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Show HN: Fingerprinting browser-impersonating bots w/o JavaScript (open spec)
I've published an open specification for a detection method I'm calling RQ4 (Request Context Fingerprinting). It analyzes whether HTTP request headers are logically consistent with real browser behavior - not just what headers are present, but whether they make sense together given the request context.
The project introduces a clever technical approach to bot detection (RQ4) that addresses the growing need for non-JS fingerprinting, but it is currently just an open specification with no commercial traction. While the market for bot mitigation is large, the lack of a team profile, funding, or significant community validation makes it a high-risk, speculative concept at this stage.