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Tag: automation

Architecture

Who May a 24/7 AI Agent Team Contact? Outreach Channels in Portugal, and the Gate in Front of Every Send

We are building an agent team that finds small businesses with failing websites and offers them a better one, around the clock. Before letting it send a single message, we mapped Portuguese and EU law, provider policies and deliverability rules. The answer reshaped the product: most small restaurants and salons are sole traders, and for them a letter with a QR code is the only channel an agent may use on its own.

September 28, 2026 10 min read
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Data

I Mined 47,000 Businesses from OpenStreetMap and Scored the Ones That Need a Website: Building an Automated Lead Gen Pipeline

How the osm-vibe-all pipeline parses 13GB of PBF data from four European countries, crawls websites with Puppeteer, scores web presence quality, and identifies businesses ripe for outreach — all from open-source geographic data.

February 15, 2026 13 min read
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