Qoder is an AI tool designed to leverage enhanced context engineering and adaptive memory for real software development. It functions as an AI-powered coding assistant capable of understanding deep architectural insights of the codebase, offering context-aware completions, performing inline chat with code, and utilizing tools to automate coding tasks. Developers describe their tasks in specifications, and Qoder's agents autonomously execute the planning, coding, and testing asynchronously, enabling faster, high-quality software delivery with fewer iterations.

Generate Project README using LangGraph is an AWS sample tool showcasing how to build AI-powered documentation generators with LangGraph, an innovative graph-based AI workflow framework. It traverses your project files, understands code structures, dependencies, and usage patterns, then automatically generates a clear, organized README in Markdown. By integrating LangGraph’s customizable nodes, developers define workflows that extract module descriptions, code examples, installation instructions, and contribution guidelines. The output supports multiple templates for different languages and frameworks. Users can extend the workflow with custom prompts, connectors, and template engines. This sample streamlines onboarding for new contributors, ensures consistent documentation across repositories, and can be integrated into CI/CD pipelines to auto-update READMEs on code changes.