optimize-cortex-agent

What problem does it solve?

Automatically orchestrates an end-to-end optimization workflow for Snowflake Cortex Agents, enabling teams to diagnose, improve, and productionize agent behavior with structured phase-gated processes and evidence-driven changes.

Core Features & Use Cases

• End-to-end Cortex Agent optimization across discovery, evaluation dataset creation, baseline evaluation, instrumented logging, and re-evaluation.
• Phase-driven process with guidance on workspace setup, data extraction, tool inventories, and change tracking.
• Generates and tracks evaluation datasets and optimization logs, integrates with Snowflake and Streamlit-based annotation tools for collaboration.

Quick Start

Initiate Phase 1 to identify the agent, set up a versioned workspace, and extract current configuration, then proceed through the evaluation and optimization phases.