Source record

Published by Geoffrey Litt (T1.5 source). The original is at https://geoffreylitt.com/2025/04/12/how-i-made-a-useful-ai-assistant-with-one-sqlite-table-and-a-handful-of-cron-jobs.html.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Geoffrey Litt introduces Stevens, a personal AI assistant built with just a single SQLite table and a few cron jobs. The post argues that useful LLM-powered tools don't require complex frameworks, agents, or RAG pipelines—just simple, hackable infrastructure.

Concrete example of a minimal-stack AI assistant; the SQLite-plus-cron architecture is directly replicable and challenges the assumption that personal AI tools need heavy infrastructure.

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