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A worker rollout passed an 80-minute production canary at 72.5-75.5% yield, then its standing pods tripped their circuit breakers at 9.5%. T...
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I fetched /llms.txt from the Tranco top 1,000,000 domains. The run agreed with its own smoke test to about 99% and was still wrong in three ...- Published on
One Akamai 403 took four fixes in about a day. One was rolled back after 0 of 12 live requests passed, and one applied the lesson of my last...- Published on
I benchmarked 18 browser TLS fingerprints against a Cloudflare-challenged site and one of them won at 94%. Twenty-four minutes later I retra...- Published on
I scanned the Tranco top 1,000,000 domains to measure how much of the web runs managed bot defense. The final answer is 53.5% of reachable s...- Published on
An in-depth look at how AI-driven anti-bot defenses, SERP reshuffling, and legal/ethical constraints are reshaping Google search crawling af...