Grounded AI Development: Keeping Generated Code Connected to the Real Environment
Grounded AI development means generated code is built and checked against the environment it will actually run in, not an abstract prompt-only version of the system.
Ai-Development
The Platform Engineering Tax in the AI Era
AI increases software output, but fragmented platform stacks can turn that speed into more verification work, integration work, and operational load.
Prompt-to-Production Is Not App Generation
Prompt-to-production is about turning AI-assisted work into software that can be tested, controlled, deployed, and operated. It is not the same as generating an app.