shamspias/
reins
shamspias/reinsHarnesses
A lightweight agent harness you bolt onto your app so an LLM can operate it — safely, and cheaply.
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A lightweight agent harness you bolt onto your app so an LLM can operate it — safely, and cheaply.
Multi-agent orchestration for Claude Code with 15-30% token optimization, self-improving agents, and automatic verification
A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs. It enables AI agents to run autonomously in cloud environments and interact with various systems securely.