The article explores whether combining a command-line agent (like Claude Code or Gemini CLI) with Unix-like file system tools and SemTools is sufficient for complex tasks, particularly document search. It details a benchmark testing the limits of coding agents with and without SemTools, focusing on search, cross-referencing, and temporal analysis. The conclusion is that CLI access is powerful and SemTools enhances agent capabilities for document search and RAG.
Atlassian announces Rovo Dev CLI, an agentic AI coding experience for developers in the command line, offering code understanding, development acceleration, Atlassian ecosystem integration, security features, and extensibility. It achieves state-of-the-art results on the SWE-bench benchmark.
Lightweight coding agent that runs in your terminal, allowing chat-driven development with the power to execute code and manipulate files.
SuperCoder is a coding agent that runs in your terminal, offering features like code search, project structure exploration, code editing, bug fixing, and integration with OpenAI or local models.
