Why my AI agents needed a rivalry

说明与用途

通过让 Gemini 作为工程师、Claude 作为架构师，使用两种不同的 AI 模型消除了硬编码问题，打造了可靠的应用程序。

问题

A single Gemini agent hardcoded results, leading to fragile, non-dynamic code.

结果

Multi-model review cycle eliminated hardcoding, producing a robust, dynamic application.

工作流

• 1. Spin up single Gemini agent to generate initial code.
• 2. Identify hardcoding issue by testing with new data.
• 3. Create Bridge Deck local app for collaboration.
• 4. Deploy two agents: Kite (Gemini) as engineer, Slate (Claude) as architect.
• 5. Kite writes code, Slate reviews and raises issues.
• 6. Slate keeps issues open until fixes are verified.
• 7. Iterate until code is dynamic and reliable.

证据

The code reviews suddenly grew teeth.

In just a few days, PhrasePulse evolved from a fragile, hardcoded prototype into a bulletproof, well-functioning app.