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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

🔥🔥🔥🔥🔥

46/100

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.