有时,增量改进不足以解决问题——根本架构需要改变。我们专注于重新设计超出其原有约束的系统:需要水平扩展的单服务器应用程序、需要事件驱动架构的同步系统,或需要模块化设计的紧耦合系统。
我们采用现代、成熟的技术进行设计:Kubernetes 用于编排,Kafka 用于事件流,PostgreSQL 与只读副本用于数据,Redis 用于缓存,以及云原生服务用于托管运营。所有决策都通过架构决策记录(Architecture Decision Records)记录,并附有清晰的理由。
系统遇到根本性架构限制的公司——无法进一步扩展,无法在不破坏现有功能的情况下添加新功能,或无法满足可靠性要求。如果您的架构是为业务的不同时代设计的,那么现在是时候为未来重新架构了。
深入剖析现有系统——识别限制、瓶颈、扩展上限和架构约束。
设计未来状态架构,并为每个主要决策制定 ADRs。以当前规模的10倍进行建模。
规划分阶段迁移路径,为每个阶段设定清晰的里程碑、风险缓解措施和回滚能力。
分阶段执行系统重构,在进入下一阶段之前验证每个过渡。
对新架构进行负载测试,根据要求进行验证,优化性能并记录操作。
Re-architecture is warranted when the current architecture fundamentally cannot meet scaling, performance, or reliability requirements, when the cost of workarounds exceeds the cost of re-architecture, or when critical technology is end-of-life. MicrocosmWorks helps you make this decision with data.
System re-architecture consulting and implementation at MicrocosmWorks ranges from $30-$50/hour. We provide a detailed assessment and phased roadmap before committing to implementation so you understand the full investment.
Yes, we use parallel-run strategies where the new architecture is built alongside the existing system, with traffic gradually shifted using feature flags and canary routing. This ensures zero downtime and the ability to roll back at any point.
We define performance benchmarks upfront, implement load testing throughout development, run production-representative stress tests, and perform shadow traffic testing to compare new architecture performance against the existing system before cutover.
Yes, we deliver comprehensive architecture decision records (ADRs), system diagrams, runbooks, and conduct knowledge transfer sessions to ensure your team fully understands and can maintain the new architecture independently.