agents

1. creator
   • creates different phases by exploring the codebase
2. planner
   • implements the phases one by one
3. reviewer
   • not only file reviewer but also implementations
4. coder (NEW)
   • a cli coding assistant like gemini-cli

more about it

• the agents have access to a bunch of tools like search_codebase, grep, read_file, write_file, diff_edit_file, global_file_search, list_dir, run_terminal_cmd
• they use this to gather context and perform the best actions
• on cli startup all the files are indexed into the vector db.
• this creates embeddings for all .ts code, chunks it intelligently with tree-sitter for better search quality, and stores everything in Pinecone.
• making search_codebase blazing fast for finding similar code patterns across your entire codebase.
• additionally, human in the loop for running terminal commands and applying diffs.

features

• uses langgraph for agent orchestration
• setup langsmith for observability
• in memory conversation saver

demo

• cli based access to the project
• for demo purposes, a quick frontend was vibecoded — you can check out the demo video here: link

how to run

• npm install --legacy-peer-deps
• npm run dev