#system-complexity

#system-complexity

Self-hosted observability stacks require significant resources and expertise; organizations should exhaust all alternatives before building internally, requiring 2-3 full-time engineers and substantial funding.

Marketing automation environments become unmanageable when teams build isolated workflows for each campaign instead of using standardized, reusable templates and separating operational processes from campaign execution.