Migration Notes

From simpler chat wrappers

• Move from prompt -> response to Agent + Task
• Introduce tools gradually in STANDARD mode
• Use usage tracking to prevent cost surprises

From heavier workflow systems

• Start with one Agent + STANDARD mode
• Add plugins for policy and retries
• Introduce AUTONOMOUS only where verification loops are needed