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[PARKED] AI Integration for Tutor Search #22
Description
Status: On Hold
Held for review until Freestyle (#325), Case SoR (#201), and Account (#280) are further along. AI search is not V1-critical.
Stay On Hold. Non-ML explainable ranking path is #428. Do not unpark AI Top Matches / AI search until CEO explicitly reopens; #428 remains the V1-soon matching engine.
Current plans (capture)
- Study how AI can help parents with tutor search (see also Add AI-Powered "Top Matches" Section to Parent Search Results #121 Top Matches).
- Security: prompt-injection resistance before any tool that can write site data.
- Specialized tools for the AI to access/control site — human confirm required for any write.
Children / related (do not double-build)
| Issue | Relationship |
|---|---|
| #120 Generate with AI (self-intro) | Same hold — copy assist only, no publish without tutor edit |
| #121 AI Top Matches | Same hold — ranking must not replace filters (#71) |
| #122 AI suggested hourly rate | Same hold — advisory only |
Acceptance
- No AI write-path ships without a security pass noted on this issue.
- Add "Generate with AI" Button to Tutor Self-Introduction Field #120–Add AI-Powered "Suggested Hourly Rate" to Tutor Intake Form #122 stay On Hold with this epic unless CEO unparks.
Activity
[-]AI Integration for Tutor Search[/-][+][PARKED] AI Integration for Tutor Search[/+]owlstonbusiness-svg commentedon Oct 21, 2026
CEO 2026-10-21 — remain On Hold
AI search / write-paths stay parked with #120–#121 until Case (#201) + matching volume are stable. No unpark for near-term ship.