AI Coding Pushes Platforms to Their Limits: Rethinking Compute, Security, and Effectiveness
The rise of AI coding agents accelerates development speed but also strains platform capacity, cloud costs, security boundaries, and maintenance quality, prompting a shift from merely automating code to making these hidden costs explicit, controllable, and governable across infrastructure and organizational processes.
