#software-development-lifecycle

#software-development-lifecycle

But many engineering teams are noticing a trend: even as individual developers produce code faster, overall project delivery timelines are not shortening. This isn't just a feeling. A recent METR study found that AI coding assistants decreased experienced software developers' productivity by 19%. "After completing the study, developers estimate that allowing AI reduced completion time by 20%," the report noted. "Surprisingly, we find that allowing AI actually increases completion time by 19%-AI tooling slowed developers down."

Application security is critical in a digital world, with security testing like SAST and DAST being essential for identifying vulnerabilities and enhancing security postures.

Generative AI is driving a significant paradigm shift in how developers write code, reduce technical debt, and improve quality across the software development lifecycle.

The goal of Symbiotic Security is to eliminate reliance on alerts generated by cybersecurity teams that are often too late and lack real context.