TinyAgents – a Rust based recursive LLM harness
Orchestrates recursive LLM agents in Rust when LangGraph dominates Python.
Write commit messages, explain commands, turn English into shell — small composable CLI tools backed by an LLM. Local by default (no API key) or any cheap hosted model.
Replaces grep, sed, and jq with pipeable local LLM commands that actually fit the Unix philosophy.
Terminal-centric developers and DevOps engineers
ShellGenie · Warp · GitHub Copilot CLI
Orchestrates recursive LLM agents in Rust when LangGraph dominates Python.
Seventy-two pipeable commands like lxgrep and lxcommit run locally via Ollama with no API keys.
Offline AI memory that learns without LLM calls—Hebbian decay plus vectorization beats mem0 architecture.
Yet another LLM SDK when async-openai and llm-chain already exist.
A 44KB suite replacing standard coreutils by ditching libc and heap entirely.
Python FFI bridge via PyO3 is clever, but tool-calling frameworks are crowded.