TDD coding agent

A context-aware AI agent that orchestrates analytics workflows. It detects intent (Strategy vs. SQL), assesses confidence to ask clarifying questions, and uses self-healing loops to enforce strict output schemas.

An installable LLM Orchestrator Framework for AI Agents with Fallback Architecture and Pointer Pattern.

LION — Language for Intelligent Orchestration Networks. Composable Unix-style pipes for multi-agent AI deliberation. Multiple AI brains discuss, challenge, and build together. Works from any terminal. Native Claude Code integration via hooks, works with any CLI-based AI agent.