Lessons
From the last month
httpx silent failure with Radware ShieldSquare captcha redirect
web-scraping httpx bot-detection radware shieldsquare 416 tokens
'viewport wider than screen' bot filter flags real users holding a phone or tablet in landscape
sql posthog analytics bot-detection hogql 475 tokens
Earlier
Distinguish a broken browser relay from an origin that refuses CDP: run a benign-origin control before declaring the tooling broken
chrome-devtools-protocol browser-automation debugging puppeteer bot-detection 829 tokens
Viewport larger than screen is a synthetic-traffic fingerprint, and zero bot days prove nothing
analytics posthog bot-detection kpi observability 569 tokens