Mendel Lab

ML.ai is an AI coding agent for VS Code, Cursor, desktop and your pull requests. It routes each step to the most cost-efficient model and shows every diff first. ML.ai is an AI coding agent that goes where your code goes. Use it inside VS Code and Cursor, in its own desktop app with no IDE required, from the terminal, or as a PR Reviewer that checks every pull request. Every surface runs on the same engine, with the same settings and the same memory of your repo. Most coding agents send every step to the same expensive frontier model. ML.ai hands each step to a focused agent and picks the most cost-efficient model that meets your quality bar, which typically cuts model spend by 30 to 45% on the same work. Explore reads and explains the codebase. Architect and Plan map the files, order of work and trade-offs. Only General can change code, and every edit or command waits for you to Allow or Deny it. The PR Reviewer summarizes each pull request, leaves line-level comments, and runs builds and tests before it recommends approve or request changes. It never merges on its own. Also included: reusable skills, background runs, MCP server support, a command safety classifier, and an access token that stays on your machine. ML.ai is a product of Pixis.ai, backed by SoftBank Vision Fund and General Atlantic.

AvantaGPT is an unrestricted AI platform built for developers, cybersecurity researchers, Linux users, and technical power users. AvantaGPT provides flexible AI assistance for coding, cybersecurity research, Linux development, debugging, automation, and complex technical workflows. Designed for users who want fewer restrictions and more control, AvantaGPT supports an OpenAI-compatible API and can integrate with tools such as OpenCode. Use it to analyze code, develop scripts, research vulnerabilities in authorized environments, troubleshoot systems, and work through complex technical problems. AvantaGPT is built around the idea that AI should fit into the tools and environments technical users already rely on.

AI codebase auditing and verified fixes delivered as human-reviewed GitHub pull requests. Hyrax is an AI-powered codebase analysis and improvement platform for engineering teams. It connects to GitHub, maps repository structure, and uses specialized agents to identify issues across security, correctness, performance, maintainability, architecture, and operations. Before reporting a problem, Hyrax writes a failing test to validate it. It then prepares a fix and checks it against the repository's tests, build, lint, and additional verification steps before proposing it as a pull request. Engineers review and merge every change; Hyrax does not merge autonomously.

AI co-programmer with GPT-4 access to a dev workstation for coding and DevOps tasks. Devassistant.ai is an AI co-programmer that provides GPT-4 access to a real development workstation, including command line and code editor access. It sets up an AWS instance and VS Code server, offering an interface to communicate with GPT-4 for tasks like AI DevOps, code addition/updates, and codebase analysis.

AI-powered programming assistant for code refactoring, testing, and explanation. Allyzio Copilot is an AI-powered programming assistant designed to enhance code quality and development productivity. It offers features like automatic code refactoring, unit test generation, intelligent code comments, and code explanations within popular IDEs such as VS Code and IntelliJ. It helps developers adhere to best programming practices, including design patterns and SOLID principles.

AI tool for developers to create websites and generate source code efficiently. AI Love Code is an AI tool designed to assist developers in creating stunning websites by efficiently generating source code.