Awesome List Updates on Mar 01, 2026

16 awesome lists updated today.

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1. Awesome Ai

AI Coding Agents / Claude Code

• ruvnet/ruflo (⭐17k) — Agent orchestration for Claude ☆16,601

2. Awesome Go

Databases / NoSQL Database Drivers

• Kamva/mgm (⭐764) — Mongo Go Models (mgm) is a fast and simple MongoDB ODM for Go (based on official Mongo Go Driver) ☆764

3. Awesome Testing

Software / API Testing

• Spiderhash - Webhook debugging and request inspection tool for testing callback payloads, headers, and delivery behavior.

Software / UI & End-to-End Testing

• TestDino - A Playwright‑focused test reporting and analytics platform that centralizes CI runs, classifies failures, and uses AI insights to help teams debug faster and ship more reliable releases.

Software / Accessibility & Usability Testing

• RatedWithAI - AI-powered website accessibility scanner that checks for ADA and WCAG 2.2 compliance with instant actionable audits.

• WAVE - Suite of evaluation tools that helps authors make their web content more accessible to individuals with disabilities.

4. Awesome Mac

Input Methods / Audio Record and Process

• LangSwitcher (⭐2) - Open-source keyboard layout text converter. Select text typed in wrong layout, press ⇧⇧ and it's instantly converted. Supports EN/RU/DE/FR/ES.

5. ALL About RSS

universally from / multiple sources

• NebulaPicker (⭐1)

6. Free for Dev

Security and PKI

• Smart Grow Vault — Secure Enterprise-grade platform for managing environment variables and secrets. Free tier includes up to 3 applications and 150 secrets per project.

Log Management

• Smart Grow Logs — Centralized log management platform with end-to-end encryption, real-time alerts, and multi-platform SDKs. Free tier includes up to 3.000 logs per day.

Email

• Waitlio — Waitlist management software for product launches. Create branded waitlist pages, collect and verify email subscribers, manage signups with tags and analytics. Free plan includes 100 subscribers/month, 1 waitlist, and API access.

Storage and Media Processing

• QRtracer – Free QR code generator with built-in scan analytics, bulk generation & brand customisation, focused on reliability without any ads.

7. Awesome Ci

• Name: gitlab-ci-local (⭐3.7k)

  Description: Run your GitLab CI/CD pipelines locally instead of pushing to test your .gitlab-ci.yml

  Features: Docker and shell executor, variable expansion, includes, caching, artifacts, services, parallel jobs

  Supported repositories: GitLab

  Documentation: Documentation (⭐3.7k)

  Price: Open Source (⭐3.7k) (MIT)

  Stars:

8. Awesome Cl

YAML

• yamson (⭐4) - Fast YAML and JSON parsers for Common Lisp (not yet emitters). Apache2.0.

9. Awesome Go

Artificial Intelligence

• langgraphgo (⭐203) - A Go library for building stateful, multi-actor applications with LLMs, built on the concept of LangGraph，with a lot of builtin Agent architectures.

Authentication and Authorization

• authgate (⭐26) - A lightweight OAuth 2.0 Authorization Server supporting Device Authorization Grant (RFC 8628), Authorization Code Flow with PKCE (RFC 6749 + RFC 7636), and Client Credentials Grant for machine-to-machine authentication.

• go-jwt (⭐1) - A JWT (JSON Web Token) library for Go.

Bot Building

• TG (⭐45) - Telegram Bot Framework for Go.

Miscellaneous Data Structures and Algorithms

• FSM (⭐17) - FSM for Go.

Date and Time

• go-date-fns (⭐3) - A comprehensive date utility library for Go, inspired by date-fns, with 140+ pure and immutable functions.

Functional

• g (⭐49) - Functional programming framework for Go.

Logging

• caarlos0/log (⭐61) - Colorful CLI logger.

Machine Learning

• born (⭐44) - Deep learning framework inspired by Burn (Rust), with autograd, type-safe tensors, and zero-CGO GPU acceleration.

Networking

• cdns (⭐3) - Change DNS servers effortlessly via terminal.

Performance

• otelinji (⭐26) - OpenTelemetry auto-instrumentation tool for adding spans to functions.

Science and Data Analysis

• hdf5 (⭐21) - Pure Go implementation of the HDF5 file format for scientific data storage and exchange.

• insyra (⭐51) - Data analysis library with statistics, visualization, Parquet support, and Python integration.

• matlab (⭐8) - Pure Go library for reading and writing MATLAB .mat files (v5-v7.3) without CGO.

• MatProInterface.go (⭐2) - MatProInterface.go is an open source package for defining mathematical programs (e.g., convex optimization problems) in Go.

Testing Frameworks

• should (⭐36) - Testing library with zero dependencies, detailed struct diffs and human-readable error messages.

Regular Expressions

• coregex (⭐125) - Production regex engine with Rust regex-crate architecture: multi-engine DFA/NFA, SIMD prefilters, drop-in stdlib replacement.

Go Tools / Libraries for creating HTTP middlewares

• lensm (⭐3.6k) - Go assembly and source viewer.

DevOps Tools / Libraries for creating HTTP middlewares

• colima (⭐27k) - Container runtimes on macOS (and Linux) with minimal setup.

• kubefwd (⭐4.1k) - Bulk Kubernetes port forwarding with unique IPs per service for local development.

Other Software / Libraries for creating HTTP middlewares

• Backrest (⭐5.5k) - Web-based UI and orchestrator for restic backup.

10. Awesome Rust

Applications / Web

• shouya/rss-funnel (⭐146) - A modular RSS processing pipeline system.

11. Awesome Integration

Projects / API Management

• Gravitee.io API Management (⭐385) (⭐385) - A lightweight, open-source platform offering flexible API governance, robust security, and straightforward configuration.

• WSO2 API Manager (⭐969) (⭐969) - A fully open-source API platform offering robust governance, flexible deployment, and community-driven innovation.

Projects / API Documentation

• OpenAPI Explorer (⭐342) (⭐342) - Creates intuitive, interactive user interfaces from OpenAPI specs, simplifying API exploration and testing.

• Zudoku (⭐460) (⭐460) - A customizable framework built on OpenAPI, focused on delivering exceptional developer experiences through quality documentation.

Projects / API Gateway

• Gloo Edge (⭐151) (⭐151) - An Envoy Proxy–based gateway offering advanced traffic control, enhanced security, and observability for microservices ecosystems.

Projects / Business Rules Engine

• OpenL Tablets (⭐190) (⭐190) - Flexible open-source decision management system that simplifies defining and executing business rules and decision tables.

• ZEN Engine (⭐1.6k) (⭐1.6k) - 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

• Estuary Flow (⭐884) (⭐884) - Versatile, scalable platform that provides both real-time and batch data integration for ETL and ELT pipelines.

Projects / Data Mapping Solution

• AtlasMap (⭐210) (⭐210) - Interactive web-based tool that simplifies mapping across Java, XML, CSV, and JSON data sources with an intuitive interface.

Projects / Integration Frameworks

• Frank!Framework (⭐157) (⭐157) - Low-code Java messaging framework that simplifies system connectivity and data integration through configurable XML setups.

Projects / Message Broker

• Centrifugo (⭐10k) (⭐10k) - Scalable real-time messaging server that minimizes delay in delivering events to online users.

• LavinMQ (⭐867) (⭐867) - High-performance message queue server implementing AMQP 0-9-1 and MQTT protocols, built with Crystal for exceptional throughput and minimal resource usage.

Projects / Self-Service Integration

• n8n (⭐176k) (⭐177k) - Open-source workflow automation tool with 400+ connectors, giving you full control over your data and integrations.

Projects / Workflow Engine

• Flowable (⭐9.1k) (⭐9.1k) - Compact, efficient set of open-source engines for automating and scaling enterprise workflows.

Resources / API Specification

• AsyncAPI (⭐5.1k) (⭐5.1k) - An essential tool for developing Event-Driven Architectures (EDA) and enables engineers to build a better tooling ecosystem.

Resources / Data Formats

• YAML (⭐453) (⭐453) - 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 / Protocols

• OpenMessaging (⭐287) (⭐287) - A cloud native, vendor-neutral open specification for distributed messaging.

12. Awesome Rtc

Server Software / Media Servers

• LiveKit - Open-source WebRTC infrastructure for building scalable real-time audio and video applications.

13. Awesome Bioinformatics

Command Line Utilities

• grepq (⭐58) - Fast FASTQ filtering by matching reads against one or more regex patterns.

Sequence Alignment / Pairwise

• BWA-FastAlign (⭐18) - BWA-MEM drop-in replacement: 2-3x faster, 2-5x cheaper, 100% identical output on standard CPUs. [ paper-2026 ]

Variant Prediction/Annotation / Structural variant callers

• ANNOVAR - An annotation tool for genetic variants, predicting effects on genes, transcripts, and regulatory elements, which allows for custom database integration. [ paper-2010 | web ]

14. Urban and Regional Planning Resources

Planning Data Specifications / Transportation

• GATIS - A data specification for active transportation infrastructure that is supported by the National Collaboration on Bicycle, Pedestrian, and Accessibility Infrastructure Data (NC-BPAID).

15. Awesome Neovim

Fuzzy Finder / Assembly

• dtormoen/neural-open.nvim (⭐24) - Intelligent snacks.nvim picker that teaches a neural network to rank files by what you're most likely to open next.

Colorscheme / Assembly

• taigrr/cyberpunk.nvim (⭐1) - [TS][LSP][Lua] Dark neon colorscheme with green, cyan, yellow, and red highlights on a black background.

16. Awesome Cli Apps

Other Resources / Emoji

• awesome-cli-apps-in-a-csv (⭐2.3k) - Extensive list of cli apps.

• Next: Feb 28, 2026