Framework Lock-in and Migration Difficulty

Several frameworks are locked to specific devices and operating systems, which forces developers to reimplement their algorithms... Specialized frameworks are needed to write code because conventional programming languages typically lack support for GPUs.

Applications often become coupled to platform-specific deployment conventions, service provisioning, and configuration patterns. Migrating to another hosting model can require reworking deployment pipelines and service integrations.

Framework Lock-in: Some frameworks push proprietary patterns, abstracting so much away from developers that migrating to another stack becomes a major challenge.