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Safe automatic garden watering: soil sensors, pumps, and verified stopping conditions
A point-in-time review of the garden sensor and pump, followed by the calibration, stopping rules, and verification needed before automatic watering.
Air-conditioner automation in one-degree steps: infrared control for a 25–26°C target band
A trend-aware control policy for a 25–26°C band, with explicit separation between infrared transmission, known state, and physical cooling.
Bath automation needs observation before toggles: designing state, retries, and safe recovery
Why a remote toggle is not a completed bath workflow, and how explicit state, idempotent start and stop, observation, and timeout make it safer.