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Backend: slow query detector, content recommender, XP levels, funnel analysis - #430

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Mkalbani merged 1 commit into
MindFlowInteractive:mainfrom
yusuftomilola:fix/backend-batch-412-415
Aug 27, 2026
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Backend: slow query detector, content recommender, XP levels, funnel analysis#430
Mkalbani merged 1 commit into
MindFlowInteractive:mainfrom
yusuftomilola:fix/backend-batch-412-415

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@yusuftomilola

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Adds four small, self-contained utility modules under src/common/utils/:

  • slow-query-detector.ts — flags slow queries from profiling logs and suggests index recommendations
  • content-based-recommender.ts — scores puzzle recommendations by tag-overlap similarity to player preferences
  • xp-level-calculator.ts — computes player level and progression from accumulated XP
  • funnel-analysis.ts — computes conversion rates and drop-off across sequential analytics funnel steps

Closes #412
Closes #413
Closes #414
Closes #415

@drips-wave

drips-wave Bot commented Aug 27, 2026

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@yusuftomilola Great news! 🎉 Based on an automated assessment of this PR, the linked Wave issue(s) no longer count against your application limits.

You can now already apply to more issues while waiting for a review of this PR. Keep up the great work! 🚀

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@Mkalbani
Mkalbani merged commit 165a20f into MindFlowInteractive:main Aug 27, 2026
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