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Building a Lean, Single-Worker Broken URL Monitor for Data Pipelines

The Technical Problem: Websites Drift, Pipelines Don't Know Long-running scraping pipelines have a structural assumption baked in: the URLs you config…

webscrapingdatapipelinedevtoolsapify
Dev.to Jun 10, 2026, 17:14 UTC
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Threads Reply Scraper: export the full conversation tree of any public post

Quick answer: Meta's official Threads API is gated behind a developer-account review and refuses third-party conversation reads. To export the full re…

webscrapingpythonapifydata
Dev.to Jun 3, 2026, 10:26 UTC
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I shipped 7 production MCP server Actors in two weeks — here's what the docs don't tell you

I shipped 7 production MCP server Actors in two weeks — here's what the docs don't tell you The first Actor took most of a day. The seventh took under…

mcpapifypythondevops
Dev.to Jun 2, 2026, 17:41 UTC
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LLM API pricing comparison: one schema across all 7 providers for $5.05/1K

Quick answer: There is no unified official API for LLM pricing. OpenAI, Anthropic, Google, Mistral, Groq, Together AI, and DeepSeek each publish their…

webscrapingpythonapifyai
Dev.to Jun 2, 2026, 05:30 UTC
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How to set up refresh-token-only OAuth for a multi-tenant Apify Actor (Gmail, 10 minutes)

How to set up refresh-token-only OAuth for a multi-tenant Apify Actor (Gmail, 10 minutes) If you're shipping an Apify Actor that calls a per-user Goog…

tutorialpythonoauthapify
Dev.to May 20, 2026, 01:02 UTC

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