teardown
Rebuild software from behavior, not source code. An MCP-powered toolkit for black-box observation, clean-room reimplementation, and behavioral verification.
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More like this: all 448 launches in model context protocol tools →
GITHUB · launched Oct 22, 2026 · 54 upvotes (top 32%)
- Horizontal
- Dev tools
- Developer
- AI-native
- Commercial product
- ai-agents
- behavioral-testing
- black-box-testing
- clean-room-reimplementation
- model-context-protocol
- playwright
- +4 more
Similar launches
See all 87 similar launches →Could you build this?
Partial The orchestration of observer, gate, and clean-room agents is buildable with AI help, but real isolation, reliable black-box probing across CLI, web, and Android, and the legal soundness of clean-room claims are hard.
What it would actually take: The stack is an MCP server and CLI with sandboxed agent runtimes, plus automation drivers for web and Android such as Playwright and ADB. The hard parts are enforcing strict information barriers between agents, generating sanitized specs that actually capture behavior, and validating that a rebuild is truly independent. Security engineering and experience with clean-room legal practice are needed.
Competitors
Other products that read as similar to this one : 87 launches clear the similarity bar, closest 8 shown.
Attention rank: #31 of 88 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 340 days after the earliest competitor.
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- SentinelAgent Guard · ph · 2026-09-23 · 2 upvotes · similarity 0.38
- DeadBolt · ph · 2026-10-12 · 1 upvotes · similarity 0.37
- agent-harness · ph · 2026-09-10 · 3 upvotes · similarity 0.36