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/why [issue_description]/why [issue_description]Problem: Users see 500 error on checkout
Why 1: Payment service throws exception
Why 2: Request timeout after 30 seconds
Why 3: Database query takes 45 seconds
Why 4: Missing index on transactions table
Why 5: Index creation wasn't in migration scripts
Root Cause: Migration review process doesn't check query performance
Solution: Add query performance checks to migration PR template问题:用户在结账时看到500错误
为什么1:支付服务抛出异常
为什么2:请求超时(30秒后)
为什么3:数据库查询耗时45秒
为什么4:交易表缺少索引
为什么5:索引创建未包含在迁移脚本中
根本原因:迁移审核流程未检查查询性能
解决方案:在迁移PR模板中添加查询性能检查Problem: E2E tests fail intermittently
Why 1: Race condition in async test setup
Why 2: Test doesn't wait for database seed completion
Why 3: Seed function doesn't return promise
Why 4: TypeScript didn't catch missing return type
Why 5: strict mode not enabled in test config
Root Cause: Inconsistent TypeScript config between src and tests
Solution: Unify TypeScript config, enable strict mode everywhere问题:E2E测试间歇性失败
为什么1:异步测试设置中存在竞态条件
为什么2:测试未等待数据库种子数据加载完成
为什么3:种子函数未返回Promise
为什么4:TypeScript未捕获缺失的返回类型
为什么5:测试配置未启用严格模式
根本原因:源码与测试的TypeScript配置不一致
解决方案:统一TypeScript配置,全局启用严格模式Problem: Feature deployment takes 2 hours
Branch A (Build):
Why 1: Docker build takes 90 minutes
Why 2: No layer caching
Why 3: Dependencies reinstalled every time
Why 4: Cache invalidated by timestamp in Dockerfile
Root Cause A: Dockerfile uses current timestamp for versioning
Branch B (Tests):
Why 1: Test suite takes 30 minutes
Why 2: Integration tests run sequentially
Why 3: Test runner config has maxWorkers: 1
Why 4: Previous developer disabled parallelism due to flaky tests
Root Cause B: Flaky tests masked by disabling parallelism
Solutions:
A) Remove timestamp from Dockerfile, use git SHA
B) Fix flaky tests, re-enable parallel test execution问题:功能部署耗时2小时
分支A(构建环节):
为什么1:Docker构建耗时90分钟
为什么2:未使用分层缓存
为什么3:每次构建都重新安装依赖
为什么4:Dockerfile中的时间戳导致缓存失效
根本原因A:Dockerfile使用当前时间戳进行版本控制
分支B(测试环节):
为什么1:测试套件耗时30分钟
为什么2:集成测试串行执行
为什么3:测试运行器配置的maxWorkers为1
为什么4:之前的开发者因测试不稳定而禁用了并行执行
根本原因B:测试不稳定问题被禁用并行执行所掩盖
解决方案:
A) 移除Dockerfile中的时间戳,使用Git SHA
B) 修复不稳定测试,重新启用并行测试执行