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Writing on web development, automation, and engineering.

From Scraper to Inbox: Building an AI-Powered Real Estate Sourcing Tool

How I automated German real estate market monitoring for a client using Apify, n8n, Airtable, and Next.js — including an AI classifier that returns GO, NO-GO, or PRÜFEN.

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