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POLICY & REGULATIONTldraw2026-02-25

Tldraw Moves Test Suite to Closed Source Repository Citing AI Replication Concerns

Key Takeaways

  • ▸Tldraw is moving its test suite to a private repository to prevent AI systems from using comprehensive tests to replicate their codebase
  • ▸The decision was influenced by Cloudflare's demonstration of AI-powered Next.js to Vite migration completed in one week
  • ▸Tldraw filed a satirical issue about translating code to Traditional Chinese, highlighting developers' concerns about AI code replication
Source:
Hacker Newshttps://simonwillison.net/2026/Feb/25/closed-tests/↗

Summary

Tldraw, a collaborative drawing library, has announced plans to move its comprehensive test suite to a private repository in response to concerns about AI-powered code replication. The decision comes amid growing anxiety in the open-source community about AI tools' ability to recreate entire codebases using test suites as scaffolding. The move was reportedly triggered by Cloudflare's recent project demonstrating how AI could port Next.js to use Vite in just one week.

The company also filed a satirical GitHub issue proposing to translate their codebase to Traditional Chinese to make it harder for AI coding agents to replicate, highlighting the absurdity of defensive measures developers feel compelled to consider. While presented humorously, the underlying concern is serious: comprehensive test suites may provide enough structural information for AI systems to generate functionally equivalent implementations, potentially in different programming languages.

It's worth noting that tldraw operates under a custom license rather than a traditional open-source model, requiring commercial licenses for production use. This hybrid approach reflects the tension many developer-focused companies face between fostering community engagement through accessible code and protecting their commercial interests. The test suite migration represents a new frontier in this balancing act, as companies grapple with AI's unprecedented ability to learn from and reproduce software patterns.

  • The company uses a custom license requiring commercial licensing for production use, not a traditional open-source license
  • The move signals growing concern about how comprehensive test suites can serve as blueprints for AI-generated code reimplementations
AI AgentsStartups & FundingEthics & BiasOpen Source

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