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Launch HN: Kampala (YC W26) – Reverse-Engineer Apps into APIs

Zatanna — Turn software workflows into reliable APIs for AI agents

zatanna.ai

April 16, 2026

1 min read

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50/100

Summary

Zatanna transforms human-only software workflows into reliable APIs for AI agents and internal tools, eliminating the need for browser automation scripts. This enables seamless integration and execution of tasks in production environments.

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Community Sentiment

Mixed

Positives

Using Claude to analyze and document APIs from web apps has proven effective, showcasing the potential for automating API generation from existing applications.
The ability to import HAR files into Kampala and utilize tools for A/B testing and request replay significantly reduces integration time, enhancing developer efficiency.
The concept of a recursive Claude agent that can write and optimize itself demonstrates innovative uses of AI in automating complex tasks, potentially revolutionizing development workflows.

Concerns

Challenges with SSL pinning present significant obstacles for users attempting to utilize Kampala effectively, indicating limitations in the tool's current capabilities.
The term 'reverse engineer' may raise concerns regarding compliance with application terms of service, potentially deterring users from adopting the tool due to legal implications.