Engineering Beyond Agile Ep3 – When Decisions Move Upstream

Engineering Beyond Agile Ep3 – When Decisions Move Upstream

Agile was never just a delivery framework. It was a way of distributing uncertainty over time — time absorbed conflict, smoothed misalignment, gave teams a sprint or two to surface disagreement gradually. AI doesn't remove uncertainty. It removes the time you used to have to negotiate it. When execution becomes cheap, late decisions become socially and economically expensive. Disagreement, validation, and governance all move upstream. The specification becomes the interface between human intent and machine execution. Alignment moves out of the room and into the artifact. In this episode, Suzanne Daniels unpacks what changes when decisions move upstream: why teams feel faster and less confident at the same time, why psychological safety drops under speed, why power shifts from people who speak well to people who can clarify intent precisely, and why platform engineering quietly becomes a stabilising force. This is the new "real work" — and most teams don't see it yet. This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit thesuzannedaniels.substack.com [https://thesuzannedaniels.substack.com?utm_medium=podcast&utm_campaign=CTA_1]

Engineering Beyond Agile Ep2 – Do we still need a PM in the Agentile Team?

When we talk about AI Assisted Software Development or Agentile teams [https://thesuzannedaniels.substack.com/p/engineering-beyond-agile-ai-and-the?r=1n8lhq], we often start with engineering. With how code gets written, reviewed, and shipped when AI agents enter the flow. With fewer ceremonies, tighter loops, and a different relationship to speed. But there’s another shift happening in parallel — quieter, and often harder to name [https://arxiv.org/html/2510.02504v1]. The role of the product manager is stretching. Not because PMs are trying to claim more territory, but because Agentile teams remove the layer that used to absorb uncertainty. Someone has to carry the weight of decisions earlier than before. This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit thesuzannedaniels.substack.com [https://thesuzannedaniels.substack.com?utm_medium=podcast&utm_campaign=CTA_1]

Engineering Beyond Agile EP1 - AI and the Rise of Agentile teams

In this podcast, I want to explore what’s changing in software development beyond Agile. Not just in how we write code, but in how we make decisions, share responsibility, and do our work when AI removes the buffers we used to rely on. We’ll talk about Agentile teams, AI‑assisted development, and what this shift really means for engineers, product managers, and the people in between — not only in theory, but in practice. This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit thesuzannedaniels.substack.com [https://thesuzannedaniels.substack.com?utm_medium=podcast&utm_campaign=CTA_1]