Self-hosted stock research agent on a VPS
Build a self-hosted stock research agent on a VPS: a market data feed, a DuckDB store, a systemd timer that fires at market close, and an LLM screen.
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DuckDB vs SQLite on a server
SQLite holds transactional application state. DuckDB answers analytics over Parquet and CSV. Why one VPS usually runs both, with a worked example of each.