review-kotlin-service

Detect N+1 queries and improper money handling in Kotlin backends by scanning JPA or Exposed database access patterns. The review identifies risky financial arithmetic like money-as-Double and enforces compliant decimal calculations for fintech applications.

Review Kotlin service diffs to detect coroutine transactional gaps and nullability misuse by analyzing code changes against safe coding patterns. The audit surfaces unsafe null handling and coroutine pitfalls specific to Kotlin Spring and Ktor stacks.

Run a Kotlin backend diff review to surface N+1 query patterns and coroutine pitfalls by examining JPA and Exposed data access layers. The audit identifies inefficient queries and unsafe concurrency patterns in the provided code changes.

Detect N+1 queries and improper money handling in Kotlin backends by scanning JPA or Exposed database access patterns. The review identifies risky financial arithmetic like money-as-Double and enforces compliant decimal calculations for fintech applications.

Run a Kotlin backend diff review to surface N+1 query patterns and coroutine pitfalls by examining JPA and Exposed data access layers. The audit identifies inefficient queries and unsafe concurrency patterns in the provided code changes.

This review tool works with both Kotlin Spring and Kotlin Ktor frameworks by analyzing backend diffs across Java and Kotlin stacks. It detects framework-agnostic issues like nullability misuse and fintech compliance risks during PR reviews.