Remote AI Work Platforms and IP Reputation
Why contributor platforms screen for duplicate accounts and fraud, why location matters, and the legitimate case for a stable local address.
6 articles
Why contributor platforms screen for duplicate accounts and fraud, why location matters, and the legitimate case for a stable local address.
Agents that browse need geo-correct egress, rate-limit awareness and auditability. How to give each agent an identity, control sessions and bound retry costs.
What Crawl4AI does well, where it falls short, and the proxy configuration needed to make it dependable on defended targets and larger runs.
Practical prompts for generating and repairing parsers, plus the caveats: selectors go stale, generated code needs review, and extracted data needs checks.
Combining a fetch layer, a browser fallback, LLM extraction and proxies, with an honest look at where the cost concentrates and how to keep output valid.
Using the Playwright MCP server so an AI agent can drive a browser, with a proxy configured so the agent's traffic is geo-correct and rate-aware.
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