Intent filtering
Each watch or tag can carry a plain-text intent — "notify me only when the price drops" or "alert when the item goes out of stock". On every detected change the AI evaluates the diff against it and suppresses irrelevant noise.
Tip: intent evaluation benefits from a capable model — recommended qwen2.5:7b locally, or gpt-4o-mini / gemini-2.0-flash. Very small models (≤3B) may misjudge numeric comparisons.