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Single codebase & unified deployment vs decoupled services & independent scaling.
Launch Interactive System SimulatorA single unified application codebase containing all business logic, deployed as one unit.
Early-stage startups, MVPs, small team sizes (<20 engineers)
A collection of small, independently deployable services organized around business capabilities.
Large engineering organizations with multiple autonomous teams
| Vector | Monolith | Microservices |
|---|---|---|
| Deployment | Single artifact deployment | Independent multi-service deployments |
| Data Storage | Single database shared across domains | Database-per-service pattern |
Always start with a clean modular monolith unless organizational scale demands independent service ownership.