Scheduled agents track competitors across sites, blogs, pricing, news, and job posts. An LLM extracts structured signals, DuckDB stores it, changes get flagged, and a dashboard plus auto weekly reports surface it all,
scala data-engineering competitive-intelligence etl-pipeline fastapi duckdb llm web-scraping-playwright
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Updated
Jul 3, 2026 - TypeScript