StampReady: AI Tutor killed¶
Decision¶
Remove "problem tutor" from the StampReady AI roadmap. Do not reference in marketing, in-app copy, social posts, or roadmap docs.
Why¶
- Unbounded multi-turn token cost; no defensible margin
- User research not justifying the premium-tier hook
- Per-question explanations (already paywalled hook) cover the same "I don't get it" need at bounded cost
What survives in the AI roadmap¶
- security regression scanner (no API)
- morning brief (Anthropic API)
- per-question explanations (paywall hook)
What changed in canonical¶
FounderOS/active/stampready.md— current-focus item struck throughFounderOS/projects/stampready.yaml—current_focusupdated;paywall_policy.paywalled_day_oneno longer lists tutor; newpaywall_policy.killedsection records the cut
Marketing implications¶
Any post or page mentioning "AI tutor" must be edited. Today's X post draft was caught and corrected before posting.