Start with the top ten routines people actually notice: arriving home, bedtime, morning scenes, and motion‑activated lighting. Specify edge cases like guests, pets, or holidays. Express logic declaratively, then simulate inputs to validate behavior. Deterministic rules reduce frustration and make future changes faster, safer, and predictable.
Instrument automations with timestamps, correlation IDs, and alerts when actions exceed thresholds. Measure wake‑up delays, radio retries, and controller CPU. Nightly reports reveal regressions. With data, tuning becomes surgical and unemotional, keeping comfort high while reducing energy waste and surprising chain reactions between overlapping rules.
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