deepagents cli vs claude code vs codex cli vs vscode copilot vs genmini cli

https://docs.langchain.com/oss/python/deepagents/cli

 

Deep Agents CLI

Interactive command-line interface for building with Deep Agents

A terminal interface for building agents with persistent memory. Agents maintain context across sessions, learn project conventions, and execute code with approval controls.The Deep Agents CLI has the following built-in capabilities:

•  File operations - read, write, and edit files in your project with tools that enable agents to manage and modify code and documentation.
•  Shell command execution - execute shell commands to run tests, build projects, manage dependencies, and interact with version control systems.
•  Web search - search the web for up-to-date information and documentation (requires Tavily API key).
•  HTTP requests - make HTTP requests to APIs and external services for data fetching and integration tasks.
•  Task planning and tracking - break down complex tasks into discrete steps and track progress through the built-in todo system.
•  Memory storage and retrieval - store and retrieve information across sessions, enabling agents to remember project conventions and learned patterns.
•  Human-in-the-loop - require human approval for sensitive tool operations.