancing, semantic caching, and governance.
- Envoy AI Gateway (⭐2.3k) (⭐2.3k) - An open-source gateway built on Envoy Proxy to manage request traffic from application clients to GenAI services with unified API access and usage limits.
- IBM ContextForge (⭐4.7k) (⭐4.7k) - An AI gateway, registry, and proxy that federates MCP, A2A, and REST services behind a single endpoint with governance and observability.
- LiteLLM (⭐62k) (⭐62k) - An LLM gateway that exposes 100+ model providers through a unified OpenAI-compatible API, with spend tracking, fallbacks, and rate limiting.
Projects / API Design
- Zally (⭐945) (⭐946) - Ensure the quality of your OpenAPI specs with this linter tool that provides extensive analysis and feedback.
Projects / API Documentation
- Zudoku (⭐613) (⭐606) - A customizable framework built on OpenAPI, focused on delivering exceptional developer experiences through quality documentation.
Projects / API Gateway
- Apache ShenYu (⭐8.9k) (⭐8.9k) - A Java-native gateway excelling in protocol conversion, service proxying, and comprehensive API governance.
- Envoy Gateway (⭐3.1k) (⭐3.1k) - CNCF Envoy-based gateway with Gateway API, mTLS, JWT, and other built-ins.
- KrakenD API Gateway (⭐2.7k) (⭐2.7k) - An ultra-high performance gateway with efficient middleware configuration, robust security, and seamless scaling.
Projects / API Management
- Gravitee.io API Management (⭐466) (⭐461) - A lightweight, open-source platform offering flexible API governance, robust security, and straightforward configuration.
Projects / B2B Integration
- phase4 (⭐246) (⭐245) - Embeddable, lightweight Java library implementing the AS4 messaging protocol, including the Peppol and CEF/eDelivery profiles.
Projects / Business Rules Engine
- OpenL Tablets (⭐210) (⭐208) - Flexible open-source decision management system that simplifies defining and executing business rules and decision tables.
- ZEN Engine (⭐2.1k) (⭐2.1k) - A cross-platform, open-source Business Rules Engine written in Rust that executes JSON Decision Models through interconnected graphs of decision tables, functions, and expressions.
Projects / Data Integration
- Conduit (⭐618) (⭐617) - Lightweight data integration tool written in Go that streams data between systems using built-in or standalone connectors, with Kafka Connect compatibility.
- dlt (⭐6k) (⭐6k) - Open-source Python library for building data pipelines as code, with schema evolution and incremental loading out of the box.
- Estuary Flow (⭐986) (⭐983) - Versatile, scalable platform that provides both real-time and batch data integration for ETL and ELT pipelines.
- Sling (⭐919) (⭐917) - Fast ELT command-line tool and Go library for moving data between databases, files, and cloud storage across a wide set of connectors.
Projects / Data Mapping Solution
- Kaoto (⭐131) (⭐130) - Visual data mapper for Apache Camel with a drag-and-drop interface supporting XML, JSON, CSV, and XSLT transformations. Successor to AtlasMap.
Projects / Enterprise Service Bus
- WSO2 Integrator: MI (⭐288) (⭐265) - The configuration-driven integration runtime of the WSO2 Integrator platform, supporting enterprise integration patterns in centralised and containerised deployments.
Projects / Integration Frameworks
- Wolverine (⭐2.4k) (⭐2.4k) - Low-ceremony messaging and command-bus framework for .NET with built-in durable messaging and transports like RabbitMQ and Kafka.
Projects / Integration Platform as a Service
- Camel K (⭐935) (⭐934) - Lightweight Kubernetes-native integration platform built on Apache Camel that runs integration routes directly on Kubernetes and OpenShift as cloud-native serverless services.
Projects / Message Broker
- Apache Iggy (⭐5.2k) (⭐5.2k) - Persistent message streaming platform written in Rust, supporting QUIC, TCP, and HTTP transports with high throughput and low latency.
Projects / Robotic Process Automation
- OpenRPA (⭐3.1k) (⭐3.1k) - Enterprise-grade, open-source robotic process automation suite.
Projects / Schema Registry
- Apicurio Registry (⭐948) (⭐944) - Open-source registry for API designs and schemas, supporting Avro, Protobuf, JSON Schema, OpenAPI, and AsyncAPI artifacts with configurable compatibility rules.
- Karapace (⭐641) (⭐640) - Open-source, drop-in replacement for Confluent Schema Registry and the Kafka REST API.
Projects / Self-Service Integration
- n8n (⭐209k) (⭐208k) - Open-source workflow automation tool with 400+ connectors, giving you full control over your data and integrations.
Projects / Stream Processing
- Apache Beam (⭐8.7k) (⭐8.7k) - Unified programming model for batch and streaming pipelines, portable across runners such as Flink, Spark, and Google Cloud Dataflow.
Projects / Workflow Engine
- Inngest (⭐6k) (⭐6k) - Event-driven durable execution platform that runs reliable step functions inside your existing services.
- Kestra (⭐30k) (⭐30k) - Event-driven declarative orchestrator with workflows defined in YAML and hundreds of plugins for data and infrastructure automation.
- LittleHorse (⭐401) (⭐400) - High-throughput, low-latency microservice orchestration engine built on Kafka Streams, with SDKs in multiple languages.
- Restate (⭐4.6k) (⭐4.6k) - Durable execution engine for building resilient workflows, event-driven services, and stateful handlers as plain code.
- Temporal (⭐24k) (⭐24k) - Open-source workflow-as-code platform designed for building reliable, scalable, and fault-tolerant applications.
Resources / API Specification
- Arazzo Specification (⭐488) (⭐482) - A standard, programming language-agnostic representation for describing sequences of API calls (workflows) and their dependencies.
- TypeSpec (⭐5.9k) (⭐5.9k) - A highly extensible language for describing API data shapes and protocols, capable of compiling to OpenAPI, JSON Schema, Protobuf, and other formats.
Resources / Data Formats
- YAML (⭐506) (⭐504) - A human-friendly and easy-to-read data serialization format that is widely used for configuration files and data exchange. It supports rich data types and is compatible with most programming languages.
Resources / Structure and Validation
- JSON Schema (⭐5.2k) (⭐5.2k) - A powerful tool for validating the structure of JSON data. JSON Schema enables developers to ensure that JSON data conforms to a specific structure, making it easier to process and manipulate.
5. Awesome Mac
Reading and Writing Tools / Text Editors
- NeatEditor (⭐3) - Fast, native macOS plain-text editor for distraction-free writing.
Developer Tools / Developer Utilities
- SpawnSweep (⭐1) - Menu bar app that shows the dev servers, simulators and build data AI coding agents leave running, and cleans up with a preview first.
AI Tools / Other Tools
- Corral (⭐2) - Native macOS and iPhone client to follow and reply to Claude Code, Codex, OpenCode, and Cursor sessions with split panes.
Audio and Video Tools / File Sharing
- Mac TV - Open-source Apple TV-style home screen for streaming apps, with a phone remote and a local movie player.
Utilities / Clipboard Tools
- NeatPaste (⭐1) - Clean, lightweight native clipboard manager for macOS.
Utilities / Menu Bar Tools
- HandySwitch (⭐1) - Lightweight menu bar toggles for dark mode, prevent sleep, and scroll direction.
- MacResourceMonitor (⭐1) - Menu bar CPU monitor to see which process is eating CPU and terminate it directly.
- Netty - Open-source menu bar dot that shows whether the internet really answers, with latency, jitter, packet loss and speed tests.
6. Awesome Acg
Uncategorized
- HairDeck (⭐389) - Animation-Ready Stylized Hair Cards from a Single Image. [English/中文/日本語]
7. ALL About RSS
Turn YouTube into Podcast / Crypto or Blockchain relevant
- PigeonPod : Convert YouTube channels and playlists into podcast feeds
8. Awesome Fonts
Free fonts / Fonts
- Geist - Sans, Serif, Mono and Pixel font family from Vercel's Geist Design System
9. Awesome Iot
Software / Miscellaneous
- Home Automation Cookbook - Free, tested smart home automation recipes with steps for Hubitat, SmartThings, Alexa, and Home Assistant.
10. Magictools
Graphics / Assets/Placeholders
- 🆓 3DTexel - 1,600+ handmade CC0 assets: seamless PBR materials (incl. stylized), HDRIs, decals, 3D models and IES lights. A free account may be required for some downloads.
11. Awesome Neovim
Colorscheme / Markdown and LaTeX
- kryptamine/gruber-darker-renaissance (⭐10) -
[TS][LSP][Lua]A dark, minimal colorscheme based on Gruber Darker.
12. Awesome Zsh Plugins
Plugins / superconsole - Windows-only
- claude-code (⭐16) - Adds
askandexplaincommands plus Ctrl+X (rewrite a natural-language request into a command, in place) and Alt+E (explain the typed command) widgets, built on the Claude Code CLI with tools and MCP servers disabled.
13. Awesome Tensorflow Js
📖 Learn / 🤩 Powered by TensorFlow.js
- Enjoying The Show - Real-time audience emotion tracking for speakers. Each audience member's webcam runs face-api in the browser and only the dominant expression is sent to the speaker's live chart. [repo (⭐41)] [talk]
14. Awesome Datascience
Tools
- ai-evaluation (⭐128) - Open-source LLM and agent evaluation framework with 50+ metrics, LLM-as-Judge augmentation, and guardrail scanners (jailbreak, PII, prompt-injection). Useful for scoring RAG outputs, agent trajectories, and function-calling behavior in data-science workflows.
Research & Knowledge Retrieval
- BGPT MCP - MCP server that gives AI agents access to a database of scientific papers built from raw experimental data extracted from full-text studies. Returns 25+ structured fields per paper including methods, results, sample sizes, and quality scores.
Workflow
- sim - Sim Studio's interface is a lightweight, intuitive way to quickly build and deploy LLMs that connect with your favorite tools.
Tutorials
Free Courses
- Convex Optimization - Convex Optimization (basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory...)
- ML Observability Fundamentals - Learn how to monitor and root-cause production ML issues.
- Prompt Engineering for Vision Models - Learn to prompt cutting-edge computer vision models with natural language, coordinate points, bounding boxes, segmentation masks, and even other images in this free course from DeepLearning.AI.
- Data Science Course By IBM - Free resources and learn what data science is and how it’s used in different industries.
MOOC's
- Google Advanced Data Analytics Certificate – Professional courses in data analysis, statistics, and machine learning fundamentals.
Colleges
Comparison / Modern Data Mining Algorithms
General Machine Learning Packages / Deep Learning architectures
- me_fasttext (⭐1) - Memory-efficient FastText variant with exact trie n-gram IDs, structure-aware row sharing, and mmap serving for large-vocabulary NLP.
Deep Learning Packages / PyTorch Ecosystem
Deep Learning Packages / TensorFlow Ecosystem
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
- Advances in Evolutionary Algorithms - Free Download
- Genetic Programming: New Approaches and Successful Applications - Free Download
- Evolutionary Algorithms - Free Download
- Genetic Algorithms and Evolutionary Computation - Free Download
Journals, Publications and Magazines / Book Deals (Affiliated)
- Maxim AI. Tool for AI Agent Simulation, Evaluation & Observability.
Newsletters / Book Deals (Affiliated)
- DiamantAI. Practical AI engineering and generative AI explained simply: RAG, agents, and LLM application patterns for builders.
Bloggers / Book Deals (Affiliated)
- Wes McKinney - Wes McKinney Archives.
- Harvard Data Science - Thoughts on Statistical Computing and Visualization
- Sebastian's Blog - Blog for NLP and transfer learning!
Podcasts / Book Deals (Affiliated)
YouTube Videos & Channels / Book Deals (Affiliated)
Data Science Competitions / Book Deals (Affiliated)
Datasets / Book Deals (Affiliated)
- ADS-B Exchange - Specific datasets for aircraft and Automatic Dependent Surveillance-Broadcast (ADS-B) sources.
- data.gov - The home of the U.S. Government's open data
- enigma.com - Navigate the world of public data - Quickly search and analyze billions of public records published by governments, companies and organizations.
- US Truck-Involved Fatal Crashes (FARS) 2018-2024 - Filtered subset of NHTSA Fatality Analysis Reporting System covering 33,898 fatal crashes involving medium and heavy commercial trucks across all 50 US states, 2018-2024. Includes interactive Vision Zero Report Card comparing 19 cities, reproducible Python pipeline on GitHub (⭐2), and HuggingFace mirror. Permanent DOI, CC BY 4.0.
- Open Data Philly Connecting people with data for Philadelphia
- UC Irvine Machine Learning Repository - contains data sets good for machine learning
- Movebank - Free platform archiving 6B+ animal movement records from GPS and satellite telemetry. Open REST API, useful for spatiotemporal modeling and trajectory ML.
Other Awesome Lists / Book Deals (Affiliated)
- Awesome Python Math Packages (⭐18) - A curated list of Python packages for mathematics, from linear algebra and optimization to statistics and topology.
15. Free Programming Books (English, By Subjects)
Artificial Intelligence
- PyLLM: Build your own GPT from scratch in Python - Rob Cox (HTML)
Compiler Design
- Pebble: Build your own programming language and compiler in Python - Rob Cox (HTML)
Database
- PyDB: Build your own SQL database in Python - Rob Cox (HTML)
Networking / Mathematics For Computer Science
- PyNet: Build your own networking library in Python - Rob Cox (HTML)
Operating Systems / Mathematics For Computer Science
- PyOS: Build your own operating system in Python - Rob Cox (HTML)
16. Awesome Gemini Cli
Commands & Extensions
- Kin (⭐1) - Gemini CLI extension for Kin: use your accounts from Gemini CLI, even two of one service, each with its own rule per action (Allow, Ask me or Block), through Kin's hosted MCP server. Install:
gemini extensions install https://github.com/kinlab-ai/kin-plugin.
- Next: Oct 31, 2026