Bypass ORM overhead. Drop query latency by 70%.
Your database is fast. Your application layer is slow. Stop throwing bigger instances at serialization bottlenecks.
Typical results: 500ms endpoints → 45ms.
Mapping data shouldn't burn CPU.
Modern ORMs (Prisma, TypeORM) abstract the DB but introduce massive serialization overhead. At scale, the time spent parsing the response exceeds the query time.
Creating thousands of objects per query triggers aggressive garbage collection pauses, blocking the main thread.
We replace critical ORM paths with zero-allocation data bridges. We fetch and serve data without polluting the heap.
Keep your ORM for standard logic. We only replace the high-throughput endpoints causing your infrastructure pain.
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