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4 changes: 4 additions & 0 deletions .jules/bolt.md
Original file line number Diff line number Diff line change
Expand Up @@ -3,3 +3,7 @@
## 2026-07-16 - [O(N*M) Nested Loop Lookups in Grading Engines]
**Learning:** In interactive scenarios (such as Bid Elevator and STR Triage), grading engines frequently iterate over user decisions and match them against scenario properties (like keywords or search terms). Performing `array.find()` inside loop bodies or filter predicates results in costly O(N*M) lookups.
**Action:** Convert arrays to `Map` lookups before entering loops/nested scans. Mapping keys once in O(M) time enables O(1) lookups during execution, transforming the time complexity of the grading logic to O(N + M).

## 2026-07-17 - [Scoping User-Specific Lesson Progress Queries]
**Learning:** Querying a user's entire history of lesson progress on dashboard and course catalog pages creates large database payloads and high memory consumption, which grows quadratically as more courses/lessons are added.
**Action:** Always scope database queries for lesson progress to the relevant courses or specific lesson IDs (e.g., using `lessonId: { in: lessonIds }`) to load only what is being displayed.
20 changes: 14 additions & 6 deletions src/app/(dashboard)/courses/[courseSlug]/certificate/page.tsx
Original file line number Diff line number Diff line change
Expand Up @@ -194,13 +194,21 @@ async function PendingLessons({
take: 50,
});

const courseLessonIds = allLessons.map((l) => l.id);
const completedSet = new Set(
(
await db.lessonProgress.findMany({
where: { userId, status: 'COMPLETED', deletedAt: null },
select: { lessonId: true },
})
).map((p) => p.lessonId),
courseLessonIds.length > 0
? (
await db.lessonProgress.findMany({
where: {
userId,
lessonId: { in: courseLessonIds },
status: 'COMPLETED',
deletedAt: null,
},
select: { lessonId: true },
})
).map((p) => p.lessonId)
: []
);

const pending = allLessons.filter((l) => !completedSet.has(l.id)).slice(0, 8);
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13 changes: 8 additions & 5 deletions src/app/(dashboard)/courses/page.tsx
Original file line number Diff line number Diff line change
Expand Up @@ -37,11 +37,14 @@ export default async function CoursesIndexPage() {
},
});

// Get user's lesson progress
const lessonProgress = await db.lessonProgress.findMany({
where: { userId: user.id, deletedAt: null },
select: { lessonId: true, status: true },
});
// Get user's lesson progress scoped to published courses (Bolt performance optimization)
const allLessonIds = courses.flatMap((c) => c.modules.flatMap((m) => m.lessons.map((l) => l.id)));
const lessonProgress = allLessonIds.length > 0
? await db.lessonProgress.findMany({
where: { userId: user.id, lessonId: { in: allLessonIds }, deletedAt: null },
select: { lessonId: true, status: true },
})
: [];
const progressMap = new Map(lessonProgress.map((p) => [p.lessonId, p.status]));

return (
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13 changes: 8 additions & 5 deletions src/app/(dashboard)/dashboard/page.tsx
Original file line number Diff line number Diff line change
Expand Up @@ -30,11 +30,14 @@ export default async function DashboardPage() {
},
});

// Get user's lesson progress
const lessonProgress = await db.lessonProgress.findMany({
where: { userId: user.id, deletedAt: null },
select: { lessonId: true, status: true },
});
// Get user's lesson progress scoped to published courses (Bolt performance optimization)
const allLessonIds = courses.flatMap((c) => c.modules.flatMap((m) => m.lessons.map((l) => l.id)));
const lessonProgress = allLessonIds.length > 0
? await db.lessonProgress.findMany({
where: { userId: user.id, lessonId: { in: allLessonIds }, deletedAt: null },
select: { lessonId: true, status: true },
})
: [];
const progressMap = new Map(lessonProgress.map((p) => [p.lessonId, p.status]));

// Compute aggregate stats
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