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Notes from the Vantaso team

Field notes from the Vantaso team on shipping AI-driven software — engineering practices, LLM architecture, and the products we build for clients and ourselves.

Tangled HTML on the left resolving into clean markdown lines that pass through a JSON-schema gate into a structured data grid

EngineeringJuly 22, 2026·12 min read

Web Scraping With LLMs: Markdown First, Then Structure

Web scraping with LLMs: scrape each page to clean markdown, then extract structured data against a JSON schema and validate it. With real token math.

Web Scraping With LLMs: Markdown First, Then Structure

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