Awesome List Updates on Aug 26 - Sep 01, 2024

44 awesome lists updated this week.

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1. Awesome Computational Biology

Databases / Compound

• ZINC ligand discovery database - Free database of commercially-available compounds for virtual screening.

• MoleculeNet - Benchmark for molecular machine learning.

• Ames Mutagenicity dataset - Dataset for predicting mutagenicity.

• ADCdb - Database for antibody-drug conjugates.

Databases / Protein

• RCSB Protein Data Bank (PDB) - Repository of 3D structural data of large biological molecules.

• Critical Assessment of Structure Prediction (CASP) - Experiment for advancing the methods of predicting protein structure from sequence.

• Uniclust - Collection of clustered protein sequence databases.

• CATH database - Hierarchical classification of protein domain structures.

Databases / Genome

• 10x Genomics Dataset - Collection of single-cell datasets.

• The Genotype-Tissue Expression (GTEx) - Resource for studying human gene expression and regulation.

• Dependency Map (DepMap) - Genome-wide CRISPR-Cas9 screens in cancer cell lines.

• Catalogue Of Somatic Mutations In Cancer (COSMIC) - Comprehensive resource for exploring somatic mutations in human cancers.

• MGnify - Free resource for archiving, analysis, and browsing of metagenomic and metatranscriptomic data.

• JASPAR - Open-access database of curated, non-redundant transcription factor binding profiles.

Databases / Clinical Trial

• ClinicalTrials.gov - Database of privately and publicly funded clinical studies.

• ICD10 - International Classification of Diseases, 10th revision.

• EU Drug Regulating Authorities Clinical Trials DB (EudraCT) - European database of clinical trials.

• MIMIC-IV - Freely accessible critical care database.

2. Awesome Cmake

Examples / Templates

• SeeMake (⭐2) - A feature-packed, ready-to-use CMake template with testing, static and dynamic checks, coverage reports, and more. [MIT]

3. Static Analysis

Multiple languages / Other

• Codety ©️ — Codety Scanner is a comprehensive source code scanner that embeds 5000+ static code analysis rules, which aim to detect code issues for 20+ programming languages and IaC tools.

4. Awesome Osint

Other Tools / Telegram

• DNSservices (⭐17) - Discover embedded services in a domain's DNS records within seconds

• Sintelix - Sintelix is an open source intelligence (OSINT) and graphical link analysis tool for gathering and connecting information for investigative tasks.

5. Awesome Elixir

Testing

• efx (⭐75) - A library to declaratively write asynchronously testable effects.

6. Awesome Typescript

Standalone apps / Playground

• 🐙 Nostream (⭐723) - A Nostr Relay written in TypeScript

7. Awesome Geek Podcasts

In English

• Adventures in DevOps - Come listen to experts in building infrastructure and enabling development and deployment processes discuss the ideas and technologies involved in DevOps.

• APIs over IPAs - A podcast about how to build an API-first business.

8. Awesome Ios Books

Interview

• Cracking the iOS Interview by Swift Anytime

9. Awesome Product Management

Articles / Obsidian

• My product is my garden - By Herman Martinus.

• The Product-Minded Software Engineer - By Gergely Orosz.

• How We Got Our First 2,000 Users Doing Things That Don’t Scale - By Ryan Hoover.

• How To Get Media Coverage for Your Brand - By Michael Keenan.

• Great PM Interview Answers Include Tradeoffs. Here's How. - By Sushanth Raman.

• Professional Development as a Product Manager - By Clement Kao Clement Kao.

• Inside the 6 Hypotheses that Doubled Patreon’s Activation Success - By Brian Balfour.

• Product Management Job Hunt: How to get an Interview and Nail it - By Kostas Sirvydis.

• User Onboarding Examples: Analyzing 6 Real-Life Onboarding Flows - By Shanelle Mullin.

• How to Use the Google HEART Framework to Measure and Improve Your App’s UX - By Emily Bonnie.

• 10-30-50 Product Management - By Stephen Cognetta.

Additional resources / Obsidian

• Marketing for Engineers (⭐13k) - A handy guide on growing marketing skills for folks with engineering backgrounds.

10. Awesome Love2d

Helpers

• SceneMan (⭐0) - A simple, but powerful scene/gamestate manager that uses a stack, allowing you to run multiple scenes at once.

UI

• TuxRedux (⭐1) - An immediate-mode UI system for LOVE2D inspired by SUIT.

Utilities

• andromeda (⭐2) - Asset database and loader for love.

• KeyedArray (⭐0) - A special data structure where items can be found by their position or key. Similar to an ordered dictionary.

• LuaRequireExtended (⭐1) - A Lua module that lets you require files with input parameters and multiple output values.

Distribution

• lovesfx (⭐6) - Packs love games in a single file for windows.

• love-build (⭐17) - Downloadable application (made in LÖVE!) that can build games for Windows, macOS, and Linux regardless of your own OS.

11. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• fzf-plugin (⭐0) - oh-my-zsh (⭐172k)'s fzf plugin extracted so it can be used easily with other plugin managers.

Themes / superconsole - Windows-only

• igorsilva (⭐11) - Shows current directory, customizable delimiter, current branch, and git status decorators.

• jax (⭐0) Reminiscent of Powerline. Includes decorators for current directory and current user.

• light (⭐0) - Works best on a light background. Includes decorators for username@hostname, git status and the current directory.

• vszambon-ocean (⭐0) - Includes decorators for current directory, git status, a day/night icon, whether or not it is running inside a docker container and the date and time.

12. Awesome Php

Table of Contents / Testing

• PHPUnit Polyfills (⭐170) - Simplifies running PHPUnit tests on multiple PHPUnit versions.

Table of Contents / Documentation

• phpDocumentor - A documentation generator.

Table of Contents / Code Quality

• PHP CodeSniffer (⭐857) - A library that detects and can auto-fix PHP, CSS and JS coding standard violations.

13. Awesome Python Data Science

Time Series / Others

• skforecast (⭐1.1k) - Time series forecasting with machine learning models

14. Awesome Developer First

Monitoring

• Helicone AI - LLM observabilty and monitoring for your LLM apps in production.

15. Topics

List of blogs and websites

• Localhost server stack - wmWebStack: A lightweight, customizable server package designed for web development. Featuring essential tools like PHP, MySQL, and Apache, wmWebStack empowers developers to create, test, and secure their web projects effortlessly.

16. Awesome Ai Tools

Related Awesome Lists / Deep Learning

• Awesome Marketing (⭐22)

17. Awesome Rust

Libraries / Logging

• donnie4w/tklog (⭐53) - lightweight and efficient rust structured log library with support for log levels, file segmentation, compressed archiving.

18. Awesome Terraform

Providers / Community providers

• terraform-provider-proxmox (⭐2.1k) - Terraform Proxmox provider.

Tools / Community providers

• tfreveal (⭐2) - A Terraform utility to show Terraform plans with all the secret (sensitive) values revealed.

19. Awesome Marketing

Marketing Strategy and Planning / Market Segmentation and Targeting

• Nielsen - Global leader in audience measurement and data analytics for understanding consumer behavior.

• Segment - Customer data platform that simplifies data collection and usage across platforms.

• HubSpot Persona Builder - Free tool for creating detailed buyer personas.

• Xtensio - Visual collaboration platform for creating and sharing living documents.

• Claritas - Provides audience segmentation and insights to target consumers more accurately.

Marketing Automation / Marketing Workflow Automation

• CoSchedule - Marketing calendar and project management software for organizing marketing activities.

• Zapier - Automation tool that connects your apps and automates repetitive tasks.

• Integromat - Automation platform that allows you to connect apps and automate workflows.

• Automate.io - Simple tool for automating repetitive tasks and connecting apps.

Marketing Strategy and Planning / Campaign Planning

• Trello - Simple, visual tool for managing projects and tasks with boards, lists, and cards.

• Asana - Project management platform that helps teams orchestrate their work, from daily tasks to strategic initiatives.

• Monday.com - Work operating system to manage any team and any project with customizable workflows.

• Wrike - Cloud-based collaboration and project management software.

Marketing Strategy and Planning / Budgeting and Forecasting

• PlanGuru - Budgeting, forecasting, and financial performance review software.

• Allocadia - Marketing performance management software that helps with budgeting and planning.

• Adaptive Insights - Financial planning and analysis software to improve business agility.

• Float - Cash flow forecasting software for managing budgets and financials.

• HubSpot Forecasting Tool - Free tool to help predict future sales and revenue.

Marketing Strategy and Planning / Competitor and Market Analysis

• Statista - Online statistics, market research, and business intelligence portal.

• IBISWorld - Industry market research reports and data for strategic planning.

Market Research and Competitor Analysis / Competitor Analysis

• Crayon - Competitive intelligence platform that tracks your competitors' digital footprints to uncover strategic insights.

• SimilarWeb - Website analytics and competitive analysis platform that provides insights on traffic sources, engagement, and audience demographics.

• Owler - Business insights platform that provides real-time news, alerts, and analysis on competitors and industry trends.

• SpyFu - Competitor research tool that reveals the keywords websites are buying on Google Ads and the keywords they're ranking for in organic search.

• Kompyte - Competitor tracking software that monitors competitor websites, social media, and online ads in real-time.

Marketing Strategy and Planning / Marketing Mix Modeling

• MixMod - Statistical software for clustering, classification, and discriminant analysis.

• SAS Marketing Mix - Analyzes historical data to evaluate marketing impact and ROI.

• Nielsen Marketing Cloud - Tools for optimizing marketing strategies using comprehensive data analytics.

• BrandMaker - Marketing resource management solution that helps optimize the marketing mix.

• MarketShare - Advanced analytics for evaluating marketing impact and making strategic decisions.

SEO (Search Engine Optimization) / Link Building

• Ahrefs - Toolset for backlink analysis, competitor research, and link-building strategies.

• BuzzStream - Outreach platform that helps with link building and managing relationships with influencers.

• Pitchbox - Outreach and link building software that automates the process of connecting with influencers.

• Majestic - Backlink analysis tool that provides comprehensive link intelligence data.

• Moz Link Explorer - Tool for analyzing backlinks, finding link-building opportunities, and tracking your site's link profile.

Search Engine Marketing (SEM) / PPC Management

• SEMrush - All-in-one marketing toolkit with PPC management features, including keyword research and competitive analysis.

• Google Ads - Online advertising platform for creating ads that appear on Google Search, YouTube, and other Google properties.

• Bing Ads - Paid search advertising on the Bing search engine, offering similar features to Google Ads.

• WordStream - PPC software for managing and optimizing Google Ads and Bing Ads campaigns.

• Marin Software - Cross-channel advertising platform for managing SEM campaigns across search, social, and display.

SEO (Search Engine Optimization) / Keyword Research

• Moz - SEO software offering keyword research, link building, and site audits.

• Ubersuggest - Free tool for generating new keyword ideas and analyzing SEO metrics.

• KeywordTool.io - Tool for finding long-tail keywords for SEO, PPC, and content creation.

SEO (Search Engine Optimization) / On-Page SEO

• Yoast SEO - WordPress plugin for optimizing on-page SEO elements.

• SurferSEO - On-page SEO tool for optimizing content based on top-performing pages.

• Clearscope - Content optimization platform that helps improve content relevance and SEO.

• MarketMuse - AI-driven platform for content research and on-page SEO optimization.

• Rank Math - SEO plugin for WordPress that offers SEO suggestions while you write.

SEO (Search Engine Optimization) / Technical SEO

• Screaming Frog - Website crawler that helps improve onsite SEO by analyzing website elements.

• DeepCrawl - Cloud-based SEO tool for website audits and technical SEO analysis.

• Google PageSpeed Insights - Tool that analyzes a page’s content and provides suggestions for speeding up your site.

• GTmetrix - Performance analysis tool that provides insights into how well your site loads and helps identify where improvements can be made.

• Sitebulb - Desktop-based website audit tool for technical SEO with visual representations.

SEO (Search Engine Optimization) / Local SEO

• Yext - Manages business listings and information across multiple directories to improve local SEO.

• BrightLocal - Local SEO platform for improving local search visibility and managing citations.

• Moz Local - Tool to manage and improve your local business listings across the web.

• Whitespark - Tools and services to help businesses rank better in local search results.

• Synup - Comprehensive local marketing platform for managing business listings, reviews, and SEO.

SEO (Search Engine Optimization) / SERP Tracking

• SE Ranking - All-in-one SEO software that includes SERP tracking and competitor analysis.

• AccuRanker - Fast and accurate SERP rank tracking tool for SEO professionals.

• Ahrefs - Tracks your website’s keyword rankings and monitors how they change over time.

• SEMrush Position Tracking - Tracks daily changes in rankings for any domain across multiple devices.

• SERPWatcher - Rank tracking tool designed to monitor SEO progress and performance.

SEO (Search Engine Optimization) / SEO Analytics

• Google Search Console - Free tool by Google that helps monitor and maintain your site's presence in Google Search results.

• SEMrush - Comprehensive SEO analytics tool for tracking performance and analyzing competitors.

• Ahrefs - Analytics toolset that provides insights into website performance, traffic, and keyword rankings.

Social Media Marketing / Social Media Management

• Hootsuite - Platform to manage social media profiles, schedule posts, and track engagement across multiple networks.

• Buffer - Social media management tool for scheduling posts and analyzing performance across multiple accounts.

• Sprout Social - Social media management solution with powerful analytics, engagement, and scheduling tools.

• Later - Visual content calendar for planning and scheduling Instagram, Facebook, Twitter, and Pinterest posts.

• SocialBee - Social media management platform that allows for content scheduling, recycling, and curation.

Social Media Marketing / Social Media Advertising

• Facebook Ads Manager - Tool for creating, managing, and analyzing ads on Facebook and Instagram.

• AdEspresso - Tool to create, manage, and optimize Facebook and Instagram ad campaigns.

Content Marketing / Content Creation

• Canva - Design tool for creating professional graphics, presentations, social media posts, and more.

• Animoto - Video creation platform that enables you to produce professional-quality videos with ease.

• Piktochart - Infographic maker and presentation tool to create visually appealing content.

• Adobe Spark - Suite of design apps for creating social graphics, web pages, and videos.

Search Engine Marketing (SEM) / Retargeting

• AdRoll - Retargeting platform that helps marketers reach customers who have previously interacted with their brand across multiple devices.

• Criteo - Global retargeting and display advertising platform that personalizes ads for each user.

• Facebook Ads Retargeting - Retargeting ads on Facebook and Instagram, targeting users who have engaged with your content.

• Perfect Audience - Retargeting platform for managing display, social, and mobile retargeting campaigns.

• Google Ads Remarketing - Remarketing tool that helps advertisers re-engage previous visitors with targeted ads across the web.

Content Marketing / Content Curation

• BuzzSumo - Tool to find the most shared content and trending topics in any niche.

• Feedly - Content aggregator and RSS reader for organizing and reading content from your favorite sources.

• Scoop.it - Content curation tool for discovering and sharing engaging content.

• Pocket - Save articles, videos, and web pages to view later offline on any device.

• Curata - Content curation software for discovering, organizing, and sharing high-quality content.

Social Media Marketing / Influencer Marketing

• Upfluence - Influencer marketing platform for discovering and managing influencer campaigns.

• AspireIQ - Influencer marketing software to help brands connect with creators.

• Traackr - Data-driven influencer marketing platform for building relationships and managing campaigns.

• Grin - Influencer marketing software that helps brands manage influencer relationships at scale.

Content Marketing / Content Management Systems (CMS)

• WordPress - The world’s most popular CMS, offering extensive plugins and themes for customization.

• Drupal - Open-source CMS known for its robust security and scalability.

• Joomla - Flexible and easy-to-use CMS, ideal for building websites and online applications.

• HubSpot CMS - CMS that integrates seamlessly with HubSpot’s CRM and marketing tools.

• Squarespace - All-in-one website builder offering beautifully designed templates and an easy-to-use interface.

Content Marketing / Copywriting Tools

• Jasper - AI-powered copywriting tool for generating marketing copy, blog posts, and more.

• Copy.ai - AI writing assistant that helps generate creative and engaging copy for various purposes.

• Grammarly - Writing assistant that improves grammar, punctuation, clarity, and style.

• Hemingway - App that makes your writing concise and clear by highlighting complex sentences.

• Writesonic - AI writer and copywriting tool that creates high-converting copy for ads, blogs, and more.

Customer Relationship Management (CRM) / Email CRM Integration

• Mailchimp - Marketing automation platform that offers CRM features and seamless email marketing integration.

• ActiveCampaign - CRM and email marketing platform that focuses on customer experience automation.

• HubSpot - All-in-one CRM platform with integrated email marketing and automation features.

• Salesforce Email Studio - Powerful email marketing solution within Salesforce’s CRM platform.

• Constant Contact - Email marketing platform with CRM functionalities designed for small businesses.

Email Marketing / Email Campaigns

• ConvertKit - Email marketing software designed for creators, bloggers, and online businesses with powerful automation features.

• GetResponse - Email marketing software with powerful automation features, landing pages, and webinars.

• AWeber - Email marketing platform offering autoresponders, landing pages, and email automation.

Email Marketing / Email Automation

• Klaviyo - Email and SMS marketing automation platform tailored for eCommerce businesses.

• SendinBlue - Email marketing and automation software that includes SMS marketing and chat features.

• Autopilot - Visual marketing automation software for creating personalized customer journeys.

• Drip - ECRM platform designed for building personalized email campaigns to engage customers.

Email Marketing / Email Analytics

• Litmus - Email testing, analysis, and optimization platform that helps you create error-free emails.

• Mailjet - Email marketing software with A/B testing, segmentation, and real-time analytics.

• Google Analytics for Email - Tool to track email marketing campaigns using Google Analytics.

• Campaign Monitor - Email marketing platform with powerful analytics and segmentation tools.

Email Marketing / Email Design

• Stripo - Email template builder with drag-and-drop functionality and ready-to-use designs.

• BeeFree - Free online email editor to design responsive emails quickly.

• Litmus Builder - Tool for designing, building, and testing emails in one place.

• Postcards by Designmodo - Easy-to-use email design tool for creating responsive email templates.

• Chamaileon - Collaborative email design platform for creating custom email templates.

Marketing Automation / Lead Nurturing

• Marketo - Marketing automation software that offers lead management, email marketing, and analytics.

• Pardot - B2B marketing automation by Salesforce for managing email campaigns, nurturing leads, and more.

• Infusionsoft - All-in-one sales and marketing automation software for small businesses.

Marketing Automation / Customer Journey Mapping

• Lucidchart - Diagramming application that helps you visualize complex processes, including customer journeys.

• Smaply - Tool for mapping customer journeys, personas, and stakeholder maps.

• Gliffy - Easy-to-use diagramming tool for creating flowcharts, diagrams, and more.

• [Creately](https://creately

Advertising and Media Buying / Programmatic Advertising

• The Trade Desk - Demand-side platform (DSP) that allows advertisers to buy digital ads programmatically across various channels.

• MediaMath - DSP platform for managing, optimizing, and analyzing digital ad campaigns in real-time.

• Amazon Advertising - Advertising platform that allows brands to run targeted ads on Amazon's properties.

• Google Marketing Platform - Unified advertising and analytics platform for smarter marketing and better results.

• AppNexus - Programmatic advertising platform that helps advertisers and publishers maximize ad revenue.

Search Engine Marketing (SEM) / Display Advertising

• Google Display Network - Display advertising network allowing advertisers to place ads on millions of websites and apps.

• AdThrive - Ad management service for publishers, focusing on maximizing revenue through high-quality ads.

Advertising and Media Buying / Native Advertising

• Outbrain - Native advertising platform that promotes content through content recommendations on premium publisher sites.

• Taboola - Leading native advertising platform that delivers personalized content recommendations.

• Nativo - Platform for creating, distributing, and optimizing native ads across multiple channels.

• TripleLift - Native advertising platform that seamlessly integrates ads into content environments.

• AdYouLike - Native advertising solution that delivers in-feed ads that match the look and feel of editorial content.

Analytics and Reporting / Web Analytics

• Google Analytics - Comprehensive web analytics service that tracks and reports website traffic and user behavior.

• Adobe Analytics - Advanced analytics solution for data-driven insights across all marketing channels.

• Hotjar - Behavior analytics and user feedback service that helps you understand how users interact with your site.

• Piwik PRO - Privacy-focused analytics suite that offers detailed insights into website visitors' behavior.

Analytics and Reporting / Conversion Rate Optimization (CRO)

• Crazy Egg - Visual analytics and testing platform that includes heatmaps, click maps, and user recordings.

• Optimizely - A/B testing and experimentation platform for optimizing digital experiences across websites and apps.

• VWO - Conversion optimization platform that provides A/B testing, split URL testing, and multivariate testing.

• Unbounce - Landing page builder with A/B testing features to help improve conversion rates.

• Google Optimize - Free A/B testing and personalization tool by Google that integrates with Google Analytics.

Analytics and Reporting / Dashboards and Reporting

• Tableau - Powerful data visualization software that helps create interactive and shareable dashboards.

• Google Data Studio - Free data visualization tool that turns data into informative and customizable dashboards and reports.

• Klipfolio - Dashboard and reporting software that allows you to connect, visualize, and share your data.

• Supermetrics - Data integration tool that pulls data from various marketing platforms into spreadsheets, dashboards, and data warehouses.

• Power BI - Business analytics service by Microsoft that provides interactive visualizations and business intelligence capabilities.

Customer Relationship Management (CRM) / CRM Software

• Salesforce - Leading CRM platform offering a wide range of tools for sales, marketing, and customer service automation.

• HubSpot CRM - Free CRM platform that integrates with HubSpot’s marketing, sales, and service tools.

• Zoho CRM - Comprehensive CRM software with a wide array of features for sales automation, analytics, and customer support.

• Pipedrive - Sales-focused CRM tool designed to help sales teams manage leads and deals effectively.

• Microsoft Dynamics 365 - CRM and ERP applications that integrate data, business logic, and processes.

Customer Relationship Management (CRM) / Customer Support

• Zendesk - Customer service software that helps companies provide seamless support across channels.

• Freshdesk - Cloud-based customer support software that offers help desk, ticketing, and knowledge management solutions.

• Intercom - Conversational relationship platform that enables businesses to communicate with customers via messaging, bots, and automation.

• Drift - Conversational marketing platform that combines chat, email, and automation to improve customer engagement.

• Help Scout - Customer service platform designed to help small businesses manage email, live chat, and knowledge base interactions.

Advertising and Media Buying / Affiliate Marketing

• CJ Affiliate - One of the largest affiliate marketing networks, connecting advertisers with a vast network of publishers.

• ShareASale - Affiliate marketing network offering a wide range of products for publishers to promote.

• Refersion - Affiliate and influencer marketing platform that tracks and manages partner programs.

• Tapfiliate - Cloud-based affiliate marketing software for managing and tracking affiliate relationships.

• Rakuten Advertising - Global affiliate marketing network offering tools for managing and optimizing affiliate programs.

Market Research and Competitor Analysis / Market Research Tools

• SurveyMonkey - Leading online survey platform for creating, distributing, and analyzing surveys.

• Typeform - User-friendly survey and form-building tool known for its conversational and interactive interface.

• Toluna - Real-time digital consumer insights platform for conducting surveys and gathering consumer feedback.

• Qualtrics - Experience management platform that helps organizations manage customer, employee, product, and brand experiences.

• Google Surveys - Simple, fast survey platform by Google that provides quick insights through online surveys.

Brand Management / Reputation Management

• Brand24 - Online reputation management tool that monitors your brand's mentions across social media, blogs, and forums.

• Reputology - Review monitoring and management platform designed to help businesses track and respond to online reviews.

• Trustpilot - Consumer review website that allows businesses to build and manage their online reputation through customer reviews.

• Podium - Interaction management platform that helps businesses manage customer reviews, messaging, and payments.

• Yotpo - Customer content marketing platform that helps brands leverage reviews, photos, and Q&A to build trust and drive sales.

Brand Management / Brand Monitoring

• Mention - Real-time media monitoring tool that allows businesses to track mentions of their brand across the web and social media.

• Talkwalker - Social listening and analytics platform that monitors brand mentions across social, print, broadcast, and online channels.

• Brandwatch - Digital consumer intelligence and social media listening platform for tracking and analyzing online conversations about your brand.

• Meltwater - Media intelligence platform that provides media monitoring, social listening, and analytics to help brands manage their reputation.

• Sprinklr - Unified customer experience management platform that includes social listening, engagement, and analytics tools.

Brand Management / Digital Asset Management (DAM)

• Bynder - Digital asset management platform that helps brands create, manage, and distribute digital content efficiently.

• Widen - DAM platform that enables brands to organize, manage, and share their digital assets in a centralized location.

• Canto - User-friendly digital asset management solution for organizing and sharing visual content.

• Brandfolder - DAM software that offers a centralized location for managing and sharing brand assets securely.

• Adobe Experience Manager - Enterprise-level DAM solution that integrates with Adobe's Creative Cloud for seamless asset management and content creation.

20. Awesome Azure Openai Llm

Vector Database Comparison

• lancedb (⭐4k): LanceDB's core is written in Rust and is built using Lance, an open-source columnar format. [Feb 2023]

Vector Database Comparison / Vector Database Options for Azure

• Azure SQL's support for natively storing and querying vectors [21 May 2024]

Azure Reference Architectures / Azure AI Search

• Integrated vectorization: Automatically splits documents into chunks, creates embeddings with Azure OpenAI, maps them to an Azure AI Search index, and automates query vectorization. [24 Aug 2024]

Semantic Kernel / Code Recipes

• Step-by-Step Guide to Building a Powerful AI Monitoring Dashboard with Semantic Kernel and Azure Monitor: Step-by-step guide to building an AI monitoring dashboard using Semantic Kernel and Azure Monitor to track token usage and custom metrics. [23 Aug 2024]

GPT for Domain Specific / GPT series release date

• Qwen2-Math (⭐393): math-specific LLM / Qwen2-Audio (⭐942): large-scale audio-language model [Aug 2024]

MLLM (multimodal large language model) / GPT series release date

• Apple
  1. 4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities. [13 Jun 2024]

Agents: AutoGPT and Communicative Agents / Agent Applications and Libraries

• Agent Framework
  • Open AI Assistant
  • Autogen (⭐30k): Customizable and conversable agents framework
  • MetaGPT (⭐43k): Multi-Agent Framework. Assign different roles to GPTs to form a collaborative entity for complex tasks. e.g., Data Interpreter [Jun 2023]
  • crewAI (⭐18k): Framework for orchestrating role-playing, autonomous AI agents. [Oct 2023]
  • LangGraph: Built on top of LangChain
  • composio (⭐5.5k): Integration of Agents with 100+ Tools [Feb 2024]
  • phidata (⭐11k): Build AI Assistants with memory, knowledge and tools [May 2022]
  • Qwen-Agent (⭐2.9k): Agent framework built upon Qwen1.5, featuring Function Calling, Code Interpreter, RAG, and Chrome extension. Qwen series released by Alibaba Group [Sep 2023]
  • OpenAgents (⭐3.9k): three distinct agents: Data Agent for data analysis, Plugins Agent for plugin integration, and Web Agent for autonomous web browsing. [Aug 2023]

Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

• Product Hunt > AI

21. Awesome Agi Cocosci

Abduction / Explanation

• Inference to the Best Explanation - Routledge, 1991. [All Versions]. Lipton's original paper on Inference to the Best Explanation as a specialized condition of Abduction.

Domain Specific Language / Design Automation

• AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints - ACL'24, 2024. [All Versions]. [Project]. The original paper on the automated design of DSLs. This paper introduces the AutoDSL framework to automate DSL-based constraint design across various domains. Utilizing domain specified experimental protocol corpora, AutoDSL optimizes syntactic constraints and abstracts semantic constraints. Quantitative and qualitative analyses of the DSLs designed by AutoDSL across five distinct domains highlight its potential as an auxiliary module for language models, aiming to improve procedural planning and execution.

22. Awesome Icons

Logos

• Web3 Icons (⭐43) - Web3 icons as React components. Includes tokens, coins, networks, wallets.

23. Awesome Privacy

Translation

• Simplytranslate - Alternative front-end for Google Translate and LibreTranslate. Demo

24. Awesome Django

Third-Party Packages / Full-stack frameworks

• Django-Bridge (⭐92) - The simple way to build React frontends for Django applications.

25. Awesome Integration

Projects / API Management

• Gravitee.io API Management (⭐168) (⭐165) - A flexible, lightweight, and open-source API management solution that provides comprehensive API management capabilities and helps you manage your APIs with ease.

• WSO2 API Manager (⭐837) (⭐833) - A fully open-source API management platform that provides comprehensive API management capabilities and allows you to manage APIs with ease.

Projects / API Design

• OpenAPI-GUI (⭐1.4k) (⭐1.4k) - Create and validate OpenAPI specs with ease using this intuitive graphical user interface.

• OpenAPI Diff (⭐801) (⭐793) - Compare OpenAPI specs with version control and visualize the differences in HTML or Markdown format.

Projects / API Documentation

• OpenAPI Explorer (⭐303) (⭐300) - A tool for generating user interfaces from OpenAPI specifications, making it easier for software engineers to visualize and interact with APIs.

• Slate (⭐36k) (⭐36k) - A powerful tool that creates static API documentation from markdown, with API reference docs and code samples.

Projects / API Gateway

• KrakenD API Gateway (⭐1.9k) (⭐1.9k) - An ultra-high performance API Gateway that leverages middlewares for fast and efficient API management.

Projects / API Testing

• MQ clients
  • JMSToolBox (⭐198) (⭐196) - Universal JMS client designed to interact with a wide range of JMS-based message brokers.
  • kcat (⭐5.3k) (⭐5.4k) - Generic non-JVM producer and consumer for Apache Kafka, functioning as a netcat for Kafka.
  • MQTT Explorer (⭐2.9k) (⭐2.9k) - All-round MQTT client with a structured topic overview, suitable for debugging and testing MQTT-based systems.
  • Offset Explorer - GUI application for managing and using Apache Kafka clusters, formerly known as Kafka Tool.
  • Service Bus Explorer (⭐2k) (⭐2k) - GUI app for Azure Service Bus, offering advanced features like import/export functionality and the ability to test topic, queues, subscriptions, relay services, notification hubs, and events hubs.

• Testing tools and frameworks
  • Apache JMeter (⭐8.2k) (⭐8.2k) - Open-source Java-based load testing tool that can be used to test the performance and scalability of web applications, databases, and other network services.
  • Gatling (⭐6.3k) (⭐6.4k) - An open-source load testing tool that allows users to write and run load tests as code, providing detailed performance reports to optimize system performance.
  • Karate (⭐8k) (⭐8k) - Open-source tool that combines API test-automation, mocks, performance-testing, and even UI automation into a single, unified framework.
  • Pyresttest (⭐1.1k) (⭐1.2k) - Python-based REST testing and API microbenchmarking tool that uses YAML or JSON for test.
  • REST Assured (⭐6.7k) (⭐6.8k) - Java DSL for easy testing of REST services.
  • Schemathesis (⭐2.2k) (⭐2.2k) - Python library for property-based testing of API schemas.
  • Taurus (⭐1.9k) (⭐2k) - An open-source framework for continuous testing that simplifies test execution and management through a user-friendly interface and integrates with various testing tools and frameworks.

Projects / BRE

• NxBRE (⭐131) (⭐130) - Open-source rule engine specifically designed for the .NET platform.

Projects / Data Mapping Solution

• AltasMap (⭐191) (⭐191) - A web-based data mapping solution that simplifies integration between Java, XML, CSV, and JSON data sources. Its interactive user interface makes configuring integrations easy.

• JSLT (⭐625) (⭐622) - A complete query and transformation language for JSON that is inspired by jq, XPath, and XQuery. With JSLT, software engineers can quickly and easily transform JSON data to meet their needs.

Projects / ESB

• WSO2 Enterprise Integrator (⭐372) (⭐371) - An API-centric, cloud-native, and distributed integration platform designed to provide a robust solution for software engineers.

Projects / ETL

• Apache NiFi (⭐4.7k) (⭐4.7k) - An automated data integration platform that efficiently moves data between disparate systems.

Projects / Integration Frameworks

• Frank!Framework (⭐121) (⭐118) - A Low-Code Java-based messaging framework to connect your system and application data, that is completely configurable through XML configurations.

Projects / Messaging

• Apache RocketMQ (⭐21k) (⭐21k) - A fast and reliable distributed messaging platform designed for high volume and low latency messaging scenarios. Offers efficient message storage and retrieval and supports various messaging patterns.

• RabbitMQ (⭐12k) (⭐12k) - An open-source message broker that implements AMQP and supports multiple messaging protocols and patterns. Offers reliable and efficient message delivery and supports clustering and high availability.

• Redpanda (⭐9.3k) (⭐9.3k) - A streaming platform that is Kafka-compatible and does not require Zookeeper or JVM. Offers high-performance and low-latency messaging and supports stream processing and analytics.

Projects / Workflow engine

• Apache Airflow (⭐36k) (⭐36k) - A platform that allows you to create, schedule, and monitor workflows programmatically, making it easier to manage and automate complex data pipelines.

Resources / Data Formats

• NDJSON (⭐661) (⭐655) - A standard for delimiting JSON objects in stream protocols. It allows for efficient processing of large JSON datasets and is widely used in big data processing.

• Protocol Buffers (⭐65k) (⭐65k) - A language-neutral and platform-neutral serialization mechanism that is designed to be highly efficient and extensible. It supports rich data types and is widely used in distributed systems, such as gRPC and Apache Kafka.

• YAML (⭐338) (⭐334) - 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.

26. Awesome Gnome

System and Customization

• Resources - Monitor for system resources and processes that can terminate graphical applications and processes.

27. Awesome Material Ui

Components

• mui-treasury (⭐2.4k) - A collection of ready-to-use components based on Material-UI.

28. Awesome Polars

Libraries/Packages/Scripts / R

• r-polars-dashboard (⭐2) - Dashboard comparing r-polars and py-polars APIs.

• neo-r-polars (⭐16) - Next generation of Polars R API.

29. Awesome K6

Extensions

• Extension Registry - Curated listing of k6 extensions.

Extensions / Official

• xk6-client-tracing (⭐38) - Client for load testing distributed tracing backends.

• xk6-disruptor (⭐88) - Inject faults to test 💣.

• xk6-exec (⭐20) - Run external commands.

• xk6-kubernetes (⭐62) - Interact with Kubernetes clusters.

• xk6-loki (⭐36) - Client for load testing Loki.

• xk6-notification (⭐18) - Create notifications.

• xk6-output-influxdb (⭐61) - Export results to InfluxDB v2.

• xk6-output-kafka (⭐20) - Export k6 results in real-time to Kafka.

• xk6-output-timescaledb (⭐29) - Export k6 results to TimescaleDB.

• xk6-client-prometheus-remote (⭐24) - Test Prometheus Remote Write performance.

• xk6-sql (⭐105) - Load-test SQL Servers (PostgreSQL, MySQL and SQLite3 for now).

• xk6-ssh (⭐9) - SSH.

Extensions / Community

• xk6-cable (⭐24) - Test Action Cable and AnyCable functionality.

• xk6-coap (⭐10) - Interact with Constrained Application Protocol endpoints.

• xk6-dotenv (⭐26) - Load env vars from a .env file.

• xk6-ethereum (⭐10) - K6 extension for ethereum protocols.

• xk6-faker (⭐49) - Generate random fake data.

• xk6-file (⭐23) - Write files.

• xk6-g0 (⭐23) - Write k6 tests in golang.

• xk6-kafka (⭐143) - Load-test Apache Kafka. Includes support for Avro messages.

• xk6-kv (⭐12) - Share key-value data between VUs.

• xk6-mock (⭐13) - Mock HTTP(S) servers.

• xk6-mqtt (⭐47) - MQTT extension.

• xk6-nats (⭐13) - Provides NATS support for k6 tests.

• xk6-opentelemetry (⭐24) - Generate OpenTelemetry signals from within your test scripts.

• xk6-output-elasticsearch (⭐17) - Export results to Elasticsearch 8.x.

• xk6-output-prometheus-pushgateway (⭐10) - Export results to Prometheus pushgateway.

• xk6-output-statsd (⭐21) - Enables real-time output of test metrics to a StatsD service.

• xk6-output-timestream (⭐17) - Export results to AWS Timestream.

• xk6-playwright (⭐42) - Browser automation and end-to-end web testing using Playwright.

• xk6-prometheus (⭐48) - Prometheus HTTP exporter for k6.

• xk6-prompt (⭐14) - Support for input arguments via UI.

• xk6-sse (⭐12) - A k6 extension for Server-Sent Events (SSE).

• xk6-tcp (⭐12) - Send data to TCP port.

• xk6-top (⭐26) - Updating the current k6 metrics summaries on the terminal during the test run.

30. Awesome Cl

Tools

• cl-permutation (⭐48) - Permutations and permutation groups in Common Lisp. BSD_3Clause.

Miscellaneous

• imago (⭐48) - image manipulation library for Common Lisp.
  • supports images in png, pcx, portable bitmap (.pnm), Truevision TGA (.tga) and jpeg formats
  • allows for: resizing, rotation, emboss effect, inverting colors, adjusting contrast, manipulating color elements, composing pictures, drawing simple primitives…
  • is integrated with common-lisp-jupyter.

Date and time / Third-party APIs

• calendar-times (⭐9) - a calendar time library implemented on top of the LOCAL-TIME library. It features zoned calendar times and calculations.
  • see also: calendar-date (⭐8) - a Gregorian calendar date library. MIT.

Security / Third-party APIs

• secret-values (⭐11) - A Common Lisp library to reduce the risk of accidentally revealing secret values such as passwords.

31. Awesome Go

Artificial Intelligence

• OllamaFarm (⭐8) - Manage, load-balance, and failover packs of Ollamas

Authentication and OAuth

• jwx (⭐1.9k) - Go module implementing various JWx (JWA/JWE/JWK/JWS/JWT, otherwise known as JOSE) technologies

Blockchain

• lnd (⭐7.6k) - A complete implementation of a Lighting Network node.

Standard CLI

• mkideal/cli (⭐729) - Feature-rich and easy to use command-line package based on golang struct tags.

• teris-io/cli (⭐129) - Simple and complete API for building command line interfaces in Go.

Images

• imagor (⭐3.3k) - Fast, secure image processing server and Go library, using libvips.

Networking

• tun2socks (⭐3k) - A pure go implementation of tun2socks powered by gVisor TCP/IP stack.

Meetups / Libraries for creating HTTP middlewares

• Nairobi Gophers

32. Awesome Mac

Utilities / Window Management

• Hummingbird - Easily move and resize windows without mouse clicks, from anywhere within a window.

33. Free for Dev

Email

• faxmail.co — Professional and legit looking free temporary emails.

34. Awesome Neovim

(requires Neovim 0.5)

• mawkler/refjump.nvim (⭐6) - Jump to next/previous LSP reference for item under cursor with ]r/[r.

• alexpasmantier/pymple.nvim (⭐7) - Refactor Python imports on file move/rename.

AI / Diagnostics

• StubbornVegeta/llm.nvim (⭐2) - Free large language model (LLM) support, provides commands to interact with LLM.

• 3v0k4/exit.nvim (⭐3) - Prompt LLMs (large language models) to write Vim commands.

Web Development / Diagnostics

• farias-hecdin/CSSVarViewer (⭐0) - Easily visualize the content of your CSS variables in a virtual text.

• farias-hecdin/CSSVarHighlight (⭐1) - Quickly highlight the color you defined in your CSS variables with the help of mini.hipatterns.

Tree-sitter Supported Colorscheme / Diagnostics

• killitar/obscure.nvim (⭐2) - A pastel dark colorscheme inspired by the palette Mellow. Support Tree-sitter, LSP (including semantic tokens) and lots of plugins.

Utility / Diagnostics

• ptdewey/pendulum-nvim (⭐17) - Track time spent coding and glean insights through on-demand time reports.

Terminal Integration / Diagnostics

• kassio/neoterm (⭐1.3k) - Wrapper of some :terminal functions.

Editing Support / Diagnostics

• OXY2DEV/foldtext.nvim (⭐18) - Dynamic & stylized foldtext.

35. Awesome Audit Algorithms

Papers / 2023

• Privacy Auditing with One (1) Training Run - (NeurIPS - best paper) A scheme for auditing differentially private machine learning systems with a single training run.

36. Awesome Malware Persistence

Techniques / Linux

• PANIX - Persistence Against *NIX - Features (⭐318) - List of persistence techniques.

• Linux Detection Engineering - A primer on persistence mechanisms - List of Linux persistence mechanisms.

Techniques / Cloud

• Persisting on Entra ID applications and User Managed Identities with Federated Credentials - Persist on Entra ID applications and User Managed Identities with Federated Credentials.

Detection Testing / Linux

• PANIX (⭐318) - A highly customizable Linux persistence tool. Perform various persistence techniques against Linux systems, among others Debian and RHEL.

37. Awesome Dotnet Core

Frameworks, Libraries and Tools / Queue and Messaging

• NServiceBus (⭐2.1k) - NServiceBus is part of the Particular Service Platform, which contains tools to build, monitor, and debug distributed systems.

38. Awesome Vue

Components & Libraries / Frameworks

• adminforth - Vue + Node + Tailwind admin framework. Live Demo

39. Awesome Angular

Books / Google Developer Experts

• Learn With: Angular 17 with Modules and Bootstrap - Jeffry Houser

Accessibility / Google Developer Experts

• angular-vlibras (⭐2) - An Angular library that integrates the VLibras accessibility widget into your Angular applications. VLibras provides automatic translation of digital content into the Brazilian Sign Language (Libras), increasing accessibility for users.

AI / Google Developer Experts

• abbi-ng-ai-image-descriptor (⭐1) - Angular web app for AI-generated image descriptions. You need an OpenAI API key to use the tool.

Analytics / Google Developer Experts

• litlyx (⭐347) - The easiest dev-centric analytics tool. Litlyx is an open-source analytics solution for any JavaScript framework. Setup takes less then 30 seconds and just one line of code!

Developer tools / Google Developer Experts

• vscode-angulartools (⭐19) - You can explore an Angular project, enhance documentation, reverse engineer code, and do refactoring with AngularTools.

Free / Google Developer Experts

• angular-templates (⭐10) - A set of Angular templates for common web apps.

Testing / Google Developer Experts

• nightwatch-plugin-angular (⭐2) - Official Nightwatch plugin which adds component testing support for Angular apps. It uses the Webpack DevServer under the hood. Requires Nightwatch 2.4+.

• Puppeteer Angular Schematic - Adds Puppeteer-based (⭐88k) e2e tests to your Angular project.

Carousels / Google Developer Experts

• slidecontent-angular (⭐1) - A simple content slide developed in Angular with navigation buttons and transition animations.

DOM / Google Developer Experts

• ngx-sticky-kit (⭐2) - Angular Sticky makes HTML elements sticky. For instance, the header, the menu, the sidebar or any other block can be stuck at the desired position.

Icons / Google Developer Experts

• angular-techs-logos (⭐3) - Library of tech related icons.

Mixed utilities / Google Developer Experts

• angular-toolbox (⭐3) - A library that provides useful tools for Angular apps development.

Unspecified / Google Developer Experts

• ngx-ui - NGXUI from Omnedia is a collection of standalone components that you can simply install and use in your Angular projects. It primarily features components, blocks, and templates geared towards creating landing pages and user-facing marketing materials.

Misc Components / Google Developer Experts

• ng2-gauge (⭐53) - SVG gauge component for Angular.

Ionic / Google Developer Experts

• ionic-angular-library (⭐4) - A collection of components and services that are useful for developing Ionic Angular applications.

• IDEA-Ionic8-extra (⭐2) - IDEA's extra components and services built on Ionic 8, and distributed with different NPM packages.

40. Awesome Vite

Templates / React

• vite-template-react-ts-jest (⭐0) - React + TypeScript + Jest.

Framework-agnostic Plugins / Bundling

• vite-plugin-bundle-obfuscator (⭐3) - JavaScript obfuscator.

41. Awesome Iam

Authorization / Policy models

• Service-to-service authorization: A guide to non-user principals - Discover how assigning identities to services (non-user principals) can simplify authentication, enhance security, and streamline authorization in complex distributed systems. A useful guide for IAM teams managing microservices and APIs.

Authorization / ReBAC frameworks

• Permify (⭐3.5k) - Another open-source authorization as a service inspired by Google Zanzibar, and see how it compares to other Zanzibar-inspired tools.

Authorization / AWS policy tools

• An AWS IAM Security Tooling Reference - A comprehensive list of (maintained) tools for AWS IAM.

Authorization / Other tools

• Gubernator (⭐84) - High performance rate-limiting micro-service and library.

OAuth2 & OpenID / Other tools

• How to Implement a Secure Central Authentication Service in Six Steps - Got multiple legacy systems to merge with their own login methods and accounts? Here is how to merge all that mess by the way of OIDC.

• Authgear (⭐78) - Open-source authentication-as-a-service solution. It includes the code for the server, AuthUI, the Portal, and Admin API.

Trust & Safety / User Identity

• Facebook Dangerous Individuals and Organizations List - Some groups and content are illegal in some juridictions. This is an example of a blocklist.

42. Awesome Workflow Automation

Tools

• Pipedream - Review: Integrates APIs and data for powerful automation.

• Tray.io - Review: Provides a visual platform for connecting and automating business processes.

• Workato - Review: Focuses on enterprise automation with AI and machine learning capabilities.

• Automate.io - Review: Enables app integrations and automations for businesses.

• Tallyfy - Review: Streamlines and automates business processes with an easy-to-use interface.

• Parabola - Review: Allows non-coders to automate complex workflows and tasks.

Books

• Hyperautomation: A Business Guide to Navigating the Future with Robotic Process Automation.

• The Art of Automation: A Guide to Using Automation to Enhance Business Performance.

43. Awesome Opentofu

Learning / Helpers

• Migrating From Terraform To OpenTofu - Introduction to OpenTofu history and how to migrate.

Podcasts / Helpers

• Kubernetes Podcast - OpenTofu, with Ohad Maislish

44. Awesome Selfhosted

Software / Analytics

• Prisme Analytics - A privacy-focused and progressive analytics service based on Grafana. (Demo, Source Code (⭐16)) AGPL-3.0/MIT Docker

Software / Games - Administrative Utilities & Control Panels

• Kubek - Web management panel for Minecraft servers. (Source Code (⭐84)) GPL-3.0 Nodejs

Software / Miscellaneous

• MyIP ⚠ - All in one IP Toolbox. Easy to check what's your IPs, IP geolocation, check for DNS leaks, examine WebRTC connections, speed test, ping test, MTR test, check website availability and more. (Demo, Source Code (⭐5.7k)) MIT Nodejs/Docker

• Next: Aug 19 - Aug 25, 2024