#governance

2 articles

Feb 20, 20264 min read

Your AI strategy is built on layers of API sediment

The API landscape is cluttered with overlapping standards from different eras, creating complexity. New AI-driven protocols like MCP add to this "sediment," challenging governance and security. Organizations must map their API ecosystems to manage this layered legacy effectively.

#apis #ai #governance

Feb 20, 20262 min read

Beyond vibe coding: the case for spec-driven AI development

AI-generated code risks creating technical debt. Experts advocate for "spec-driven development," using structured specifications to guide AI across the entire software lifecycle, ensuring governance and maintainability, especially for enterprise software.

#ai #software development #technical debt