Key Points
- 1.Using Fable 5 as an advisor and Sonnet 5 as the executor can cut token usage by 35%.
- 2.Persistent agent sessions (sidekicks) maintain context, reducing costs significantly.
- 3.Delegate tasks efficiently by defining roles in the cloud.md file.
Summary
Cost Efficiency with Model Combination
Using Fable 5 as an advisor paired with Sonnet 5 as an executor can significantly reduce the costs and improve efficiency. Sonnet 5, priced at 20% of Fable 5, performs comparably to older models while minimizing token usage.
Importance of Persistent Sessions
Implementing a 'sidekick' model allows agents to maintain persistent sessions, inheriting previous context without incurring high token costs. This replaces traditional, one-time sub-agent sessions that lose context and increase token burn.
Task Delegation in Cloud Code
Define delegation rules within the cloud.md file to clarify roles between the main agent and sub-agents. This organization allows for efficient planning and execution, ensuring that complex tasks are managed without unnecessary rework.
Practical Implementation
In practical scenarios, an agent can ask for help in designing a task, create a clear plan, and then delegate execution to a Sonnet 5 sub-agent. This approach not only speeds up execution but ensures the executor has all necessary instructions.
Worth watching for
This video is for developers and users of AI coding agents looking to optimize their workflows and reduce cloud costs.