Please explore the current project directory and create or update `AGENTS.md` in the project root so it accurately explains this repository to AI coding agents.

Requirements:

1. Analyze the project structure and identify key configuration files such as `package.json`, `tsconfig.json`, `pyproject.toml`, `Cargo.toml`, and similar files when they exist.
2. Understand the technology stack, build process, runtime architecture, and major entrypoints.
3. Identify how the code is organized, including the main modules, packages, or feature areas.
4. Discover project-specific development conventions, testing strategies, verification commands, and deployment or release workflows when they are present.
5. Review any existing `AGENTS.md` content before changing it, preserve accurate guidance, remove stale claims, and improve the file in place instead of replacing useful information blindly.

Output requirements for `AGENTS.md`:

- Write only what you can verify from the repository.
- Use the main natural language already used by the project docs and comments.
- Keep it concise, practical, and easy for an agent to follow.
- Prefer concrete commands, paths, and conventions over generic advice.

Useful sections usually include:

- Project overview
- Repository layout
- Build and run commands
- Testing and verification
- Code style or implementation conventions
- Security or operational notes