Cursor
database
N+1 Query Problem After Cursor ORM Refactoring
After Cursor refactored your ORM queries, page load times increased dramatically. Database logs show hundreds of queries for operations that previously took just a few.
The AI-generated code is fetching related entities one-by-one instead of in batch, causing the classic N+1 problem.
Error Messages You Might See
Query timeout
High database load
Slow response time
Too many queries
Common Causes
- Removed eager loading (include/joins), forcing lazy loading in loops
- Fetching parent objects, then accessing child collections in template/code loop
- Using ORM methods inside loops instead of batch operations
- Relationship configuration changed to lazy-load by default
- Query builder include statement removed during refactoring
How to Fix It
Use eager loading: User.findAll({include: ['Posts', 'Comments']}) or joins. Batch operations outside loops. Use dataloader pattern for GraphQL. Monitor with console.time() around queries and count DB hits.
Real developers can help you.
Matt Butler
Software Engineer @ AWS
Jacek Rozanski
Senior PHP/Symfony developer and DevOps engineer with 20+ years of professional experience, running opcode.pl (web development agency, est. 2004).
Day job: I'm the sole backend developer at merketing company where I own and maintain 11 PHP/Symfony microservices on AWS (ECS Fargate, RDS, S3, CloudFront), handle the full CI/CD pipeline (Bitbucket Pipelines, Docker), and manage monitoring with Sentry and CloudWatch. These services handle high request volumes in production every month.
What I bring to AI-built apps:
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Tech stack: PHP 8.x, Symfony, React, Next.js, PostgreSQL, MySQL, Docker, AWS (ECS, RDS, S3, SQS/SNS, CloudFront), Terraform, Supabase. I also use AI tools daily (Claude Code, Cursor) in my own workflow, so I understand both the strengths and the gaps in AI-generated code.
Based in Poland (CET timezone). Available for async work and calls during EU/US business hours.
Jaime Orts-Caroff
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prajwalfullstack
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PawelPloszaj
I'm fronted developer with 10+ years of experience with big projects. I have small backend background too
Dor Yaloz
SW engineer with 6+ years of experience,
I worked with React/Node/Python
did projects with React+Capacitor.js for ios
Supabase expert
Richard McSorley
Full-Stack Software Engineer with 8+ years building high-performance applications for enterprise clients. Shipped production systems at Walmart (4,000+ stores), Cigna (20M+ users), and Arkansas Blue Cross. 5 patents in retail/supply chain tech. Currently focused on AI integrations, automation tools, and TypeScript-first architectures.
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hanson1014
Full-stack developer experienced in fixing and deploying AI-generated apps from Lovable, Bolt.new, Cursor, and Replit. I specialize in debugging Supabase integration issues (auth flows, RLS policies, database connections), fixing broken deployments, resolving routing/blank screen problems, and cleaning up messy React/Vite codebases. I also build production apps with the Claude API and have shipped a Mac desktop dev tool (Nexterm from scratch. Based in Hong Kong, fast turnaround.
legrab
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Get HelpFrequently Asked Questions
How do I detect N+1 problems?
Enable query logging and count queries. N+1 means 1 query + N more. Use DevTools to see query count.
Is it always better to use joins?
Joins are faster but more memory. Sometimes batch separate queries. Test both approaches.