Episode 12: Rethinking PRDs, Roadmaps & Product Teams for the AI Era

Building Out Loud: Rethinking PRDs, Roadmaps, and Product Teams in an AI-Native WorldRandy Silver checks in with Faith Forster on her progress building Discovery after speaking with over 70 product leaders and using feedback to update the product, shifting it toward a “strategic advisor” and embedding agents to help shape and apply product strategy across decision-making. They discuss how AI changes product development fundamentals—what roadmaps, PRDs, epics, and tasks mean when building is faster and work may be defined for agents rather than engineers—highlighting a “product experience document” that emphasises behavior, tone, and guardrails. Faith explains Discovery’s approach: defining problems, generating and comparing solution ideas, then producing different scoping/design outputs depending on audience (engineer, AI agent, stakeholder), with customisable templates. They also cover collaboration, bias, diversity of viewpoints, the limits of artificial personas versus real users, prototyping trade-offs, and challenges for legacy and regulated stacks. Faith’s next priority is getting the beta ready around ProductCon.00:00 Weekly Build Update01:21 Future of Product Work03:50 Teams to Domains Shift04:01 Artifacts Not Outcomes06:30 Designing for Agents09:14 Collaboration and Bias12:35 Build Fast Risk Smart15:46 Prototypes and Legacy17:51 Beta Prep and WrapLearn more about Discoveree: https://discoveree.com/