Thoughts
Notes on software engineering, distributed systems, and the future of human productivity.
The Bots That Almost Match
Exact-match blocklists are blind to a bot farm that mutates its fingerprint by one field per request. This is how MinHash and locality-sensitive hashing turn "have I seen this exact client" into "have I seen something shaped like this", and catch the farm in sublinear time.