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The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
💫 Toolkit to help you get started with Spec-Driven Development
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
Spec-driven development (SDD) for AI coding assistants.
💫 Industrial-strength Natural Language Processing (NLP) in Python
Hundreds of models & providers. One command to find what runs on your hardware.
A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.
🚀 The fast, Pythonic way to build MCP servers and clients.
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Create technical specifications using AI-driven workflows.