Frontend Labs
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Week 14 Review

Day Skill Real-World Use
99 Bot taxonomy + signal scoring framework Architect pluggable bot detection
100 HTTP header consistency fingerprinting Detect bots claiming to be Chrome
101 JA3 TLS fingerprinting Identify clients by their TLS stack
102 Session behavioral analysis Catch bots that fake good headers
103 IP ASN/datacenter classification First-pass bot signal from IP origin
104 PoW challenge system + session cookies Impose CPU cost on bots
105 Tiered mitigation: delay/challenge/block/shadow-ban Minimize false positives while blocking bots

Generated from week14.md · 8 Oct 2026 16:36