Seed Phase Investment Opportunity 📈
Starting target for seed funding Full seed round target Strategic seed funding to build traction, validate our product, and prepare for scale. Sample 6-Month Budget Plan Category Monthly Spend 6-Month Total Product Development $4,500 $27,000 Marketing & Advertising $5,000 $30,000 Payroll $3,500 $21,000 Operations $2,000 $12,000 Miscellaneous $500 $3,000 Total $15,500 $93,000 Product Development (28%) SaaS platform enhancement AI workflow optimization Core feature development Marketing & Market Validation (23%) Paid advertising ($3K/month): Google, LinkedIn, X Content creation & branding ($1K/month) Market research & user testing Target: Business owners, developers, entrepreneurs Payroll (24%) Founder stipend ($2.5K/month) Contracted roles ($8K) Administrative support Part-time technical assistance Scale Preparation (20%) Infrastructure setup Team expansion Marketing initiatives Miscellaneous & Contingency (5%) Travel to investor meetings Contingency fund Unexpected costs Future Roadmap Q1 2025 Launch of private services. Deployment of solutions using private services. Q2 2025 Introduction of computing integration for select high-performance computing tasks. Q3 2025 Release of features for enhanced data visualization and decision-making. 2026 and Beyond Expansion into new markets and continued innovation in AI and machine learning technologies. Cognis-Digital.pdf
Strategic Partnership Opportunities 🤝
At Cognis Digital, we believe in the power of collaboration to drive innovation and create exceptional value for our clients. We're actively seeking forward-thinking partners who share our vision for digital transformation and technological excellence. SaaS Integration Partners We're seeking partnerships with innovative SaaS providers in: Cloud Infrastructure & Security Data Analytics & Business Intelligence Enterprise Resource Planning (ERP) Customer Relationship Management (CRM) Partners benefit from our established client base, technical expertise, and collaborative go-to-market strategies. Subscription Service Partners Perfect for established service providers looking to expand their market reach through: White-label Solutions Integration Co-branded Service Offerings Bundle Partnerships Joint Market Development We offer flexible revenue-sharing models and dedicated support for seamless service integration. Strategic Industry Partners We're actively seeking partnerships across key industries: Financial Services & FinTech Healthcare & MedTech Manufacturing & Industry 4.0 Retail & E-commerce Our LLLP arrangements provide structured frameworks for risk management, resource sharing, and mutual growth opportunities. By collaborating with innovative businesses, we aim to create a robust ecosystem of integrated solutions for our clients. Why Partner With Cognis Digital? Technology Integration Seamlessly integrate partner technologies to enhance our service offerings. Co-Marketing Opportunities Leverage combined marketing efforts to reach a wider audience. Joint Product Development Collaborate on new products and features to address evolving market needs. Shared Resources Pool expertise and resources to accelerate growth and innovation. Technical Excellence Access our team of certified experts and cutting-edge technological capabilities. Market Access Tap into our established client network and benefit from our strong market presence. Collaborative Growth Join our ecosystem of innovation and benefit from shared resources and expertise. Partnership Requirements Track Record Proven track record in B2B technology solutions with minimum 2 years of market presence Technical Standards SOC 2 compliance and established API infrastructure for seamless integration Financial Prerequisites Stable revenue growth and positive cash flow for sustainable partnership. $1-3M Floor Buyin Commitment Level Dedicated technical and business resources for partnership success 3-10 year commitment to team. Interested partners should be prepared to engage in a thorough evaluation process, including technical assessment, business model alignment, and compliance review. We prioritize partners who demonstrate innovation, reliability, and a shared commitment to delivering exceptional value to our clients.
Industry Insights 📖
Telecom Solutions Network Optimization We help telecom companies optimize networks for enhanced performance, improved customer experience, and reduced operational costs. Our innovative approach reinvents mobile networks through AI-driven optimization, predictive maintenance, and intelligent resource allocation. We collaborate with carriers to implement cutting-edge solutions that maximize network efficiency while minimizing operational overhead. 5G Transformation We provide strategic guidance and technical support to facilitate smooth transitions to 5G technology. Through strategic partnerships with major network providers, we enable seamless integration of next-generation infrastructure while maintaining existing services. Our expertise includes spectrum optimization, network slicing implementation, and infrastructure modernization strategies. Cloud-Based Solutions We offer cloud solutions enabling telecom companies to adopt agile infrastructure and scale operations efficiently. Our approach focuses on expanding internal operations through automated workflows, virtualized network functions (VNF), and scalable cloud architectures. We help providers modernize their core infrastructure while maintaining service reliability. Private Network Solutions We specialize in designing and implementing private networks for enterprises seeking dedicated connectivity solutions. Our private network offerings include customized 5G implementations, secure communication infrastructure, and dedicated spectrum solutions. We partner with leading equipment manufacturers to deliver end-to-end private network solutions that meet specific industry requirements. Cognis Digital offers advanced telecom solutions for businesses of all sizes. Our expertise encompasses network optimization, cloud-based telephony, and cybersecurity for telecom infrastructure. Financial Services Banking & Investment Comprehensive solutions for financial institutions, including online banking platforms and investment management systems. Access our AI-powered market intelligence reports featuring in-depth fundamental analysis, technical indicators, and real-time market sentiment data. Our expert teams deliver actionable insights through customized research reports and interactive dashboards. Insurance & Risk Management Streamlined processes for policy administration, claims management, and fraud detection in the insurance sector. Leverage our proprietary risk assessment models and predictive analytics tools. Our comprehensive reports include industry-specific risk metrics, market exposure analysis, and automated underwriting recommendations backed by machine learning algorithms. Wealth Management Customized platforms for portfolio management, investment analysis, and personalized financial planning. Access our premium research reports combining macroeconomic forecasts, sector analysis, and microeconomic indicators. Through strategic partnerships with leading data providers, we deliver comprehensive market intelligence enabling informed investment decisions. Our AI-driven tools help identify opportunities across global markets while maintaining your risk preferences. We provide cutting-edge solutions for financial institutions, including secure digital banking platforms, regulatory compliance, and data analytics for risk management. Cryptocurrency Solutions Multi-Chain Expertise Across Major Blockchains: We build and deploy applications across Ethereum, Bitcoin, Binance Smart Chain, Solana, Polygon, and more—ensuring your solution is not limited to a single ecosystem but thrives in a connected, interoperable Web3 environment. Full-Stack Blockchain Development with Modern Tech Stacks: We utilize industry-leading tools like web3.py, web3.js, ethers.js, solana-web3.js, and bitcoinlib to deliver seamless front-end, back-end, and smart contract integration across multiple blockchains. Cross-Chain Asset & Data Integration: Using robust libraries and protocols, we enable secure token swaps, bridging, and messaging across chains—empowering your platform with true cross-chain functionality and user flexibility. Multi-Language Development for Optimal Performance: We leverage the right language for each task—Python for scripting and backend services, JavaScript/TypeScript for dApps and APIs, Rust for high-performance Solana programs, Solidity for Ethereum smart contracts, and Go for scalable microservices—ensuring optimal speed, security, and maintainability. Unified Exchange Connectivity via ccxt: Our systems integrate with 100+ exchanges using ccxt (available in Python, JavaScript, and PHP), enabling real-time price feeds, arbitrage engines, and portfolio management tools across global markets. Advanced Cryptography Across Platforms: We implement secure key management, digital signatures, and encryption using Cryptography, pycryptodome, coincurve, and TweetNaCl—ensuring end-to-end security across all languages and blockchain networks. Future-Ready with Post-Quantum Resilience: We proactively integrate liboqs-python and explore quantum-resistant algorithms in critical components, helping future-proof your infrastructure against next-generation threats. End-to-End Wallet & Identity Solutions: From HD wallet generation and multisig support to non-custodial login with WalletConnect and OAuth2, we build secure, user-friendly access layers across chains and devices using standardized, audited libraries. Scalable Backend & On-Chain Coordination: Our full-stack approach connects decentralized smart contracts with high-performance APIs, message queues, and off-chain storage (IPFS, Arweave), creating responsive, production-grade dApps. Battle-Tested, Open-Source Foundations: Every component we build stands on actively maintained, community-audited libraries and frameworks—accelerating development, reducing risk, and ensuring long-term upgradeability across the entire blockchain stack. Cognis Digital delivers innovative solutions for the cryptocurrency sector, including secure exchanges, decentralized applications, and blockchain security. Artificial Intelligence Solutions Perception The process by which we interpret sensory information to form a meaningful understanding of the world around us. Vision and Reasoning Models. Augmented generation through programatic means of input. Attention The ability to selectively focus on certain stimuli while ignoring others, crucial for processing information effectively. Proprietary programmatic CRUD. Caching methodology and state management. Memory The faculty of the brain by which information is encoded, stored, and retrieved when needed, forming the basis of learning. Unlimited Context Length through file based augmented generation developed in 2021. Consciousness Our awareness of internal and external existence, a fundamental aspect of the human mind enabling subjective experience. The subconscious and conscious interplay. Emotion Complex psychological states involving subjective experience, physiological responses, and behavioral expressions that influence thought. Based on how the emotional and environmental stimuli inputed. Language Multilingual system, critical for thought, expression, and social interaction. Neurolinguistic machine learning scripts on the backend parsing and reiterating anything you give it. We develop AI-powered solutions for businesses across industries, including predictive analytics, automated customer service, and personalized marketing strategies. Retail Solutions E-commerce Solutions At Cognis Digital, we develop cutting-edge e-commerce platforms that deliver seamless, end-to-end online shopping experiences for our clients. Our solutions leverage the latest technologies and best practices to create intuitive, responsive, and highly scalable e-commerce ecosystems. From robust product catalogs and secure payment gateways to personalized recommendations and streamlined checkout processes, our e-commerce platforms are designed to drive increased sales, customer loyalty, and brand engagement. Omnichannel Integration In today's dynamic retail landscape, it's essential for businesses to seamlessly bridge their online and offline channels. Cognis Digital's omnichannel integration solutions enable our clients to provide a unified, consistent customer experience across all touchpoints. By synchronizing inventory, order management, and customer data, we empower our clients to offer a frictionless shopping journey, whether their customers are browsing products on a mobile device, visiting a physical store, or engaging through social media. Data-Driven Insights At the core of our e-commerce and omnichannel offerings are advanced data analytics capabilities. We leverage cutting-edge tools and techniques to gather, analyze, and extract valuable insights from customer behavior, sales patterns, and market trends. These data-driven insights enable our clients to make informed, strategic decisions, optimize their marketing campaigns, and deliver highly personalized experiences that resonate with their target audience. By harnessing the power of data, we help our clients stay ahead of the competition and drive sustainable growth in the digital age. Cognis Digital helps retailers enhance their operations through e-commerce platforms, inventory management systems, and personalized customer experiences. Healthcare Solutions Streamlining Operations Cognis Digital empowers healthcare providers with innovative digital solutions to optimize their operations. We leverage our expertise in Enterprise Resource Planning (ERP) to implement integrated systems that streamline administrative processes, improve efficiency, and reduce costs. Our solutions enhance patient management, scheduling, billing, and inventory control, while automating routine tasks and standardizing workflows across departments. By implementing smart workflow automation and real-time resource tracking, we help healthcare institutions minimize bottlenecks, reduce wait times, and optimize staff utilization. Improving Patient Care We understand the critical role technology plays in enhancing patient experiences and outcomes. Our Customer Relationship Management (CRM) solutions enable healthcare providers to build stronger patient relationships, improve communication, and personalize care plans. Through integrated communication systems and automated appointment reminders, we help reduce no-shows and improve patient engagement. Our telehealth platforms connect patients with healthcare professionals remotely, expanding access to quality care while streamlining internal workflows for medical staff. The seamless integration between departments ensures that patient information flows efficiently, reducing redundant data entry and potential errors. Leveraging Data Analytics We utilize data analytics to help healthcare organizations gain valuable insights into patient trends, identify potential risks, and optimize resource allocation. Our Data Analysis services assist in improving healthcare delivery by streamlining internal processes through predictive analytics and resource optimization. We develop AI-powered solutions that enhance patient diagnostics, predict potential health complications, and support personalized treatment plans, while simultaneously optimizing staff schedules, equipment utilization, and supply chain management. This data-driven approach enables healthcare institutions to make informed decisions that improve both operational efficiency and patient care quality. We provide secure and reliable healthcare solutions, including electronic health records, patient portal development, and data analytics for medical research. Transportation Solutions Streamlining Logistics At Cognis Digital, we empower transportation companies with robust digital solutions that optimize their operations and enhance overall efficiency. Our cutting-edge technologies and data-driven insights help our clients streamline their logistics, reduce costs, and improve service quality. Smart Mobility Solutions Recognizing the growing demand for innovative mobility solutions, we develop state-of-the-art platforms that cater to the needs of modern transportation. This includes ride-hailing applications that provide seamless, on-demand services, as well as real-time traffic management systems that help optimize the flow of vehicles and reduce congestion. Fleet Management Efficient fleet management is crucial for transportation companies to remain competitive. Our comprehensive solutions help our clients manage their fleets more effectively, enabling them to track vehicle performance, monitor driver behavior, and make data-driven decisions that reduce operational expenses and improve service delivery. Customer Experience At the heart of our offerings is a focus on enhancing the passenger experience. Through user-friendly mobile applications and real-time information systems, we empower travelers with the tools they need to plan their journeys, track their rides, and provide valuable feedback that helps our clients continuously improve their services. Cognis Digital assists transportation companies with fleet management systems, route optimization, and real-time tracking for efficient logistics.
Educational Resources 📚
Cognis Digital AI Learning Platform Cognis Digital is committed to empowering our users with knowledge. We offer a comprehensive suite of educational resources to help businesses and individuals maximize the potential of our AI-powered tools and services. Delve into the sections below to learn more about key concepts and industry-specific terminology. Data Automation Learn the essentials of automating data processes and connecting disparate sources. APIs (Application Programming Interfaces) APIs are the messengers of the web. They allow different software systems to talk to each other and exchange information. Think of them as waiters carrying orders between your table and the kitchen – in this case, the kitchen is another application’s data and functionality. They're crucial for data automation as they bridge the gaps between various platforms. Data Pipelines Imagine a system of pipes transporting water – a data pipeline is similar, but instead of water, it moves data. These pipelines automate the flow of data from different sources, transforming and refining it along the way before delivering it to its final destination, like a data warehouse or a business intelligence tool. Real-Time Insights Real-time insights are like having a live news feed for your business. They provide up-to-the-minute information about key metrics and performance indicators, enabling you to make quick, informed decisions based on the most current data. This is vital for staying agile and competitive. Data Warehousing A data warehouse is a central repository of integrated data from one or more disparate sources. Data warehouses store current and historical data in one single place and are used for creating analytical reports for knowledge workers throughout the enterprise. They're designed to support business intelligence (BI) activities, especially analytics. ETL (Extract, Transform, Load) ETL is a data integration process that combines data from multiple sources into a single, consistent format. It involves extracting data from source systems, transforming it to fit operational needs, and loading it into a target data warehouse or database. JSON (JavaScript Object Notation) JSON is a lightweight data-interchange format that's easy for humans and machines to read and write. It's commonly used for transmitting data between web applications and APIs. Webhooks Webhooks are user-defined HTTP callbacks that are triggered by specific events. They provide real-time notifications to applications, allowing them to respond to changes in data or system status automatically. They are often used in conjunction with APIs. Cloud Computing Cloud computing is the on-demand availability of computer system resources, especially data storage and computing power, without direct active management by the user. Large clouds, predominant today, often have functions distributed over multiple locations, each location being a data center. Data Governance Data governance is a collection of practices and processes which help to ensure the formal management of data assets throughout an organization. It involves a governing body or council, a defined set of procedures, and a plan to execute those procedures. Process Optimization Explore strategies and tools for streamlining workflows and maximizing efficiency. Workflow Analysis Before optimizing a process, you need to understand it. Workflow analysis involves dissecting a process into its individual steps, identifying bottlenecks, and finding opportunities for improvement. Think of it as a diagnostic check-up for your business operations. Bottlenecks Bottlenecks are points of congestion in a process that restrict flow and reduce efficiency. They’re like traffic jams in your workflow. Identifying and eliminating these bottlenecks is key to maximizing productivity. Automated Ecosystem An automated ecosystem is a network of interconnected tools and platforms that work together seamlessly. Information flows automatically between different systems, reducing manual intervention and boosting efficiency. It's like having a well-oiled machine where all the parts work in harmony. Business Process Management (BPM) BPM is a discipline involving methods, techniques, and tools to support the design, enactment, management, and analysis of operational business processes. BPM aims to improve business performance by managing and optimizing business processes. Robotic Process Automation (RPA) RPA uses software robots (bots) to emulate and integrate human actions within digital systems to execute a business process. RPA bots can interact with any application or system the same way people do—only faster, without breaks, and with 100% accuracy and compliance. Lean Principles Lean principles focus on maximizing value for the customer while minimizing waste in all its forms. This methodology emphasizes continuous improvement and efficiency in processes. Six Sigma Six Sigma is a data-driven approach to process improvement that aims to eliminate defects and reduce variability. It uses statistical methods to identify the root causes of problems and implement solutions. Agile Development Agile development is an iterative approach to software development and project management that emphasizes flexibility, collaboration, and customer satisfaction. It involves breaking down large projects into smaller, manageable increments called sprints. Kanban Kanban is a visual system for managing work as it moves through a process. It uses a Kanban board to visualize the workflow and track the progress of tasks. AI Agents Virtual Employees AI agents are essentially digital workers capable of performing tasks typically done by humans. They can handle repetitive processes, analyze data, and even interact with customers, freeing up your human workforce for more strategic initiatives. Continuous Learning One of the most remarkable features of AI agents is their ability to learn and adapt over time. Through machine learning algorithms, they continuously refine their performance, becoming more efficient and accurate as they process more data. This continuous learning loop enables them to adapt to your evolving business needs. Scalability The beauty of AI agents lies in their scalability. You can easily increase or decrease the number of agents based on your current demands. This flexibility allows you to adapt to changing workloads without the overhead of hiring and training new human employees. Workflow Integration Seamless integration of AI agents into existing workflows is key to successful automation. The agents should complement and enhance your current processes, not disrupt them. Proper integration ensures a smooth transition and maximizes the benefits of AI automation. Machine Learning (ML) ML is a subset of artificial intelligence (AI) that focuses on enabling computers to learn from data without explicit programming. Machine learning algorithms allow computers to identify patterns, make predictions, and improve their performance over time based on the data they are trained on. It is the engine behind many AI-powered applications, including AI agents. Natural Language Processing (NLP) NLP is a branch of AI that deals with the interaction between computers and human language. It enables computers to understand, interpret, and generate human language, allowing for more natural and intuitive communication between humans and machines. NLP plays a critical role in AI agents that interact with users through text or voice. Deep Learning Deep learning is a subfield of machine learning that uses artificial neural networks with multiple layers to extract higher-level features from raw data. It's particularly effective for complex tasks like image recognition and natural language processing. Computer Vision Computer vision is a field of AI that enables computers to "see" and interpret images and videos. This technology is used in a variety of applications, including object detection, facial recognition, and autonomous vehicles. Artificial General Intelligence (AGI) Artificial general intelligence (AGI) is the hypothetical intelligence of a machine that has the capacity to understand, learn, and apply its intelligence to a wide range of tasks, similar to a human being. As of 2023, AGI remains largely theoretical and has not yet been achieved. Turing Test The Turing test, developed by Alan Turing in 1950, is a test of a machine's ability to exhibit intelligent behavior equivalent to, or indistinguishable from, that of a human. Turing proposed that a human evaluator would judge natural language conversations between a human and a machine designed to generate human-like responses. Platforms Node.js - Async non-blocking event-driven JavaScript runtime built on Chrome's V8 JavaScript engine. Cross-Platform - Writing cross-platform code on Node.js. Frontend Development iOS - Mobile operating system for Apple phones and tablets. Android - Mobile operating system developed by Google. IoT & Hybrid Apps Electron - Cross-platform native desktop apps using JavaScript/HTML/CSS. Cordova - JavaScript API for hybrid apps. React Native - JavaScript framework for writing natively rendering mobile apps for iOS and Android. Xamarin - Mobile app development IDE, testing, and distribution. Linux Containers eBPF - Virtual machine that allows you to write more efficient and powerful tracing and monitoring for Linux systems. Arch-based Projects - Linux distributions and projects based on Arch Linux. AppImage - Package apps in a single file that works on various mainstream Linux distributions. macOS - Operating system for Apple's Mac computers. Screensavers Apps Open Source Apps watchOS - Operating system for the Apple Watch. JVM Salesforce Amazon Web Services Windows - Consumer desktop operating system. PowerToys Run Plugins - Community plugins for the Windows quick launcher. IPFS - P2P hypermedia protocol. Fuse - Mobile development tools. Heroku - Cloud platform as a service. Raspberry Pi - Credit card-sized computer aimed at teaching kids programming, but capable of a lot more. Qt - Cross-platform GUI app framework. WebExtensions - Cross-browser extension system. Smart TV - Create apps for different TV platforms. GNOME - Simple and distraction-free desktop environment for Linux. KDE - A free software community dedicated to creating an open and user-friendly computing experience. .NET Core Roslyn - Open-source compilers and code analysis APIs for C# and VB.NET languages. Amazon Alexa - Virtual home assistant. DigitalOcean - Cloud computing platform designed for developers. Flutter - Google's mobile SDK for building native iOS and Android apps from a single codebase written in Dart. Home Assistant - Open source home automation that puts local control and privacy first. IBM Cloud - Cloud platform for developers and companies. Firebase - App development platform built on Google Cloud. Robot Operating System 2.0 - Set of software libraries and tools that help you build robot apps. Adafruit IO - Visualize and store data from any device. Cloudflare - CDN, DNS, DDoS protection, and security for your site. Actions on Google - Developer platform for Google Assistant. ESP - Low-cost microcontrollers with WiFi and broad IoT applications. Deno - A secure runtime for JavaScript and TypeScript that uses V8 and is built in Rust. DOS - Operating system for x86-based personal computers that was popular during the 1980s and early 1990s. Nix - Package manager for Linux and other Unix systems that makes package management reliable and reproducible. Integration - Linking together different IT systems (components) to functionally cooperate as a whole. Node-RED - A programming tool for wiring together hardware devices, APIs, and online services. Low Code - Allowing business professionals to address their needs on their own with little to no coding skills. Capacitor - Cross-platform open source runtime for building Web Native apps. ArcGIS Developer - Mapping and location analysis platform for developers. Bluetooth Low Energy - Low-power wireless communication protocol ideal for IoT, wearables, and other battery-powered applications. Uno Platform - Open-source .NET UI platform for building cross-platform apps. Google Cloud - Cloud computing services by Google. Programming Languages JavaScript Promises Standard Style - Style guide and linter. Must Watch Talks Tips Network Layer Micro npm Packages Mad Science npm Packages - Impossible sounding projects that exist. Maintenance Modules - For npm packages. npm - Package manager. AVA - Test runner. ESLint - Linter. Functional Programming Observables npm scripts - Task runner. 30 Seconds of Code - Code snippets you can understand in 30 seconds. Ponyfills - Like polyfills but without overriding native APIs. Swift - Apple's compiled programming language that is secure, modern, programmer-friendly, and fast. Education Playgrounds Python - General-purpose programming language designed for readability. Asyncio - Asynchronous I/O in Python 3. Scientific Audio - Scientific research in audio/music. CircuitPython - A version of Python for microcontrollers. Data Science - Data analysis and machine learning. Typing - Optional static typing for Python. MicroPython - A lean and efficient implementation of Python 3 for microcontrollers. Rust Pest - Parser generator. Haskell PureScript Go Scala Scala Native - Optimizing ahead-of-time compiler for Scala based on LLVM. Ruby Clojure ClojureScript Elixir Elm Erlang Julia - High-level dynamic programming language designed to address the needs of high-performance numerical analysis and computational science. Lua C C/C++ - General-purpose language with a bias toward system programming and embedded, resource-constrained software. R - Functional programming language and environment for statistical computing and graphics. Learning D Common Lisp - Powerful dynamic multiparadigm language that facilitates iterative and interactive development. Learning Perl Groovy Dart Java - Popular secure object-oriented language designed for flexibility to "write once, run anywhere". RxJava Kotlin OCaml ColdFusion Fortran PHP - Server-side scripting language. Composer - Package manager. Pascal AutoHotkey AutoIt Crystal Frege - Haskell for the JVM. CMake - Build, test, and package software. ActionScript 3 - Object-oriented language targeting Adobe AIR. Eta - Functional programming language for the JVM. Idris - General purpose pure functional programming language with dependent types influenced by Haskell and ML. Ada/SPARK - Modern programming language designed for large, long-lived apps where reliability and efficiency are essential. Q# - Domain-specific programming language used for expressing quantum algorithms. Imba - Programming language inspired by Ruby and Python and compiles to performant JavaScript. Vala - Programming language designed to take full advantage of the GLib and GNOME ecosystems, while preserving the speed of C code. Coq - Formal language and environment for programming and specification which facilitates interactive development of machine-checked proofs. V - Simple, fast, safe, compiled language for developing maintainable software. Zig - General-purpose programming language and toolchain for maintaining robust, optimal, and reusable software. Move - Domain-specific programming language for writing safe smart contracts. Esolangs - Programming languages designed for experimentation or as jokes rather than actual use. Front-End Development ES6 Tools Web Performance Optimization Web Tools CSS - Style sheet language that specifies how HTML elements are displayed on screen. Critical-Path Tools Scalability Must-Watch Talks Protips Frameworks React - JavaScript library for building user interfaces. Relay - Framework for building data-driven React apps. React Hooks - Lets you use state and other React features without writing a class. Web Components Polymer - JavaScript library to develop Web Components. Angular - App framework. Backbone - App framework. HTML5 - Markup language used for websites & web apps. SVG - XML-based vector image format. Canvas KnockoutJS - JavaScript library. Dojo Toolkit - JavaScript toolkit. Inspiration Ember - App framework. Android UI iOS UI Meteor BEM Flexbox Web Typography Web Accessibility Material Design D3 - Library for producing dynamic, interactive data visualizations. Emails jQuery - Easy to use JavaScript library for DOM manipulation. Tips Web Audio Offline-First Static Website Services Cycle.js - Functional and reactive JavaScript framework. Text Editing Motion UI Design Vue.js - App framework. Marionette.js - App framework. Aurelia - App framework. Charting Ionic Framework Chrome DevTools PostCSS - CSS tool. Draft.js - Rich text editor framework for React. Service Workers Progressive Web Apps choo - App framework. Redux - State container for JavaScript apps. Browserify - Module bundler. Sass - CSS preprocessor. Ant Design - Enterprise-class UI design language. Less - CSS preprocessor. WebGL - JavaScript API for rendering 3D graphics. Preact - App framework. Progressive Enhancement Next.js - Framework for server-rendered React apps. lit - Library for building web components with a declarative template system. JAMstack - Modern web development architecture based on client-side JavaScript, reusable APIs, and prebuilt markup. WordPress-Gatsby - Web development technology stack with WordPress as a back end and Gatsby as a front end. Mobile Web Development - Creating a great mobile web experience. Storybook - Development environment for UI components. Blazor - .NET web framework using C#/Razor and HTML that runs in the browser with WebAssembly. PageSpeed Metrics - Metrics to help understand page speed and user experience. Tailwind CSS - Utility-first CSS framework for rapid UI development. Seed - Rust framework for creating web apps running in WebAssembly. Web Performance Budget - Techniques to ensure certain performance metrics for a website. Web Animation - Animations in the browser with JavaScript, CSS, SVG, etc. Yew - Rust framework inspired by Elm and React for creating multi-threaded frontend web apps with WebAssembly. Material-UI - Material Design React components for faster and easier web development. Building Blocks for Web Apps - Standalone features to be integrated into web apps. Svelte - App framework. Design systems - Collection of reusable components, guided by rules that ensure consistency and speed. Inertia.js - Make single-page apps without building an API. MDBootstrap - Templates, layouts, components, and widgets to rapidly build websites. Master CSS - A virtual CSS language with enhanced syntax. Hydrogen - Edge-first framework for building Shopify storefronts with React. Tiny JS - Frontend libraries that fit into 2 kB with dependencies. Frontend GIS - Geographic Information Systems (GIS) for web browsers. Back-End Development Flask - Python framework. Docker Vagrant - Automation virtual machine environment. Pyramid - Python framework. Play1 Framework CakePHP - PHP framework. Symfony - PHP framework. Education Laravel - PHP framework. Education TALL Stack - Full-stack development solution featuring libraries built by the Laravel community. Rails - Web app framework for Ruby. Gems - Packages. Phalcon - PHP framework. Useful .htaccess Snippets nginx - Web server. Dropwizard - Java framework. Kubernetes - Open-source platform that automates Linux container operations. Lumen - PHP micro-framework. Serverless Framework - Serverless computing and serverless architectures. Apache Wicket - Java web app framework. Vert.x - Toolkit for building reactive apps on the JVM. Terraform - Tool for building, changing, and versioning infrastructure. Vapor - Server-side development in Swift. Dash - Python web app framework. FastAPI - Python web app framework. CDK - Open-source software development framework for defining cloud infrastructure in code. IAM - User accounts, authentication and authorization. Slim - PHP framework. Fiber - Web framework built on top of Fasthttp, the fastest HTTP engine for Go. Kustomize - Kubernetes native declarative configuration management tool. OpenTofu - Open-source infrastructure as code tool. Reflex - Python web framework for building both your frontend and backend with no JavaScript. Computer Science University Courses Data Science Tutorials Machine Learning Tutorials ML with Ruby - Learning, implementing, and applying Machine Learning using Ruby. Core ML Models - Models for Apple's machine learning framework. H2O - Open source distributed machine learning platform written in Java with APIs in R, Python, and Scala. Software Engineering for Machine Learning - From experiment to production-level machine learning. AI in Finance - Solving problems in finance with machine learning. JAX - Automatic differentiation and XLA compilation brought together for high-performance machine learning research. XAI - Providing insight, explanations, and interpretability to machine learning methods. Speech and Natural Language Processing Spanish NLP with Ruby Question Answering - The science of asking and answering in natural language with a machine. Natural Language Generation - Generation of text used in data to text, conversational agents, and narrative generation applications. Linguistics Cryptography Papers - Theory basics for using cryptography by non-cryptographers. Computer Vision Deep Learning - Neural networks. TensorFlow - Library for machine intelligence. TensorFlow.js - WebGL-accelerated machine learning JavaScript library for training and deploying models. TensorFlow Lite - Framework that optimizes TensorFlow models for on-device machine learning. Papers - The most cited deep learning papers. Education Deep Vision Open Source Society University Functional Programming Empirical Software Engineering - Evidence-based research on software systems. Static Analysis & Code Quality Information Retrieval - Learn to develop your own search engine. Quantum Computing - Computing which utilizes quantum mechanics and qubits on quantum computers. Theoretical Computer Science - The interplay of computer science and pure mathematics, distinguished by its emphasis on mathematical rigour and technique. Conversational AI - Build awesome chatbots and digital assistants. Generative AI - Automatically generate a wide range of unique content in text, image and audio format. Big Data Big Data Public Datasets Hadoop - Framework for distributed storage and processing of very large data sets. Data Engineering Streaming Apache Spark - Unified engine for large-scale data processing. Qlik - Business intelligence platform for data visualization, analytics, and reporting apps. Splunk - Platform for searching, monitoring, and analyzing structured and unstructured machine-generated big data in real-time. Network Analysis Theory Papers We Love Talks Algorithms Education - Learning and practicing. Algorithm Visualizations Artificial Intelligence Search Engine Optimization Competitive Programming Math Recursion Schemes - Traversing nested data structures. Audit Algorithms - Algorithmic audits of algorithms. AGI & CoCoSci - The reciprocation of Artificial General Intelligence (AGI) and Computational Cognitive Sciences (CoCoSci). Complex Systems - The scientific field studying systems with multiple interacting parts and emergent properties. VLM Architectures - Vision Language Model architectures. Books Free Programming Books Go Books R Books Mind Expanding Books Book Authoring Elixir Books Editors Sublime Text Vim Neovim - Vim-fork focused on extensibility and usability. Emacs Atom - Open-source and hackable text editor. Visual Studio Code - Cross-platform open-source text editor. IDEs Git clients Assistants Web-based IDE extensions Command-line Desktop Shell assistants Agents PR agents App generators UI generators Snippet generators Documentation Foundation models OpenAI plugins Search Testing IDEs Cursor — An IDE with chat, edit, generate and debug features. Forked from VSCodium, so the interface is similar to VS Code. Uses OpenAI. PearAI — An open source fork of VS Code with chat and inline code generation. Melty — An open source fork of VS Code with built in chat, change previews, and ability to write commits with AI. Currently only source code is available. Replit — Web-based IDE with cloud developer environments, code completion, chat, a software development agent and deployments. Mutable — Web-based IDE, integrated with a chatbot and GitHub. CodeStory — An IDE with chat, code explanations, auto-generated commits and PR summaries. Forked from VSCodium. UI Pilot — Chat-based AI code editor that creates forms using Material UI, using GPT-4. GitWit — Web-based editor for building ReactJS applications with AI. Windsurf — An IDE with chat, edit, generate and debug features. Forked from VSCodium, so the interface is similar to VS Code. Built by Codeium. Theia IDE — An extensible open-source IDE (web and desktop) providing AI-powered features like chat, code completion, terminal assistance and custom agents using arbitrary LLMs. Built on Theia AI, a platform designed to enable the creation of custom, AI-powered tools and IDEs. OneCompiler — A free AI Powered online compiler supporting over 70 languages, including Java, Python, MySQL, C++, and HTML, for writing, running, and sharing code. trae - Trae is an adaptive AI IDE that transforms how you work, collaborating with you to run faster.Git Clients GitBrain — Git client that simplifies the git workflow. Splits code changes, generates summaries & commit messages for code changes. Uses OpenAI. GitButler — Git client for simultaneous branches on top of your existing workflow. Defaults to OpenAI, can be changed to Perplexity for generating conventional commit messages. Web-based Replit Ghostwriter Chat — Assistant built into Replit with chat, proactive debugging, and autocomplete. Uses OpenAI for chat and replit-code-v1-3b (OS) for autocomplete. Unblocked — Augment source code with relevant existing knowledge in GitHub, Slack, Jira, Confluence, and more. Get answers through chat and IDE file-level context. Available on web, macOS, Slack, VSCode, and JetBrains IDE's. Sourcegraph Cody — Assistant with chat, refactoring, and unit test generation. Extensions for VS Code and IntelliJ. Also available as a web app. Magnet — Web-based chatbot with repositories and issues as context. Adrenaline — Web-based chatbot using AI and ASTs to answer questions about your codebase. CodeSquire — Chrome extension that adds autocomplete to Google Colab, BigQuery, and JupyterLab. Incognito Pilot — Open source assistant with built-in Python editor and interpreter. Onboard — Chat with an AI about public and private codebases. Code to Flow — Visualize, analyze, and understand code with interactive flowcharts. Pieces — An on-device copilot that helps you capture, enrich, and reuse code, streamline collaboration, and solve complex problems through a contextual understanding of your workflow. Wren AI - SQL AI Agent to get results and insights faster by asking questions without writing SQL, and it's open-source! TEXT2SQL.AI — AI-powered SQL query builder. Translate, explain and fix complex SQL queries using plain English. SQLAI.ai — AI generates, fixes, explains and optimizes SQL queries. Ability to add your own database schema and train AI to understand it. CodeWP — AI chat and coding tools specifically trained for WordPress developers. AI code generation for code snippets and plugins in WordPress. Gru.ai — An AI developer can help you solve technical problems and tackle daily coding tasks, such as building algorithms, debug issues, test solutions, answer programming questions, etc. IDE extensions GitHub Copilot — A VS Code extension with chat, pull request text generation, and unit test generation. Cline — Autonomous coding agent for VS Code that can create/edit files, execute commands, and use the browser with user permission. Supports multiple AI providers including OpenRouter, Anthropic, OpenAI, Google Gemini, AWS Bedrock, Azure, and GCP Vertex. Refact AI Source — Open source assistant with chat, completion, refactoring, and codebase-specific fine-tuning. Extensions for VS Code and JetBrains. Codeium — Assistant with autocomplete, natural language search and chat. Extensions for 21 editors including VS Code, JetBrains, Neovim, Vim, Emacs, Eclipse, PyCharm, and Xcode. Enterprise version includes codebase-specific fine-tuning. Continue — VS Code extension with chat, refactor, and code generation. Edits multiple files and runs commands on your behalf. Blackbox AI — VS Code extension with autocomplete and chat including links to online coding references. CodeGeeX — Open source assistant based on the CodeGeeX LLM with chat, completion, and refactoring. Extensions for 9 editors including VS Code, and PyCharm. Quack AI — VS Code extension for adhering to project coding guidelines. Tabby — Open source, self-hosted code completion assistant. Extensions for VS Code and Vim. Tabnine (Source) — Open source, self-hosted code completion assistant. Extensions for 15 editors including VS Code, IntelliJ, Neovim, Eclipse, and PyCharm. CodeMate — VS Code extension for debugging and optimizing code. AskCodi — AI coding assistant with extensions for VS Code, JetBrains and Sublime Text. Rubberduck — Open source, chat assistant for the Visual Studio Code side bar. CodeComplete — Self hosted, enterprise completion assistant. JetBrains AI — AI assistant available in all JetBrains IDEs. aiXcoder — Local or cloud-based assistant with extensions for IntelliJ IDEA, CLion, GoLand, PyCharm, WebStorm, Visual Studio Code, and Eclipse. Sourcery — AI assistant and linter with a reference of 160 Python best practices and 40+ JS/TS best practices. Extensions for VS Code, PyCharm, vim and Sublime. Swimm — Assistant for contextual code understanding using static analysis and AI generated documentation. VSCode, Jetbrains, IntelliJ, WebStorm, Rider, PhpStorm, Android Studio, PyCharm, PhPStorm Supermaven — VS Code extension for autocomplete with 300,000-token context window. Amazon Q Developer — AI coding assistant with extensions for IDEs such as VS Code, IntelliJ IDEA, AWS Cloud9 and CLIs such as MacOS Terminal, iTerm2, built-in VS Code Terminal. CodeWhisperer can also scan code to highlight and define security issues. (formerly Amazon CodeWhisperer) Android Studio Bot — Studio Bot is an AI powered coding assistant that is tightly integrated in Android Studio. Studio Bot can help Android developers generate code, find relevant resources, learn best practices, and save time. IBM watsonx Code Assistant for Z — watsonx Code Assistant for Z is an AI-powered mainframe application modernization product with code generation. Features include application discovery and analysis, automated code refactoring and COBOL to Java conversion. EasyCode — VS Code extension with GPT-4 chat. Command-line talk-codebase — CLI chatbot with repository as context. Supports OpenAI as well as locally running LLMs via GPT4All. gptcomet - CLI tool to help you generate commit message and review changes. Support mutiple providers and languages. Desktop Pieces — AI-enabled desktop application and browser extension designed to assist developers in enhancing productivity. Shell assistants AskCommand — Web based tool to generate Unix commands from text automatically using AI. Butterfish — CLI tool that embeds ChatGPT in your shell for easy access. Includes simple agentic capabilities. Shell Whiz — highly configurable CLI assistant to generate shell commands and get explanations for them. GitFluence — Web-based Git command generator to automatically generate Git commands for terminal or CLI from text description, using an AI-driven solution to suggest the most relevant Git commands. code-collator — CLI tool that creates a single markdown file that describes your entire codebase to language models. Useful for AI-coding assistance from the Claude/ChatGPT web interface rather than via the API. Agents Smol Developer — CLI agent that generates a repository from a prompt. Uses OpenAI and Anthropic. Aider — CLI assistant and agent that generates changes and commits to repositories. Uses OpenAI. Blinky — A debugging agent for VS Code that helps to identify and fix backend errors, inspired by SWE-agent. Mentat — CLI assistant and agent that makes changes to repositories. GPT Engineer — CLI agent that generates a repository from a prompt, and asks clarifying questions. GPT Migrate — CLI agent that converts a full-stack application from one language or framework to another. Uses GPT-4 32k context. Grit — GitHub-integrated agent for automating maintenance tasks and other development work. DemoGPT — Auto Gen-AI App Generator with the Power of Llama 2 DevOpsGPT — DevOpsGPT: AI-Driven Software Development Automation Solution Second.dev — A platform for adding features to full-stack apps. Factory — Agents for code generation. Waitlisted. sudocode — A web based chat assistant for generating projects, similar to Code Interpreter. CodeFlash AI — A CLI and CI tool for optimizing Python code using AI. Micro Agent by Builder — An AI agent that writes and fixes code for you. Fine — AI Dev Environment for automating mundane work. Integrate GitHub, Sentry, Linear. Get context-aware answers to questions. Plan, design and implement changes. Automate self-healing CI/CD. Potpie — Open Source AI Agents for your codebase in minutes. Use pre-built agents for Q&A, Testing, Debugging and System Design or create your own purpose-built agents. PR agents Greptile - AI bot that reviews PRs in GitHub/Gitlab with full context of the codebase. EntelligenceAI - AI powered code reviews for Github and Gitlab that improves over time based on user comments Sweep — AI junior dev: GitHub integration to generate, test, and self-review pull requests from issues. Codegen — GPT-4 based PR agent for enterprise codebases. Code Review GPT — An open source tool for reviewing PRs. Works as GitHub action, Gitlab CLI or locally. Codeium PR Agent — Open source tool for automated code reviews. Nova — CI bot to add actions such as summaries and tests to new PRs. CodeRabbit — Customizable CI to add summaries and code suggestions to PRs. SwePT — Open source PR generator written in 150 lines of Python code. Duckie — A web based chat assistant for modifying GitHub repositories. PR Explainer Bot — A GitHub integration that adds explanatory text to newly created PRs. Goast — A hosted tool that ingests your error logs and suggests fixes. Corgea — A GitHub integration that finds and fixes vulnerable code. vx.dev — A GitHub integration focused on UI generation with built in support for shadcn, lucide, and nivo charts. Pixee — Pixeebot finds security and code quality issues in your code and creates merge-ready pull requests with recommended fixes. CodeAnt AI — Automatically create PRs to fix code issues. What The Diff — AI-powered app that reviews the diff of pull requests and writes a descriptive comment about the changes in plain english. Trag — AI powered code reviews with pre-defined instructions and patterns. CodeReviewBot — AI powered code reviews for GitHub Callstack.ai Code Reviewer — AI-powered PR reviewer for GitHub, designed to identify bugs, security issues, and performance bottlenecks. App generators Pico — End-to-end micro app generator with instant deployment. Co.dev — AI-powered app development platform that helps build and deploy full-stack applications. SoftGen — AI-powered software generation platform for building Web Apps. LlamaCoder — Open source code generation model for building applications using Opensource LLMs. e2b_Fragments — Platform for building and deploying AI-powered applications with sandboxed environments. Bolt.new — AI-powered web development agent that allows you to prompt, run, edit, and deploy full-stack applications directly in the browser using WebContainers. Supports npm packages, Node.js servers, and third-party APIs. Bolt.diy — Open source version of Bolt.new that supports multiple LLM providers including Groq, Anthropic, Ollama, OpenRouter, Gemini, LMStudio, Mistral, xAI, HuggingFace, DeepSeek Srcbook — TypeScript-centric app development platform with an AI app builder and TypeScript notebook. Lovable — AI-powered full-stack app development platform that converts natural language descriptions or designs into fully functional applications with built-in deployment and GitHub integration. Literally anything — HTML and JavaScript web app generator. GPT Web App Generator — Generates a full-stack React/Node.js/Prisma/Wasp app from a short description. Make Real — Online canvas that can be used to generate HTML/JavaScript apps. Marblism — Generate a SaaS boilerplate from a prompt. Glowbom — Generate apps with AI and export to multiple platforms. Mage — Generate full-stack web apps in Wasp, React, Node.js and Prisma. ScrollHub — Generate and publish websites using the Scroll programming language. UI generators v0 — Create and iterate new UI components in your browser. Rendition Create — Create and iterate new UI components in your browser. Rapidpages — Open source UI generator. Magic Patterns — Protoype your product ideas. UI generator website where you can prompt, upload images, or import design inspiration with their Chrome Extension. Can export to Figma with a plugin. Supports a number of component systems including Shadcn, ChakraUI, and HTML + Tailwind. Tempo — WYSIWYG editor for React interfaces. Kombai — AI Tool for generating frontend code from Figma. CodeParrot — VS code plugin to generate Frontend code from Figma. Reuses existing components, libraries and coding standards to generate code which fits perfectly with your existing codebase. All without any prompting. Galileo AI — A text-to-UI platform. Waitlist. Uizard — Generate multi-screen mockups from text prompts and edit them with a drag-and-drop editor. Scan screenshots of apps or hand-drawn wireframes and transform them into editable app mockups. Frontly — Convert the uploaded image to HTML CSS code. BoringUi — Create beautiful UI using your JSON data. The generated UI is in HTML and Tailwind CSS with code which can be copied and UI can be shared with anyone using links. Polymet — Create and iterate product design easily. Polymet helps teams create user interfaces and prototypes without any design experience, provides production-ready front-end code. Snippet generators CodePal — A web tool for quickly generating or refactoring code. AI Code Convert — A web tool for translating code between programming languages. AI Code Playground — A web tool for refactoring and improving code. AutoRegex — AutoRegex uses OpenAI's GPT-3 to produce regular expressions from plain English. Documentation Trelent — A VS Code extension to generate docstrings. Uses proprietary models. DiagramGPT — DiagramGPT is a free AI-based web app that converts a schema, infrastructure definition, code snippet or plain language description into diagrams. The tool can generate flow charts, entity relationship diagrams, cloud architecture diagrams and sequence diagrams. DocuWriter.ai — AI-powered web app to generate automated Code & API documentation from your source code files. README-AI — Automated README.md file generator, powered by large language model APIs. Supacodes — An AI tool that automates writing & updating code documentation in Github CodexAtlas — Automated code and API documentation using latest AI models Code generation Magic — Company promising two products, an assistant and LTM-1, an underlying foundation model trained on code. Waitlist. Poolside — Company building code generation models through reinforcement learning. Visual Copilot — Figma plugin that converts designs into clean, responsive code for multiple frameworks and CSS libraries. LlamaCoder — Open source code generation model fine-tuned on code. OpenAI plugins ChatWithGit — Enables ChatGPT to search GitHub and return links to relevant repositories. Code ChatGPT Plugin — Open source example of a ChatGPT plugin that pulls context from a directory of files. Search Bloop — Natural language search for repositories. Buildt — Natural language search for repositories. Waitlist. SeaGOAT — A local search tool leveraging vector embeddings to search your codebase semantically. Testing OctoMind — Auto-maintenance and generated browser-based end-to-end-tests integrated into Github Actions, Azure DevOps and more. Traceloop — Uses OpenTelemetry tracing data with generative AI to improve system reliability. Carbonate — End-to-end testing using natural language. Integrates into your existing test suite (currently Jest, PHPUnit and Python's unittest). Meticulous.ai — Automatically generated, automatically maintained end-to-end tests: as your app evolves so does your test suite. DiffBlue — Automatically generated unit tests for Java. Qodo — Non-trivial test generation with support for major programming languages. Extensions for VS Code and JetBrains. (formerly Codium) DeepUnit — Thoughtful test cases and generation of complete unit test files. Available as an interactive VS Code extension, npm package, CLI or CI/CD pipeline. MutahunterAI — Accelerate developer productivity and code security by finding vulnerabilities in code and generating tests for them. Open Source and available as a CLI or CI/CD pipeline. KushoAI — AI agent for API testing which transforms your Postman collections, OpenAPI specs, curl commands, etc. into exhaustive test suites that plug into your CI/CD pipeline. Test Gru — Provides enterprise-level unit test automation services. Gaming Game Development Game Talks Godot - Game engine. Open Source Games Unity - Game engine. Chess LÖVE - Game engine. PICO-8 - Fantasy console. Game Boy Development Construct 2 - Game engine. Gideros - Game engine. Minecraft - Sandbox video game. ComputerCraft - Minecraft mod that adds programmable computers. Game Datasets - Materials and datasets for Artificial Intelligence in games. Haxe Game Development - A high-level strongly typed programming language used to produce cross-platform native code. libGDX - Java game framework. PlayCanvas - Game engine. Game Remakes - Actively maintained open-source game remakes. Flame - Game engine for Flutter. Discord Communities - Chat with friends and communities. CHIP-8 - Virtual computer game machine from the 70s. Games of Coding - Learn a programming language by making games. Esports - Video games played as a sport. Learn Gamedev - The craft of video game creation. Game Engine Development - Building software to speed up game creation. GameMaker - Game engine. Game Production - Leading the process of designing, developing, testing and distributing a video game from concept to release. Babylon.js - Game engine for cross-platform web and native game development. Development Environment Quick Look Plugins - For macOS. Dev Env Dotfiles Shell Fish - User-friendly shell. Command-Line Apps ZSH Plugins GitHub - Hosting service for Git repositories. Browser Extensions Cheat Sheet Pinned Gists - Dynamic pinned gists for your GitHub profile. Git Cheat Sheet & Git Flow Git Tips Git Add-ons - Enhance the git CLI. Git Hooks - Scripts for automating tasks during git workflows. SSH FOSS for Developers Hyper - Cross-platform terminal app built on web technologies. PowerShell - Cross-platform object-oriented shell. Alfred Workflows - Productivity app for macOS. Terminals Are Sexy GitHub Actions - Create tasks to automate your workflow and share them with others on GitHub. Entertainment Science Fiction - Scifi. Fantasy Podcasts Email Newsletters IT Quotes Databases Database MySQL SQLAlchemy InfluxDB Neo4j MongoDB - NoSQL database. RethinkDB TinkerPop - Graph computing framework. PostgreSQL - Object-relational database. CouchDB - Document-oriented NoSQL database. HBase - Distributed, scalable, big data store. NoSQL Guides - Help on using non-relational, distributed, open-source, and horizontally scalable databases. Database Tools - Everything that makes working with databases easier. TypeDB - Logical database to organize large and complex networks of data as one body of knowledge. Cassandra - Open-source, distributed, wide column store, NoSQL database management system. TDengine - An open-source time-series database with high-performance, scalability, and SQL support. Supabase - An open-source alternative to Firebase. PocketBase - An open-source, Go-based backend in one file. Neon - An open-source alternative to AWS Aurora. Media Fonts Codeface - Text editor fonts. Stock Resources GIF - Image format known for animated images. Music Open Source Documents Audio Visualization Broadcasting Pixel Art - Pixel-level digital art. FFmpeg - Cross-platform solution to record, convert and stream audio and video. Icons - Downloadable SVG/PNG/font icon projects. Audiovisual - Lighting, audio and video in professional environments. VLC - Cross-platform media player software and streaming server. Learn CLI Workshoppers - Interactive tutorials. Learn to Program Speaking Tech Videos Dive into Machine Learning Computer History Programming for Kids STEAM - Supplements for specific science, technology, engineering, arts, and math (STEAM) courses across all grade levels. Educational Games - Learn while playing. JavaScript Learning CSS Learning - Mainly about CSS – the language and the modules. Product Management - Learn how to be a better product manager. Roadmaps - Gives you a clear route to improve your knowledge and skills. YouTubers - Watch video tutorials from YouTubers that teach you about technology. Hackathon - Running fun and productive hackathons. Certificates - Free computer science certifications to showcase your knowledge. Security Application Security Security CTF - Capture The Flag. Cyber Security University - Free educational resources that focus on learning by doing. Malware Analysis Android Security Hacking Hacking Spots Honeypots - Deception trap, designed to entice an attacker into attempting to compromise the information systems in an organization. Incident Response Vehicle Security and Car Hacking Web Security - Security of web apps & services. Lockpicking - The art of unlocking a lock by manipulating its components without the key. Cybersecurity Blue Team - Groups of individuals who identify security flaws in information technology systems. Fuzzing - Automated software testing technique that involves feeding pseudo-randomly generated input data. Embedded and IoT Security GDPR - Regulation on data protection and privacy for all individuals within EU. DevSecOps - Integration of security practices into DevOps. Executable Packing - Packing and unpacking executable formats. Malware Persistence - Techniques that adversaries use to keep access to systems across restarts. EVM Security - Understanding the Ethereum Virtual Machine security ecosystem. Password Cracking - The process of recovering passwords from data that has been stored in or transmitted by a system in scrambled form. Security Card Games - Train your skills and discuss various security topics. Suricata - Intrusion detection/prevention system and network security monitoring engine. Prompt Injection - A type of vulnerability that specifically targets machine learning models. Detection Engineering - Design, build, and operate detective cybersecurity controls. Annual Security Reports - Exploring cybersecurity trends, insights, and challenges. Content Management Systems Umbraco Refinery CMS - Ruby on Rails CMS. Wagtail - Django CMS focused on flexibility and user experience. Textpattern - Lightweight PHP-based CMS. Drupal - Extensible PHP-based CMS. Craft CMS - Content-first CMS. Sitecore - .NET digital marketing platform that combines CMS with tools for managing multiple websites. Silverstripe CMS - PHP MVC framework that serves as a classic or headless CMS. Directus - A real-time API and app dashboard for managing SQL database content. Plone - Open source Python CMS. Hardware Robotics Internet of Things Electronics - For electronic engineers and hobbyists. Bluetooth Beacons Electric Guitar Specifications - Checklist for building your own electric guitar. Plotters - Computer-controlled drawing machines and other visual art robots. Robotic Tooling - Free and open tools for professional robotic development. LIDAR - Sensor for measuring distances by illuminating the target with laser light. Open Hardware - Open-source hardware projects. ADS-B - Technology broadcasting aircraft's identity, position, and data periodically. Flying FPV - Open hardware and software related to drones / UAVs. Business Open Companies Places to Post Your Startup OKR Methodology - Goal setting & communication best practices. Indie - Independent developer businesses. Tools of the Trade - Tools used by companies on Hacker News. Clean Tech - Fighting climate change with technology. Wardley Maps - Provides high situational awareness to help improve strategic planning and decision making. Social Enterprise - Building an organization primarily focused on social impact that is at least partially self-funded. Engineering Team Management - How to transition from software development to engineering management. Developer-First Products - Products that target developers as the user. Billing - Payments, invoicing, pricing, accounting, marketplace, fraud, and business intelligence. Engineering Strategy - How to design and execute engineering strategies for tech leadership. Work Slack - Team collaboration. Communities Remote Jobs Productivity Niche Job Boards Programming Interviews Code Review - Reviewing code. Creative Technology - Businesses & groups that specialize in combining computing, design, art, and user experience. Internships - CV writing guides and companies that hire interns. Networking Software-Defined Networking PCAPTools Real-Time Communications - Network protocols for near simultaneous exchange of media and data. SNMP - A protocol for collecting, modifying, and organizing information about managed devices on IP networks. Scapy - Python-based interactive packet manipulation. Decentralized Systems Bitcoin - Bitcoin services and tools for software developers. Ripple - Open source distributed settlement network. Non-Financial Blockchain - Non-financial blockchain applications. Mastodon - Open source decentralized microblogging network. Ethereum - Distributed computing platform for smart contract development. Blockchain AI - Blockchain projects for artificial intelligence and machine learning. EOSIO - A decentralized operating system supporting industrial-scale apps. Corda - Open source blockchain platform designed for business. Waves - Open source blockchain platform and development toolset for Web 3.0 apps and decentralized solutions. Substrate - Framework for writing scalable, upgradeable blockchains in Rust. Golem - Open source peer-to-peer marketplace for computing resources. Stacks - A smart contract platform secured by Bitcoin. Algorand - An open-source, proof of stake blockchain and smart contract computing platform. ZeroNet - A decentralized web-like network of peer-to-peer users. Cosmos SDK - Modular framework for building app-specific blockchains in Go. Tor - A free overlay network for enabling anonymous communication. Health and Social Science Biomedical Information Extraction - How to extract information from unstructured biomedical data and text. Computational Neuroscience - A multidisciplinary science which uses computational approaches to study the nervous system. Diversity - Creating a more inclusive and diverse tech community. Digital History - Computer-aided scientific investigation of history. Empathy in Engineering - Building and promoting more compassionate engineering cultures. Healthcare - Open source healthcare software for facilities, providers, developers, policy experts, and researchers. Humane Technology - Open source projects that help improve society. Mental Health - Mental health awareness and self-care in the software industry. Neuroscience - Study of the nervous system and brain. Digital Humanities - Software for humanities scholars using quantitative or computational methods. Lucid Dreams - A dream where one becomes aware they are dreaming. Events Creative Tech Events - Events around the globe for creative coding, tech, design, music, arts and cool stuff. Events in Italy - Tech-related events in Italy. Events in the Netherlands - Tech-related events in the Netherlands. Testing Testing - Software testing. Visual Regression Testing - Ensures changes did not break the functionality or style. Selenium - Open-source browser automation framework and ecosystem. Appium - Test automation tool for apps. TAP - Test Anything Protocol. JMeter - Load testing and performance measurement tool. k6 - Open-source, developer-centric performance monitoring and load testing solution. Playwright - Node.js library to automate Chromium, Firefox and WebKit with a single API. Quality Assurance Roadmap - How to start & build a career in software testing. Gatling - Open-source load and performance testing framework based on Scala, Akka, and Netty. Miscellaneous Scientific Writing - Distraction-free scientific writing with Markdown, reStructuredText and Jupyter notebooks. JSON - Text based data interchange format. GeoJSON Datasets CSV - A text file format that stores tabular data and uses a comma to separate values. Discounts for Student Developers Radio Awesome - Recursion illustrated. Analytics REST Continuous Integration and Continuous Delivery Services Engineering Free for Developers Answers - Stack Overflow, Quora, etc. Sketch - Design app for macOS. Boilerplate Projects Readme GitHub Wiki - Comprehensive documentation on GitHub beyond README. Design and Development Guides Software Engineering Blogs Self Hosted FOSS Production Apps Gulp - Task runner. AMA - Ask Me Anything. Answers Open Source Photography OpenGL - Cross-platform API for rendering 2D and 3D graphics. GraphQL Urban & Regional Planning - Concerning the built environment and communities. Transit Research Tools Data Visualization Microservices Unicode - Unicode standards, quirks, packages and resources. Code Points Beginner-Friendly Projects Katas Tools for Activism Citizen Science - For community-based and non-institutional scientists. MQTT - "Internet of Things" connectivity protocol. For Girls Vorpal - Node.js CLI framework. Vulkan - Low-overhead, cross-platform 3D graphics and compute API. LaTeX - Typesetting language. Economics - An economist's starter kit. Funny Markov Chains Bioinformatics Cheminformatics - Informatics techniques applied to problems in chemistry. Colorful - Choose your next color scheme. Steam - Digital distribution platform. Bots - Building bots. Site Reliability Engineering DTrace - Dynamic tracing framework. Userscripts - Enhance your browsing experience. Pokémon - Pokémon and Pokémon GO. ChatOps - Managing technical and business operations through a chat. Falsehood - Falsehoods programmers believe in. Domain-Driven Design - Software development approach for complex needs by connecting the implementation to an evolving model. Quantified Self - Self-tracking through technology. SaltStack - Python-based config management system. Web Design - For digital designers. Creative Coding - Programming something expressive instead of something functional. No-Login Web Apps - Web apps that work without login. Free Software - Free as in freedom. Framer - Prototyping interactive UI designs. Markdown - Markup language. Dev Fun - Funny developer projects. Magento 2 - Open Source eCommerce built with PHP. TikZ - Graph drawing packages for TeX/LaTeX/ConTeXt. Ad-Free - Ad-free alternatives. Prometheus - Open-source monitoring system. Homematic - Smart home devices. Ledger - Double-entry accounting on the command-line. Web Monetization - A free open web standard service that allows you to send money directly in your browser. Uncopyright - Public domain works. Crypto Currency Tools & Algorithms - Digital currency where encryption is used to regulate the generation of units and verify transfers. Open Source Supporters - Companies that offer their tools and services for free to open source projects. Design Principles - Create better and more consistent designs and experiences. Theravada - Teachings from the Theravada Buddhist tradition. inspectIT - Open source Java app performance management tool. Open Source Maintainers - The experience of being an open source maintainer. Calculators - Calculators for every platform. Captcha - A type of challenge–response test used in computing to determine whether or not the user is human. Jupyter - Create and share documents that contain code, equations, visualizations and narrative text. FIRST Robotics Competition - International high school robotics championship. Speakers - Conference and meetup speakers in the programming and design community. Board Games - Table-top gaming fun for all. Software Patreons - Fund individual programmers or the development of open source projects. Parasite - Parasites and host-pathogen interactions. Food - Food-related projects on GitHub. Bitcoin Payment Processors - Start accepting Bitcoin. Scientific Computing - Solving complex scientific problems using computers. Amazon Sellers Agriculture - Open source technology for farming and gardening. Product Design - Design a product from the initial concept to production. Prisma - Turn your database into a GraphQL API. Software Architecture - The discipline of designing and building software. Connectivity Data and Reports - Better understand who has access to telecommunication and internet infrastructure and on what terms. Stacks - Tech stacks for building different apps and features. Cytodata - Image-based profiling of biological phenotypes for computational biologists. IRC - Open source messaging protocol. Advertising - Advertising and programmatic media for websites. Earth - Find ways to resolve the climate crisis. Naming - Naming things in computer science done right. Web Archiving - An effort to preserve the Web for future generations. WP-CLI - Command-line interface for WordPress. Credit Modeling - Methods for classifying credit applicants into risk classes. Ansible - A Python-based, open source IT configuration management and automation platform. Biological Visualizations - Interactive visualization of biological data on the web. QR Code - A type of matrix barcode that can be used to store and share a small amount of information. Veganism - Making the plant-based lifestyle easy and accessible. Translations - The transfer of the meaning of a text from one language to another. Scriptable - An iOS app for automations in JavaScript. WebXR - Enables immersive virtual reality and augmented reality content on the web. Computational Geometry - Computational approaches for problems in geometry. OpenStreetMap - An open data mapping project utilized by many apps and devices. Computational Biology - Computational approaches applied to problems in biology. Read the Docs - Example documentation projects to inspire and help bootstrap new documentation projects. Quarto - Scientific and technical open-source publishing system built on Pandoc. Biological Image Analysis - Interpreting biological phenomena using images. ChatGPT - Artificial intelligence chatbot developed by OpenAI. Whisper - Open-source AI-powered speech recognition system developed by OpenAI. Stock Trading - Purchase and sale of equities of publicly traded companies with the aim of generating profits. Steam Deck - A handheld gaming computer developed by Valve. Astrophotography - Photography of astronomical objects, celestial events, or areas of the night sky. HPC - High Performance Computing. Geocaching - Outdoor treasure-hunting activity that uses GPS-enabled devices. Regex - Specialized language for matching patterns in text. Event-Driven Architecture - A software architecture approach where services collaborate by publishing and subscribing to events. Permacomputing - Resilient and regenerative computing practices inspired by permaculture. Related All Awesome Lists - All the Awesome lists on GitHub. Awesome Search - Quick search for Awesome lists. StumbleUponAwesome - Discover random pages from the Awesome dataset using a browser extension. Awesome CLI - A simple command-line tool to dive into Awesome lists. Awesome Viewer - A visualizer for all of the above Awesome lists. Track Awesome List - View the latest updates of Awesome lists.