agent-harness-generator vs conduit
agent-harness-generator: MetaHarness is a unique tool that acts as a factory for AI agent frameworks, generating custom, repo-aware agent harnesses from any GitHub repository or a blank slate. It provides a branded, npm-publishable package with a CLI, scoped memory, governance policy, and integration with various agent hosts like Claude Code and OpenAI Codex, all designed to run locally without external servers.; conduit: Conduit acts as a local Model Context Protocol (MCP) gateway, designed to drastically reduce token overhead when AI agents utilize multiple tools by consolidating server tools into a few meta-tools. It simplifies the setup and authentication of various services, allowing them to be configured once and used across all connected AI clients.
TL;DR
Creating a dedicated AI coding agent for a specific project or GitHub repository.
Reducing token costs and improving context window efficiency for AI agents using many tools.
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