The Apify Actor Execution Lifecycle: 8 Decision Engines
The problem: Apify gives you SUCCEEDED or FAILED . That's it. No "your input had 3 unknown fields the actor will silently drop." No "your output's ema…
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The Hybrid Vinted Scraping Architecture That Outperforms Pure Browser Crawls
The Hybrid Vinted Scraping Architecture That Outperforms Pure Browser Crawls When you scrape Vinted at scale, you quickly hit a wall. Not a firewall m…
Korea's #1 Real Estate Platform Has No Official API — So I Built a Scraper. Then Got Blocked.
Korea has a real estate problem. Not in the market — in the data. Naver Real Estate (land.naver.com) is South Korea's dominant property platform. Mill…
I Tried 4 Ways to List My MCP Server. Here's What Blocked Each One.
Last week I finished setting up an MCP server on Apify. The scraper runs, the MCP endpoint works, and I have three actors that seemed like obvious can…