CodingFix N+1

Eliminate N+1 queries in a GraphQL/ORM resolver

Use when nested resolvers or lazy ORM relations fire a query per item and the endpoint is slow.

The prompt
prompt.txt
You are a backend performance engineer. This {{stack}} resolver/ORM code triggers N+1 queries.

Code:
{{code}}

Schema/relations:
{{schema}}

Query log showing the N+1: {{query_log}}

Do this:
1. Point to exactly where the per-item query fires.
2. Fix it with the right tool (DataLoader batching, eager loading/joins, query batching) for this stack and explain the choice.
3. Show the rewritten resolver/query.
4. Confirm the new query count (should be O(1) or O(depth), not O(n)).
5. Add a guard (test or query-count assertion) so it cannot silently regress.

Keep the response shape identical. Note any over-fetching trade-off.

Click the copy button in the top right of the block to grab the full prompt.

Variables

Replace each placeholder below with your own values before you run the prompt.

  • {{stack}}
  • {{code}}
  • {{schema}}
  • {{query_log}}
Recommended models
Claude Opus 4.8GPT-5Gemini 2.5 Pro
Tags
#performance#graphql#database#backend

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