Teradata’s AI Shift, PromptFu Rumors and the Rise of Verification Debt
AI is accelerating software development — but it’s also introducing new risks.
In this episode of Agents of Dev, Mitch Ashley and Brad Shimmin examine how Teradata is transforming into an open data platform built for AI, hybrid search and agentic workflows. As enterprises adopt these new architectures, the need for stronger security, observability and governance becomes critical.
The discussion explores OpenAI’s potential PromptFu acquisition as a signal of growing investment in AI security, alongside the emerging concept of verification debt — the hidden cost of validating and maintaining AI-generated code at scale.
As software development shifts from manual coding to AI-assisted generation, organizations must rethink how they manage quality, risk and operational visibility in increasingly dynamic systems.
