An agent deleting a production database (and the backups) isn’t a sci-fi failure. It’s a boundary failure, and it starts with a human handing out credentials and permissions without a safe execution model to contain what happens next. In this episode of Pop Goes the Stack, Lori MacVittie and F5's Chief Product Officer, Kunal Anand, unpack why today’s agents are either dangerously overpowered or so constrained they’re barely useful, and what needs to change to make them viable.

They dig into the current reality of “agent” features in mainstream tools, especially how Copilot-style agents often feel like chatbots trapped behind walls: limited access, weak integration, and poor continuity when context windows overflow. Kunal shares two painful examples: voice-mode work that produced the right output but didn’t persist a transcript or draft, and an inbox assistant that can’t actually read the inbox without copy-paste, making it useless for real workflow automation.

The core point is that system prompts aren’t constraints, they’re guidance, and guidance fails the moment a goal-driven system tries to “do the thing” by any means necessary. That’s why Microsoft’s move to build agent permission primitives directly into Windows is a meaningful shift: controls need to be enforced at the OS and runtime level, not politely suggested to the model. They also touch on practical workarounds, like exporting a long chat as a PDF to carry context forward, and why isolation and blast-radius reduction are still table stakes.

The takeaway is straightforward: agents in production are still the exception, not the norm. Most enterprises are deploying AI-enabled applications first, while keeping agentic automation largely in employee workflows. Until we get real, enforceable boundaries and better UX for authority and approval, treating agents as production-grade operators is a risk most teams can’t justify.