How to Build Effective Product Loops in Claude Code, with Chief AI and Product Officer at JobNimbus, Tyler Folkman

"Loop engineering" and "vibe PMing" represent a shift toward building self-improving, agentic systems that streamline product development. Tyler Folkman, Chief AI Officer at JobNimbus, argues that moving beyond static prompts to autonomous loops allows teams to fetch inputs, execute tasks, and validate outputs through deterministic gates. By codifying internal processes into reusable "skills," product managers, engineers, and designers can evolve into versatile product builders who iterate rapidly. This approach prioritizes speed and customer-centricity, using AI to handle routine execution while humans focus on strategic validation. Maintaining high quality in this high-velocity environment requires robust automated testing and clear boundaries to prevent low-quality output. Ultimately, these systems transform product development from a manual, siloed process into a continuous, data-driven flywheel that accelerates value delivery while empowering individuals to work across the traditional product-design-engineering stack.