Coding & Development

KorPro is a multi-cloud Kubernetes resource optimization platform designed to help teams identify and eliminate wasted cloud spend. It offers a lightweight, read-only agent that scans clusters across GCP, AWS, and Azure to detect unused resources like ConfigMaps, Secrets, PVCs, Deployments, and Services. The platform provides detailed cost estimates for each orphaned resource, enabling significant monthly and yearly savings. KorPro features a modern web UI with interactive dashboards, health scores, and efficiency metrics, along with a REST API for integration into existing workflows. It supports both direct and transitive orphan detection, ensuring comprehensive waste recovery without requiring cluster admin access.

Deep-Learning-TensorFlow is a GitHub repository offering a collection of pre-built Deep Learning algorithms implemented with the TensorFlow library. This package is designed as a command-line utility, enabling users to quickly train and evaluate popular Deep Learning models. It can also serve as a benchmark or baseline for comparing custom models and datasets. The repository includes implementations for Convolutional Networks, Restricted Boltzmann Machines, Deep Belief Networks, Deep Autoencoders, Denoising Autoencoders, Stacked Denoising Autoencoders, and MultiLayer Perceptrons. It also supports Logistic Regression. The package can be installed via pip as 'yadlt' or by cloning the GitHub repository, and it features a scikit-learn-like interface for ease of use.

FEC AI provides AI-driven software solutions and consulting services, specializing in helping businesses prepare for AI implementation. Their core offering involves a thorough assessment of a company's infrastructure, data flow, systems, processes, data gathering methods, and overall data readiness. This crucial step aims to prevent project failures, wasted costs, and broken workflows often associated with skipping proper AI readiness evaluations. FEC AI offers expertise in areas such as Industrial Solutions, Quality Assurance, AI Knowledge Management, AI Supply Chain, AI Inventory Management, and AI Automated Maintenance. They position themselves as an International Canadian AI Consultant focused on increasing benefits for their clients.

Appwrite is an open-source development platform designed to streamline the creation of web, mobile, and AI applications. It consolidates backend infrastructure and web hosting into a single solution, allowing development teams to build, deploy, and scale applications efficiently without integrating numerous disparate services. Appwrite offers core functionalities such as secure user authentication with various login methods, scalable structured data storage, secure file storage with encryption and transformations, serverless functions for custom backend logic, multi-channel messaging, and integrated web app hosting with Git integration. It is available as a managed cloud platform and can also be self-hosted, providing flexibility for developers to reduce repetitive backend work and accelerate product development.

keras-mmoe provides a TensorFlow Keras implementation of the "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" paper (KDD 2018). This open-source repository offers a Python 3.6 implementation, also compatible with Python 2.7, making it accessible for various development environments. It includes an example demo for running the model with the census-income dataset from UCI, which is the same dataset used in Section 6.3 of the original paper. The code is well-documented and designed for easy extension, encouraging contributions from the community for performance improvements, benchmark accuracy, and training on other public datasets. This tool is ideal for developers and researchers working on deep learning and multi-task learning applications.

devops-ai-guidelines is a comprehensive resource designed to guide DevOps engineers through their AI journey, from initial AI tool usage to becoming an AI Infrastructure Architect. The repository offers structured learning paths, practical tips, and enterprise guidelines for implementing AI safely and effectively within teams and organizations. It covers a wide range of topics including building MCP servers with Golang and Kubernetes, creating AI agents with LangChain, and leveraging AI for AWS infrastructure management and project management. The resource also includes strategies for career acceleration, interview preparation, and daily productivity tips, making it a valuable asset for individuals and teams looking to integrate AI into their DevOps practices.

ormGPT is an open-source Object-Relational Mapper (ORM) that leverages OpenAI's capabilities to convert natural human language into executable SQL queries. This tool simplifies database interactions by allowing users to describe their data needs in plain English, German, French, Spanish, Polish, Italian, Dutch, Portuguese, Ukrainian, Arabic, Chinese, Japanese, Korean, Turkish, and many more languages. It currently supports popular database dialects such as MySQL, PostgreSQL, and SQLite. Developers can easily integrate ormGPT into their projects using npm, yarn, or pnpm, providing a flexible solution for generating and executing SQL based on natural language input.

node-tensorflow is an open-source project offering a NodeJS API for Google's powerful machine learning library, TensorFlow. This initiative focuses on making TensorFlow's capabilities readily accessible to JavaScript developers within the NodeJS environment, prioritizing both performance and stability. Currently in its early design stages, the project actively seeks contributions, particularly from individuals with C++ knowledge, to accelerate its development. It leverages SWIG for interfacing the C++ core API with Node.js bindings, with a roadmap that includes integrating Python API features like Optimizers and Tensor Transformations. The goal is to evolve into a robust Node.js API for end-users, enabling them to build and control TensorFlow computation graphs directly from Node.js.

Agently-Daily-News-Collector is an open-source project designed to showcase an automated daily news collecting workflow. Powered by the Agently AI application development framework, this tool allows users to input a topic and automatically generate a multi-column news briefing. The workflow includes searching, shortlisting, browsing, summarizing, and assembling stories into a final report, which is saved as Markdown. It features structured output contracts for clearer interfaces, built-in search and browse tools, and environment-aware settings for easy model configuration. The project emphasizes a clean app/workflow/tools/prompts split, enabling true concurrency in processing columns and summaries through TriggerFlow for efficient news collection.

ANTsPy is a powerful Python library that wraps the well-established C++ ANTs (Advanced Normalization Tools) framework, providing blazing-fast medical image processing capabilities. It enables users to perform advanced operations such as image registration, segmentation, and statistical learning. The library also includes functions for efficient reading and writing of medical images, as well as tools to create publication-ready visualizations. For those interested in deep learning, ANTsPyNet is available for training and visualizing deep learning models on medical imaging datasets. It supports installation via pre-compiled binaries or building from source, making it accessible for various development environments.

Voicee AI is a comprehensive platform designed to empower domain-first professionals and organizations with practical AI fluency. It offers three core components: the AI Academy, providing practical AI capability for real work without coding; the AI Education Forum, a cross-sector network for connecting with the AI ecosystem and driving adoption; and the AI Buildathon, a platform for showcasing practical AI skills and connecting talent with opportunities. Voicee AI focuses on responsible AI use, practical application in workflows, and is built for non-coders and non-IT teams. It aims to help organizations surface talent, accelerate AI adoption, and hire for the AI economy.

wer_are_we is an open-source project dedicated to tracking the state-of-the-art and recent research results in speech recognition. It functions as a dynamic bibliography, compiling and presenting performance metrics (such as Word Error Rate or WER) for various models across different datasets like LibriSpeech, WSJ, Hub5'00, TED-LIUM, and CHiME. The project details the architectures, training methodologies, and published papers associated with each result, offering a valuable resource for researchers and practitioners to compare and understand advancements in the field. Users are encouraged to contribute corrections and updates, fostering a collaborative environment for maintaining an accurate and up-to-date overview of speech recognition progress.

DeepReg is a freely available, community-supported open-source toolkit designed for research and education in medical image registration using deep learning. It is built on TensorFlow 2 for efficient training and rapid deployment of models. The toolkit implements major unsupervised and weakly-supervised algorithms, along with their combinations and variants, focusing on growing and diverse clinical applications. All DeepReg Demos utilize openly accessible data, and it offers simple built-in command-line tools that require minimal programming. DeepReg operates under the Apache 2.0 license, promoting an open, permissible, and research-and-education-driven environment.

New.Website is an AI-powered website builder designed to simplify website creation and management through a conversational interface. Users can leverage artificial intelligence to build and maintain their online presence without extensive coding knowledge. The platform includes features such as form creation, enabling users to easily gather information from their visitors, and an integrated Content Management System (CMS) for efficient content organization and updates. Additionally, it provides automated notifications to keep users informed. However, it is important to note that New.Website is currently not accepting new customers, indicating a potential shift in its operational status or business model.

SherloqData is an AI-powered data agent designed to streamline SQL interactions for data professionals. It integrates directly into your SQL editor, providing context-aware assistance to generate, fix, and modify SQL queries. The tool helps users build an AI-ready SQL repository from their real work, offering features like knowledge management, version control for queries, and team permissions. It aims to eliminate generic code by feeding the AI chat with your specific SQL context, making it easier to write correct JOINs, find tables and fields, and extract logic. SherloqData works as a plugin, importing existing queries without complex integrations, and is SOC2 compliant, ensuring data security.

MyIP is a comprehensive, open-source IP Toolbox designed for detailed network analysis and diagnostics. It enables users to easily view their local and public IP addresses, perform IP geolocation lookups, and conduct essential network tests such as DNS leak detection and WebRTC connection examination. The tool also includes speed tests, ping tests, and MTR tests to assess network performance and connectivity. Additionally, MyIP offers website availability checks, WHOIS searches for domain and IP information, MAC lookups, and browser fingerprint analysis. It supports multiple languages, dark mode, a minimalist mobile-optimized mode, and PWA installation, making it a versatile solution for network professionals and users concerned with their online privacy and connectivity.

STUDIO is a versatile no-code design platform that empowers users to create stunning portfolio websites, landing pages, and various other web projects with ease. It emphasizes creative freedom, allowing designers and creatives to bring their visions to life without writing a single line of code. The platform is designed to be intuitive, adapting seamlessly to different screen sizes for optimal viewing on both desktop and mobile devices. STUDIO focuses on a minimalist design approach, ensuring content is centered, highly visible, and easily navigable, thereby boosting creativity and productivity for its users.

picoGPT offers an exceptionally small and minimal implementation of the GPT-2 model, built entirely in plain NumPy. Designed primarily for educational purposes, it distills the core functionality of GPT-2 into a highly concise codebase, with the entire forward pass implemented in approximately 40 lines of code. While it prioritizes readability and minimalism over performance, it serves as an excellent resource for developers and students looking to understand the fundamental architecture of GPT-2 without the complexity of larger frameworks. It includes OpenAI's BPE Tokenizer and utilities to download and load GPT-2 model weights, allowing users to experiment with different model sizes.

PerfAgents offers a unified performance test orchestration platform designed to simplify distributed performance testing. It allows users to run scalable, distributed JMeter tests from a single control plane, providing real-time visibility into user impact during load tests. The platform integrates control, visibility, and intelligence, enabling synchronized execution of UI validation alongside load tests. PerfAgents focuses on proactive performance intelligence, helping teams understand performance beyond basic metrics by correlating load activity with UI flows to identify critical slowdowns. It supports increasing load and execution intensity instantly using cloud infrastructure and offers continuous synthetic monitoring for critical paths.

Tesollo is a robotics company that designs and manufactures advanced robotic grippers and automation solutions. Their core offerings include the Delto Gripper series, which features multi-joint robotic hands optimized for handling diverse objects, including irregularly shaped items. Tesollo also provides comprehensive robotic automation systems, such as picking solutions (DS-PICK) and palletizing solutions (DS-PAL), aimed at improving efficiency and value in industrial settings. The company emphasizes innovative technology to solve complex customer problems and drive human-centered innovation and sustainable growth in the robotics sector. Tesollo's products are designed for durability and maintainability, with modular designs like the DG-3F gripper.

asm-dude is a Visual Studio extension designed to enhance the assembly programming experience by offering syntax highlighting and code completion. The latest iteration, AsmDude2, is built around a Language Server Protocol (LSP) and a lightweight Visual Studio extension specifically for VS2022. It supports a wide range of architectures including x86, x64, SSE, AVX, AVX2, Xeon-Phi (Knights Corner), and AVX-512 instructions, along with Masm and Nasm directives. Key features include code descriptions on hover, signature help, and syntax highlighting within the disassembly window. While some features from the older AsmDude are still being ported, it aims to provide a robust environment for assembly developers.

artyom.js is a robust and constantly updated open-source JavaScript library that wraps the webkitSpeechRecognition and speechSynthesis APIs. It enables developers to integrate voice control, voice commands, speech recognition, and speech synthesis into their web applications. Key features include quick recognition of voice commands, easy addition of dynamic commands, smart commands with wildcards and regular expressions, and the ability to convert voice to text. The library supports synthesizing large blocks of text and works on both desktop browsers and mobile devices. It offers support for multiple languages and provides options for continuous listening, soundex algorithm for accuracy, and a remote command processor. Developers can create custom voice assistants similar to Siri, Google Now, or Cortana within their websites.

Awesome-World-Models is an open-source repository that serves as a curated list of academic papers focused on world models. This resource is invaluable for researchers and academics interested in general video generation, embodied AI, and autonomous driving. The repository not only lists relevant papers but also includes links to associated code implementations and related websites, making it a comprehensive hub for staying updated on the latest advancements in these fields. Its open-source nature encourages community contributions, ensuring the list remains current and extensive. This tool is particularly useful for those looking to quickly find and organize research materials, facilitating literature reviews and project development in complex AI domains.

Infolytx specializes in providing custom AI solutions and development services to businesses across various industries, including healthcare, retail, manufacturing, and fintech. They leverage proprietary AI accelerators and products like OptiLine™ for assembly line optimization, OptiCheck™ for automated fabric inspection, and MediCoder AI™ for precision diagnostic coding. The company focuses on delivering immediate value with minimized risk, ensuring rapid development and deployment from concept to market. Infolytx emphasizes a client-centric approach with a 'Delivery Guarantee,' promising to fix issues or waive invoices if agreed-upon success metrics are not met. Their experienced team of data scientists, AI/ML engineers, and software developers are dedicated to solving complex business problems with tailored AI applications.