On the same modest hardware as their document pipeline, this person runs a lightly agentic wedding-planning assistant that reads incoming email, keeps a database and document log automatically up to date, and doubles as a chatbot for retrieving information about the plan so far. A second, unrelated agent loop just finds and deletes marketing email. They also mention an automated Docker container debugger that watches logs and pings them with a first-pass diagnosis when something breaks, rather than fixing it outright.
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