SCOUT-2 provides a modular architecture for building autonomous agents powered by large language models. It includes goal decomposition, task planning, an execution engine, and a feedback-driven reflection module. Developers define a top-level objective, and SCOUT-2 automatically generates a task tree, dispatches worker agents for execution, monitors progress, and refines tasks based on outcomes. It integrates with OpenAI APIs and can be extended with custom prompts and templates to support a wide range of workflows.

Pierce is an AI-powered goal assistant designed to help you achieve your goals. It offers clear, personalized action plans, breaks down your goals into manageable daily tasks, keeps you motivated with regular check-ins, provides curated tips and resources, and serves as an accountability buddy available 24/7. Developed with techniques backed by Neuroscientists from King's College London, Pierce ensures you have the structure and support needed to succeed.