Productivity · harness

iFixAi

Independent auditor for AI agents that runs a system-under-test through fixture scenarios and grades its mistakes and blind spots with a paired judge model. Ships suites for security, reliability, compliance, and frontier themes; wire any agent by implementing one send_message provider.

Connects to: Anthropic, OpenAI, Gemini, custom providers · · Apache-2.0 11,060★

Use it with an AI agent

Loadbay is an MCP server, so an agent can search the catalog and find this harness:

claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp