Choosing Between a Monolith and Services

Choose deployment boundaries from real ownership and scaling needs.

Make the expected behavior explicit at the system boundary and handle invalid or repeated requests safely.

Add focused automated coverage for the failure cases. Review operational signals after release and simplify the design where maintenance becomes difficult.