3 ms·
One issue I keep noticing is that most anti-bot systems optimize for blocking instead of increasing friction progressively. Rate limits tied to behavioral patt
by fernando_campos 7mo ago
One issue I keep noticing is that most anti-bot systems optimize
for blocking instead of increasing friction progressively.
Rate limits tied to behavioral patterns rather than identity
seem to work better — especially interaction timing,
navigation flow, or session consistency.
We experimented with something similar while building HiveHQ
and found bots usually fail when systems require small
contextual actions humans do naturally.
- judahmeek 7mo agoSo... use advanced pattern matching to determine human patterns & reject outliers? Interaction timing is like rate limiting, but more granular Navigation flow is a basically requiring bots to use a headless browser instead of API's What does session consistency mean in this context? Restricting to a limited number of interests & activity times?