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How to ThinkIn the Age of AI

Put schema reviews on your actual calendar — subjective…

Schedule schema reviews on actual calendars at the assigned cadence rather than relying on subjective feelings of uncertainty to prompt reconsideration.

When This Fires

Common Failure Mode

Scheduling the reviews but not protecting the time: "I'll review quarterly, but only if I have time." The review gets pushed by more urgent work — every quarter. Calendar scheduling only works if the time is protected. Treat schema reviews like dental appointments: scheduled, non-negotiable, and if you skip one, the cost compounds.

The Protocol

(1) For each schema review tier (weekly, monthly, quarterly, annual from Map review frequency to pace layer), create a recurring calendar event. (2) During each event: review all schemas assigned to that cadence. Check: does the schema still predict accurately? Have environmental assumptions changed? Have anomalies accumulated? (3) Protect the time. If the review is consistently skipped → the cadence is wrong (too frequent) or the schema portfolio is too large (needs pruning). Either fix the root cause or accept that unreviewed schemas will silently drift.