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Valmis is an open-source project designed to operate AI agents for work in cloud environments. The submitted repository—its README and related files—reveals these central points: agents run in independent containers, while credentials and external requests pass through a host-side proxy so that the LLM and agent runtime cannot access sensitive keys directly. It also supports multistep workflows, more than 100 business integrations, browser automation, and memory and embeddings based on pgvector.

A CheatSheet is more than a collection of commands. Bringing frequently searched procedures, commonly mistaken options, and decision criteria together in one place turns it into operational memory for a personal workflow. This is also the first card-style post used to validate the new QL.GL blog format.