single_queryNo N+1 patterns detected on this request
Query executed as intended without N+1 patterns. Good relational data access pattern.
What triggers this signal
typescript
// single_query fires when a request results in exactly one DB query
// with no N+1 pattern detected. It's the healthy counterpart to n_plus_one.
// This pattern triggers single_query — one query, all data in one round trip
const user = await prisma.user.findUnique({
where: { id },
include: { profile: true, posts: { take: 10 } }, // joined, not looped
});
// Use in your exporter to confirm key routes stay efficient
const monitor = createMonitor({
emitPositiveSignals: true,
exporter: (event) => {
if (event.signals.includes('single_query') && event.requestContext?.path === '/api/dashboard') {
metrics.increment('db.single_query.dashboard');
}
},
});