ATAnakin Techinanakinwriters.hashnode.dev·4d ago · 8 min readCloudflare Blocks Are a Routing Problem, Not a Retry ProblemMost Cloudflare fixes fail because they treat every block as the same class of error. The reliable pattern is not “add a proxy” or “use a browser”. The reliable pattern is to route each failed request00
ATAnakin Techinanakinwriters.hashnode.dev·6d ago · 7 min readTreat Browser Fingerprints Like Production StateThe fastest way to get detected is to treat browser fingerprinting as a list of values to randomize. Real browsers are boring. They keep the same timezone, GPU, language, storage, TLS shape, and brows00
ATAnakin Techinanakinwriters.hashnode.dev·Jul 14 · 7 min readFirecrawl, Browserbase, and Bright Data: Choose by Failure Mode, Not Feature ListThe wrong way to choose web access infrastructure is to compare scraping vendors feature by feature. AI agents do not fail because one API had fewer SDK examples. They fail because the page required s00
ATAnakin Techinanakinwriters.hashnode.dev·Jul 13 · 7 min readTreat browser agents as a fallback, not the data planeThe expensive part of browser automation is not only Chromium. It is the decision to treat a rendered interface as the system of record. Once a data pipeline depends on layout, modals, timing, screens00
ATAnakin Techinanakinwriters.hashnode.dev·Jul 9 · 7 min readClaude Code and Codex need evidence contracts, not just web accessA coding agent should not be allowed to answer from a URL alone. Search results are leads, not evidence. The moment an agent treats a title, cached index entry, or model-generated page summary as sour00