Build Index Maps for Repeated Lookups

Multiple .find() calls by the same key should use a Map.

Incorrect (O(n) per lookup):

typescript

function processOrders(orders: Order[], users: User[]) {
  return orders.map((order) => ({
    ...order,
    user: users.find((u) => u.id === order.userId),
  }))
}

Correct (O(1) per lookup):

typescript

function processOrders(orders: Order[], users: User[]) {
  const userById = new Map(users.map((u) => [u.id, u]))

  return orders.map((order) => ({
    ...order,
    user: userById.get(order.userId),
  }))
}

Build map once (O(n)), then all lookups are O(1). For 1000 orders × 1000 users: 1M ops → 2K ops.