Test connector outcomes against an assistant surrogate in CI
At a glance
A connector developer builds CATT to compare recorded tool activity with an assistant's claimed results. This workflow is listed under agent-testing, connectors, continuous-integration, outcome-validation.
CATT takes starting state, simulated approvals and success conditions for a service. It records tool calls and responses so developers can inspect outcome differences locally or in CI, with optional LLM backing.
Worth knowing
The Muse and Instinct profiles are unofficial surrogates. The tool labels behavioral assumptions as documented, unofficial, assumed or unknown.
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Nous Research shipped Hermes Agent v0.22.0 (Oct 13–14, "Threshold Release"): fresh desktop opens a guided setup on free nous/welcome with no API key; one-click llama.cpp local models; Connectors page for Gmail/Linear/Notion + MCP; 600 reviewed plugins; signed desktop (incl. Microsoft Store); codebase −34% lines with on-demand tools cutting schema tokens ~half.