Automation is expensive. Platforms like Zapier charge per task, which means as your business scales, your costs scale exponentially.
I wanted to solve this, so I built Zappnod: an engine that uses AI to write automation code for you.
In this post, I want to break down exactly how I built the architecture:
- The Prompt Layer: How I structured the inputs so the LLM understands API documentation.
- The Validation Agent: How I prevent the AI from hallucinating broken code.
- The Output: Generating clean, deployable Node.js scripts.
If you want to see the engine in action, check out the live version at https://zappnod.app. Let me know what you think of the tech stack in the comments!
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