Executive Briefing: SDLC Modernization With AI Agents and the Future of Engineering Workflows
AI agents are moving from “help me write code” to “take this unit of work and bring back a pull request.” That shift changes the software delivery conversation from developer productivity to workflow design, governance, and accountability. Engineering leaders who treat this as a tooling upgrade will get sporadic wins and a long tail of […]
Tiering Strategies and Cold-Data Economics Shift From Speculative to Practical in Hyperscale Environments
Hyperscale storage teams have stopped arguing about whether cold data should move. They are arguing about when, under what controls, and with which economics. The emergent technology here is the new operational layer that makes tiering strategies cold data economics measurable, enforceable, and repeatable across object, file, and backup estates. For records management, FinOps for […]