Grounded Intelligence Is Key To Safe AI Software Development At Scale
sonatype, Wednesday, March 25th, 2026
One experience has become nearly universal as AI systems move deeper into software development, their confidence when they're wrong.
Modern LLMs can generate code, recommend fixes, and even suggest dependency upgrades. But they also routinely invent package names, versions, and upgrade paths that don't exist, and present them with total certainty. In environments where automation already operates at scale, this isn't just inconvenient. It's dangerous.